infutil
Information Utility

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iota: Lindley Information (i.e., Information Utility) of Item...

iota: Lindley Information (i.e., Information Utility) of Item...
In infutil: Information Utility

Description Usage Arguments Details Value Author(s) References See Also Examples

View source: R/infutil.R

Description

This function calculates Lindley information (i.e., information utility) quantities for item response patterns, including the Lindley information for individual response patterns and the expected information for a set of response patterns.

Usage

1
iota(ltm.obj, logL.fun, fscore.obj = NULL, data = NULL, prior = NULL, theta0 = NULL, range.int = c(-Inf, Inf), range.theta = c(-10, 10))

Arguments

ltm.obj

An object representing an IRT model of a set of items, from the ltm package (e.g., using the ltm, grm, or gpcm functions).

logL.fun

A function returning the log-likelihood for a response vector (see details).

fscore.obj

A factor.scores from the ltm package.

data

A matrix of response patterns.

prior

A prior density function, taking a quantile and returning its density.

theta0

Optional. A latent trait value, vector of values, "max.prior" (see details), or NULL. theta0 = NULL by default.

range.int

The range to integrate over in calculating the marginal likelihood and Lindley information.

range.theta

The range of the latent variable to search over if theta0="max.prior" is specified.

Details

This function will calculate Lindley information values for each response pattern in a set, and return the expected Lindley information for the set as a whole. It will also optionally return the log-likelihood value for a hypothesized latent trait value of interest, together with the significance of the change from prior to posterior probability of that trait value.

A set of response patterns must be supplied, using either a factor.scores object or a data matrix. A prior density function must also be supplied.

Additionally, either ltm.obj or logL.fun must be supplied. If a log-likelihood function is supplied directly, it must take three arguments: z, a vector of latent trait values, dat, a data matrix, and i, a row index. logL.fun must return the vector of log-likelihoods for the vector of latent trait values, for a single response pattern (i.e., the function must return the vector of log-likelihoods for the trait vector z, for the response pattern in row i of data matrix dat).

iota will also optionally return a p-value for the null hypothesis of no change from the prior to posterior probability of a specific latent trait value. theta0 specifies the latent trait value. If theta0 is a scalar, it is assumed to be the latent trait value of interest. If theta0 is a vector, it must be equal in length to the number of unique response patterns in fscore.obj or data, where each value in the vector is assumed to correspond to each response pattern. Finally, the latent trait with the greatest prior density (over the range range.theta) can be specified with theta0="max prior". By default, theta0=NULL, specifying that no log-likelihods or p-values should be returned.

Note that currently, range.int must be within [-10, 10] for grm and gpcm objects. If a grm or gpcm object is supplied and range.int is outside this range, the range will be reset to [-10, 10].

Value

A list with the following elements:

I

The expected Lindley information over the set of response patterns.

I.x

The vector of Lindley information values for each response pattern.

p.x

The marginal probabilities for each response pattern.

Additionally, if theta0 is not NULL:

logL0

The vector of log-likelihoods for the latent trait values specified by theta0.

logNL0.pval

The p-values for the null hypothesis test of no change from prior to posterior probability of the latent trait values specified by theta0.

Author(s)

Kristian E. Markon

References

Markon, K. E. (2013). Information utility: Quantifying the total psychometric information provided by a measure. Psychological Methods, 18, 15-35. doi: 10.1037/a0030638..

See Also

Jeffreys, ltm, grm, gpcm, factor.scores

Examples

1
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ltm.lsat <- ltm(LSAT~z1, IRT=FALSE)
Nu.lsat = nrow(unique(LSAT))
	
iota(ltm.lsat, data=LSAT, prior=Jeffreys(ltm.lsat))
iota(ltm.lsat, data=LSAT, prior=Jeffreys(ltm.lsat), theta0=c("max.prior"))
iota(ltm.lsat, data=LSAT, prior=Jeffreys(ltm.lsat), theta0=0)
iota(ltm.lsat, data=LSAT, prior=Jeffreys(ltm.lsat), theta0=rnorm(Nu.lsat))

Example output

Loading required package: ltm
Loading required package: MASS
Loading required package: msm
Loading required package: polycor
$I
[1] 0.7738273

$I.x
   [1] 0.9802423 0.9802423 0.9802423 0.7080961 0.7080961 0.7080961 0.7080961
   [8] 0.7080961 0.7080961 0.7043813 0.7043813 0.6594040 0.6594040 0.6594040
  [15] 0.6594040 0.6594040 0.6594040 0.6594040 0.6594040 0.6594040 0.6594040
  [22] 0.6594040 0.6848696 0.6538102 0.6532195 0.6532195 0.6532195 0.6570603
  [29] 0.6570603 0.6570603 0.6570603 0.7005276 0.6582311 0.6582311 0.6582311
  [36] 0.6582311 0.6582311 0.6582311 0.6582311 0.6582311 0.6531267 0.6531267
  [43] 0.6531267 0.6531267 0.6531267 0.6531267 0.6531267 0.6531267 0.6531267
  [50] 0.6531267 0.6531267 0.6531267 0.6531267 0.6531267 0.6531267 0.6531267
  [57] 0.6581226 0.6581226 0.6581226 0.6591588 0.6591588 0.7006181 0.7006181
  [64] 0.7006181 0.7006181 0.7006181 0.7006181 0.7006181 0.7006181 0.7006181
  [71] 0.7006181 0.7006181 0.7006181 0.7006181 0.7006181 0.7006181 0.6904111
  [78] 0.6904111 0.6904111 0.6904111 0.6904111 0.6904111 0.6904111 0.6904111
  [85] 0.6904111 0.6904111 0.6552779 0.6552779 0.6552779 0.6552779 0.6552779
  [92] 0.6552779 0.6552779 0.6552779 0.6552779 0.6552779 0.6552779 0.6552779
  [99] 0.6552779 0.6552779 0.6552779 0.6552779 0.6552779 0.6552779 0.6552779
 [106] 0.6552779 0.6552779 0.6552779 0.6552779 0.6552779 0.6552779 0.6552779
 [113] 0.6552779 0.6552779 0.6552779 0.6545376 0.6545376 0.6545376 0.6545376
 [120] 0.6545376 0.6545376 0.6545376 0.6545376 0.6545376 0.6545376 0.6545376
 [127] 0.6545376 0.6545376 0.6545376 0.6552886 0.6552886 0.6552886 0.6552886
 [134] 0.6552886 0.6552886 0.6552886 0.6552886 0.6552886 0.6552886 0.6552886
 [141] 0.6552886 0.6552886 0.6552886 0.6552886 0.6552886 0.6552886 0.6552886
 [148] 0.6552886 0.6552886 0.6552886 0.6552886 0.6552886 0.6552886 0.6552886
 [155] 0.6552886 0.6552886 0.6552886 0.6552886 0.6552886 0.6552886 0.6552886
 [162] 0.6552886 0.6552886 0.6552886 0.6552886 0.6552886 0.6552886 0.6552886
 [169] 0.6552886 0.6552886 0.6552886 0.6552886 0.6552886 0.6552886 0.6552886
 [176] 0.6552886 0.6552886 0.6552886 0.6552886 0.6552886 0.6552886 0.6552886
 [183] 0.6552886 0.6552886 0.6552886 0.6552886 0.6552886 0.6552886 0.6552886
 [190] 0.6552886 0.6552886 0.6552886 0.6552886 0.6552886 0.6552886 0.6552886
 [197] 0.6552886 0.6552886 0.6552886 0.6552886 0.6552886 0.6552886 0.6552886
 [204] 0.6552886 0.6552886 0.6552886 0.6552886 0.6552886 0.6552886 0.6552886
 [211] 0.6514570 0.6514570 0.6514570 0.6618106 0.6618106 0.6618106 0.6618106
 [218] 0.6618106 0.6618106 0.6618106 0.6618106 0.6618106 0.6618106 0.6618106
 [225] 0.6618106 0.6618106 0.6618106 0.6618106 0.6618106 0.6618106 0.6618106
 [232] 0.6618106 0.6618106 0.6618106 0.6618106 0.6618106 0.6618106 0.6618106
 [239] 0.6618106 0.6618106 0.6618106 0.6630888 0.6630888 0.6630888 0.6630888
 [246] 0.6630888 0.6630888 0.6630888 0.6630888 0.6630888 0.6630888 0.6630888
 [253] 0.6630888 0.6630888 0.6630888 0.6630888 0.7117100 0.7117100 0.7117100
 [260] 0.7117100 0.7117100 0.7117100 0.7117100 0.7117100 0.7117100 0.7117100
 [267] 0.7117100 0.7117100 0.7117100 0.7117100 0.7117100 0.7117100 0.7117100
 [274] 0.7117100 0.7117100 0.7117100 0.7117100 0.7117100 0.7117100 0.7117100
 [281] 0.7117100 0.7117100 0.7117100 0.7117100 0.7117100 0.7117100 0.7117100
 [288] 0.7117100 0.7117100 0.7117100 0.7117100 0.7117100 0.7117100 0.7117100
 [295] 0.7117100 0.7117100 0.7117100 0.7117100 0.7117100 0.7117100 0.7117100
 [302] 0.7117100 0.7117100 0.7117100 0.7117100 0.7117100 0.7117100 0.7117100
 [309] 0.7117100 0.7117100 0.7117100 0.7117100 0.7117100 0.7117100 0.7117100
 [316] 0.7117100 0.7117100 0.7117100 0.7117100 0.7117100 0.7117100 0.7117100
 [323] 0.7117100 0.7117100 0.7117100 0.7117100 0.7117100 0.7117100 0.7117100
 [330] 0.7117100 0.7117100 0.7117100 0.7117100 0.7117100 0.7117100 0.7117100
 [337] 0.6538023 0.6538023 0.6538023 0.6538023 0.6538023 0.6538023 0.6538023
 [344] 0.6538023 0.6538023 0.6538023 0.6538023 0.6538023 0.6538023 0.6538023
 [351] 0.6538023 0.6538023 0.6561860 0.6561860 0.6561860 0.6561860 0.6561860
 [358] 0.6561860 0.6561860 0.6561860 0.6561860 0.6561860 0.6561860 0.6561860
 [365] 0.6561860 0.6561860 0.6561860 0.6561860 0.6561860 0.6561860 0.6561860
 [372] 0.6561860 0.6561860 0.6561860 0.6561860 0.6561860 0.6561860 0.6561860
 [379] 0.6561860 0.6561860 0.6561860 0.6561860 0.6561860 0.6561860 0.6561860
 [386] 0.6561860 0.6561860 0.6561860 0.6561860 0.6561860 0.6561860 0.6561860
 [393] 0.6561860 0.6561860 0.6561860 0.6561860 0.6561860 0.6561860 0.6561860
 [400] 0.6561860 0.6561860 0.6561860 0.6561860 0.6561860 0.6561860 0.6561860
 [407] 0.6561860 0.6561860 0.6570720 0.6570720 0.6570720 0.6570720 0.6570720
 [414] 0.6570720 0.6570720 0.6570720 0.6570720 0.6570720 0.6570720 0.6570720
 [421] 0.6570720 0.6570720 0.6570720 0.6570720 0.6570720 0.6570720 0.6570720
 [428] 0.6570720 0.6570720 0.6944493 0.6944493 0.6944493 0.6944493 0.6944493
 [435] 0.6944493 0.6944493 0.6944493 0.6944493 0.6944493 0.6944493 0.6944493
 [442] 0.6944493 0.6944493 0.6944493 0.6944493 0.6944493 0.6944493 0.6944493
 [449] 0.6944493 0.6944493 0.6944493 0.6944493 0.6944493 0.6944493 0.6944493
 [456] 0.6944493 0.6944493 0.6944493 0.6944493 0.6944493 0.6944493 0.6944493
 [463] 0.6944493 0.6944493 0.6944493 0.6944493 0.6944493 0.6944493 0.6944493
 [470] 0.6944493 0.6944493 0.6944493 0.6944493 0.6944493 0.6944493 0.6944493
 [477] 0.6944493 0.6944493 0.6944493 0.6944493 0.6944493 0.6944493 0.6944493
 [484] 0.6944493 0.6944493 0.6944493 0.6944493 0.6944493 0.6944493 0.6944493
 [491] 0.6944493 0.6944493 0.6944493 0.6944493 0.6944493 0.6944493 0.6944493
 [498] 0.6944493 0.6944493 0.6944493 0.6944493 0.6944493 0.6944493 0.6944493
 [505] 0.6944493 0.6944493 0.6944493 0.6944493 0.6944493 0.6944493 0.6944493
 [512] 0.6944493 0.6944493 0.6944493 0.6944493 0.6944493 0.6944493 0.6944493
 [519] 0.6944493 0.6944493 0.6944493 0.6944493 0.6944493 0.6944493 0.6944493
 [526] 0.6944493 0.6944493 0.6944493 0.6944493 0.6944493 0.6944493 0.6944493
 [533] 0.6944493 0.6944493 0.6944493 0.6944493 0.6944493 0.6944493 0.6944493
 [540] 0.6944493 0.6944493 0.6944493 0.6944493 0.6944493 0.6944493 0.6944493
 [547] 0.6944493 0.6944493 0.6944493 0.6944493 0.6944493 0.6944493 0.6944493
 [554] 0.6944493 0.6944493 0.6944493 0.6944493 0.6944493 0.6944493 0.6944493
 [561] 0.6944493 0.6944493 0.6944493 0.6944493 0.6944493 0.6944493 0.6944493
 [568] 0.6944493 0.6944493 0.6944493 0.6944493 0.6944493 0.6944493 0.6944493
 [575] 0.6944493 0.6944493 0.6944493 0.6944493 0.6944493 0.6944493 0.6944493
 [582] 0.6944493 0.6944493 0.6944493 0.6944493 0.6944493 0.6944493 0.6944493
 [589] 0.6944493 0.6944493 0.6944493 0.6944493 0.6944493 0.6944493 0.6944493
 [596] 0.6944493 0.6944493 0.6944493 0.6944493 0.6944493 0.6944493 0.6944493
 [603] 0.6645906 0.6645906 0.6645906 0.6645906 0.6645906 0.6645906 0.6645906
 [610] 0.6645906 0.6645906 0.6645906 0.6645906 0.7158857 0.7158857 0.7158857
 [617] 0.7158857 0.7158857 0.7158857 0.7158857 0.7158857 0.7158857 0.7158857
 [624] 0.7158857 0.7158857 0.7158857 0.7158857 0.7158857 0.7158857 0.7158857
 [631] 0.7158857 0.7158857 0.7158857 0.7158857 0.7158857 0.7158857 0.7158857
 [638] 0.7158857 0.7158857 0.7158857 0.7158857 0.7158857 0.7158857 0.7158857
 [645] 0.7158857 0.7158857 0.7158857 0.7158857 0.7158857 0.7158857 0.7158857
 [652] 0.7158857 0.7158857 0.7158857 0.7158857 0.7158857 0.7158857 0.7158857
 [659] 0.7158857 0.7158857 0.7158857 0.7158857 0.7158857 0.7158857 0.7158857
 [666] 0.7158857 0.7158857 0.7158857 0.7158857 0.7158857 0.7158857 0.7158857
 [673] 0.7158857 0.7158857 0.7198896 0.7198896 0.7198896 0.7198896 0.7198896
 [680] 0.7198896 0.7198896 0.7198896 0.7198896 0.7198896 0.7198896 0.7198896
 [687] 0.7198896 0.7198896 0.7198896 0.7198896 0.7198896 0.7198896 0.7198896
 [694] 0.7198896 0.7198896 0.7198896 0.7198896 0.7198896 0.7198896 0.7198896
 [701] 0.7198896 0.7198896 0.9866835 0.9866835 0.9866835 0.9866835 0.9866835
 [708] 0.9866835 0.9866835 0.9866835 0.9866835 0.9866835 0.9866835 0.9866835
 [715] 0.9866835 0.9866835 0.9866835 0.9866835 0.9866835 0.9866835 0.9866835
 [722] 0.9866835 0.9866835 0.9866835 0.9866835 0.9866835 0.9866835 0.9866835
 [729] 0.9866835 0.9866835 0.9866835 0.9866835 0.9866835 0.9866835 0.9866835
 [736] 0.9866835 0.9866835 0.9866835 0.9866835 0.9866835 0.9866835 0.9866835
 [743] 0.9866835 0.9866835 0.9866835 0.9866835 0.9866835 0.9866835 0.9866835
 [750] 0.9866835 0.9866835 0.9866835 0.9866835 0.9866835 0.9866835 0.9866835
 [757] 0.9866835 0.9866835 0.9866835 0.9866835 0.9866835 0.9866835 0.9866835
 [764] 0.9866835 0.9866835 0.9866835 0.9866835 0.9866835 0.9866835 0.9866835
 [771] 0.9866835 0.9866835 0.9866835 0.9866835 0.9866835 0.9866835 0.9866835
 [778] 0.9866835 0.9866835 0.9866835 0.9866835 0.9866835 0.9866835 0.9866835
 [785] 0.9866835 0.9866835 0.9866835 0.9866835 0.9866835 0.9866835 0.9866835
 [792] 0.9866835 0.9866835 0.9866835 0.9866835 0.9866835 0.9866835 0.9866835
 [799] 0.9866835 0.9866835 0.9866835 0.9866835 0.9866835 0.9866835 0.9866835
 [806] 0.9866835 0.9866835 0.9866835 0.9866835 0.9866835 0.9866835 0.9866835
 [813] 0.9866835 0.9866835 0.9866835 0.9866835 0.9866835 0.9866835 0.9866835
 [820] 0.9866835 0.9866835 0.9866835 0.9866835 0.9866835 0.9866835 0.9866835
 [827] 0.9866835 0.9866835 0.9866835 0.9866835 0.9866835 0.9866835 0.9866835
 [834] 0.9866835 0.9866835 0.9866835 0.9866835 0.9866835 0.9866835 0.9866835
 [841] 0.9866835 0.9866835 0.9866835 0.9866835 0.9866835 0.9866835 0.9866835
 [848] 0.9866835 0.9866835 0.9866835 0.9866835 0.9866835 0.9866835 0.9866835
 [855] 0.9866835 0.9866835 0.9866835 0.9866835 0.9866835 0.9866835 0.9866835
 [862] 0.9866835 0.9866835 0.9866835 0.9866835 0.9866835 0.9866835 0.9866835
 [869] 0.9866835 0.9866835 0.9866835 0.9866835 0.9866835 0.9866835 0.9866835
 [876] 0.9866835 0.9866835 0.9866835 0.9866835 0.9866835 0.9866835 0.9866835
 [883] 0.9866835 0.9866835 0.9866835 0.9866835 0.9866835 0.9866835 0.9866835
 [890] 0.9866835 0.9866835 0.9866835 0.9866835 0.9866835 0.9866835 0.9866835
 [897] 0.9866835 0.9866835 0.9866835 0.9866835 0.9866835 0.9866835 0.9866835
 [904] 0.9866835 0.9866835 0.9866835 0.9866835 0.9866835 0.9866835 0.9866835
 [911] 0.9866835 0.9866835 0.9866835 0.9866835 0.9866835 0.9866835 0.9866835
 [918] 0.9866835 0.9866835 0.9866835 0.9866835 0.9866835 0.9866835 0.9866835
 [925] 0.9866835 0.9866835 0.9866835 0.9866835 0.9866835 0.9866835 0.9866835
 [932] 0.9866835 0.9866835 0.9866835 0.9866835 0.9866835 0.9866835 0.9866835
 [939] 0.9866835 0.9866835 0.9866835 0.9866835 0.9866835 0.9866835 0.9866835
 [946] 0.9866835 0.9866835 0.9866835 0.9866835 0.9866835 0.9866835 0.9866835
 [953] 0.9866835 0.9866835 0.9866835 0.9866835 0.9866835 0.9866835 0.9866835
 [960] 0.9866835 0.9866835 0.9866835 0.9866835 0.9866835 0.9866835 0.9866835
 [967] 0.9866835 0.9866835 0.9866835 0.9866835 0.9866835 0.9866835 0.9866835
 [974] 0.9866835 0.9866835 0.9866835 0.9866835 0.9866835 0.9866835 0.9866835
 [981] 0.9866835 0.9866835 0.9866835 0.9866835 0.9866835 0.9866835 0.9866835
 [988] 0.9866835 0.9866835 0.9866835 0.9866835 0.9866835 0.9866835 0.9866835
 [995] 0.9866835 0.9866835 0.9866835 0.9866835 0.9866835 0.9866835

$p.x
   [1] 0.234097336 0.234097336 0.234097336 0.050288936 0.050288936 0.050288936
   [7] 0.050288936 0.050288936 0.050288936 0.020430057 0.020430057 0.016085342
  [13] 0.016085342 0.016085342 0.016085342 0.016085342 0.016085342 0.016085342
  [19] 0.016085342 0.016085342 0.016085342 0.016085342 0.003257918 0.003334361
  [25] 0.001431795 0.001431795 0.001431795 0.003247587 0.003247587 0.003247587
  [31] 0.003247587 0.013187524 0.010875822 0.010875822 0.010875822 0.010875822
  [37] 0.010875822 0.010875822 0.010875822 0.010875822 0.008709670 0.008709670
  [43] 0.008709670 0.008709670 0.008709670 0.008709670 0.008709670 0.008709670
  [49] 0.008709670 0.008709670 0.008709670 0.008709670 0.008709670 0.008709670
  [55] 0.008709670 0.008709670 0.002313522 0.002313522 0.002313522 0.001031911
  [61] 0.001031911 0.005345103 0.005345103 0.005345103 0.005345103 0.005345103
  [67] 0.005345103 0.005345103 0.005345103 0.005345103 0.005345103 0.005345103
  [73] 0.005345103 0.005345103 0.005345103 0.005345103 0.052075127 0.052075127
  [79] 0.052075127 0.052075127 0.052075127 0.052075127 0.052075127 0.052075127
  [85] 0.052075127 0.052075127 0.049093062 0.049093062 0.049093062 0.049093062
  [91] 0.049093062 0.049093062 0.049093062 0.049093062 0.049093062 0.049093062
  [97] 0.049093062 0.049093062 0.049093062 0.049093062 0.049093062 0.049093062
 [103] 0.049093062 0.049093062 0.049093062 0.049093062 0.049093062 0.049093062
 [109] 0.049093062 0.049093062 0.049093062 0.049093062 0.049093062 0.049093062
 [115] 0.049093062 0.021006887 0.021006887 0.021006887 0.021006887 0.021006887
 [121] 0.021006887 0.021006887 0.021006887 0.021006887 0.021006887 0.021006887
 [127] 0.021006887 0.021006887 0.021006887 0.044323208 0.044323208 0.044323208
 [133] 0.044323208 0.044323208 0.044323208 0.044323208 0.044323208 0.044323208
 [139] 0.044323208 0.044323208 0.044323208 0.044323208 0.044323208 0.044323208
 [145] 0.044323208 0.044323208 0.044323208 0.044323208 0.044323208 0.044323208
 [151] 0.044323208 0.044323208 0.044323208 0.044323208 0.044323208 0.044323208
 [157] 0.044323208 0.044323208 0.044323208 0.044323208 0.044323208 0.044323208
 [163] 0.044323208 0.044323208 0.044323208 0.044323208 0.044323208 0.044323208
 [169] 0.044323208 0.044323208 0.044323208 0.044323208 0.044323208 0.044323208
 [175] 0.044323208 0.044323208 0.044323208 0.044323208 0.044323208 0.044323208
 [181] 0.044323208 0.044323208 0.044323208 0.044323208 0.044323208 0.044323208
 [187] 0.044323208 0.044323208 0.044323208 0.044323208 0.044323208 0.044323208
 [193] 0.044323208 0.044323208 0.044323208 0.044323208 0.044323208 0.044323208
 [199] 0.044323208 0.044323208 0.044323208 0.044323208 0.044323208 0.044323208
 [205] 0.044323208 0.044323208 0.044323208 0.044323208 0.044323208 0.044323208
 [211] 0.004618954 0.004618954 0.004618954 0.012194044 0.012194044 0.012194044
 [217] 0.012194044 0.012194044 0.012194044 0.012194044 0.012194044 0.012194044
 [223] 0.012194044 0.012194044 0.012194044 0.012194044 0.012194044 0.012194044
 [229] 0.012194044 0.012194044 0.012194044 0.012194044 0.012194044 0.012194044
 [235] 0.012194044 0.012194044 0.012194044 0.012194044 0.012194044 0.012194044
 [241] 0.012194044 0.005468855 0.005468855 0.005468855 0.005468855 0.005468855
 [247] 0.005468855 0.005468855 0.005468855 0.005468855 0.005468855 0.005468855
 [253] 0.005468855 0.005468855 0.005468855 0.005468855 0.032194026 0.032194026
 [259] 0.032194026 0.032194026 0.032194026 0.032194026 0.032194026 0.032194026
 [265] 0.032194026 0.032194026 0.032194026 0.032194026 0.032194026 0.032194026
 [271] 0.032194026 0.032194026 0.032194026 0.032194026 0.032194026 0.032194026
 [277] 0.032194026 0.032194026 0.032194026 0.032194026 0.032194026 0.032194026
 [283] 0.032194026 0.032194026 0.032194026 0.032194026 0.032194026 0.032194026
 [289] 0.032194026 0.032194026 0.032194026 0.032194026 0.032194026 0.032194026
 [295] 0.032194026 0.032194026 0.032194026 0.032194026 0.032194026 0.032194026
 [301] 0.032194026 0.032194026 0.032194026 0.032194026 0.032194026 0.032194026
 [307] 0.032194026 0.032194026 0.032194026 0.032194026 0.032194026 0.032194026
 [313] 0.032194026 0.032194026 0.032194026 0.032194026 0.032194026 0.032194026
 [319] 0.032194026 0.032194026 0.032194026 0.032194026 0.032194026 0.032194026
 [325] 0.032194026 0.032194026 0.032194026 0.032194026 0.032194026 0.032194026
 [331] 0.032194026 0.032194026 0.032194026 0.032194026 0.032194026 0.032194026
 [337] 0.014348927 0.014348927 0.014348927 0.014348927 0.014348927 0.014348927
 [343] 0.014348927 0.014348927 0.014348927 0.014348927 0.014348927 0.014348927
 [349] 0.014348927 0.014348927 0.014348927 0.014348927 0.031455353 0.031455353
 [355] 0.031455353 0.031455353 0.031455353 0.031455353 0.031455353 0.031455353
 [361] 0.031455353 0.031455353 0.031455353 0.031455353 0.031455353 0.031455353
 [367] 0.031455353 0.031455353 0.031455353 0.031455353 0.031455353 0.031455353
 [373] 0.031455353 0.031455353 0.031455353 0.031455353 0.031455353 0.031455353
 [379] 0.031455353 0.031455353 0.031455353 0.031455353 0.031455353 0.031455353
 [385] 0.031455353 0.031455353 0.031455353 0.031455353 0.031455353 0.031455353
 [391] 0.031455353 0.031455353 0.031455353 0.031455353 0.031455353 0.031455353
 [397] 0.031455353 0.031455353 0.031455353 0.031455353 0.031455353 0.031455353
 [403] 0.031455353 0.031455353 0.031455353 0.031455353 0.031455353 0.031455353
 [409] 0.013981932 0.013981932 0.013981932 0.013981932 0.013981932 0.013981932
 [415] 0.013981932 0.013981932 0.013981932 0.013981932 0.013981932 0.013981932
 [421] 0.013981932 0.013981932 0.013981932 0.013981932 0.013981932 0.013981932
 [427] 0.013981932 0.013981932 0.013981932 0.066925052 0.066925052 0.066925052
 [433] 0.066925052 0.066925052 0.066925052 0.066925052 0.066925052 0.066925052
 [439] 0.066925052 0.066925052 0.066925052 0.066925052 0.066925052 0.066925052
 [445] 0.066925052 0.066925052 0.066925052 0.066925052 0.066925052 0.066925052
 [451] 0.066925052 0.066925052 0.066925052 0.066925052 0.066925052 0.066925052
 [457] 0.066925052 0.066925052 0.066925052 0.066925052 0.066925052 0.066925052
 [463] 0.066925052 0.066925052 0.066925052 0.066925052 0.066925052 0.066925052
 [469] 0.066925052 0.066925052 0.066925052 0.066925052 0.066925052 0.066925052
 [475] 0.066925052 0.066925052 0.066925052 0.066925052 0.066925052 0.066925052
 [481] 0.066925052 0.066925052 0.066925052 0.066925052 0.066925052 0.066925052
 [487] 0.066925052 0.066925052 0.066925052 0.066925052 0.066925052 0.066925052
 [493] 0.066925052 0.066925052 0.066925052 0.066925052 0.066925052 0.066925052
 [499] 0.066925052 0.066925052 0.066925052 0.066925052 0.066925052 0.066925052
 [505] 0.066925052 0.066925052 0.066925052 0.066925052 0.066925052 0.066925052
 [511] 0.066925052 0.066925052 0.066925052 0.066925052 0.066925052 0.066925052
 [517] 0.066925052 0.066925052 0.066925052 0.066925052 0.066925052 0.066925052
 [523] 0.066925052 0.066925052 0.066925052 0.066925052 0.066925052 0.066925052
 [529] 0.066925052 0.066925052 0.066925052 0.066925052 0.066925052 0.066925052
 [535] 0.066925052 0.066925052 0.066925052 0.066925052 0.066925052 0.066925052
 [541] 0.066925052 0.066925052 0.066925052 0.066925052 0.066925052 0.066925052
 [547] 0.066925052 0.066925052 0.066925052 0.066925052 0.066925052 0.066925052
 [553] 0.066925052 0.066925052 0.066925052 0.066925052 0.066925052 0.066925052
 [559] 0.066925052 0.066925052 0.066925052 0.066925052 0.066925052 0.066925052
 [565] 0.066925052 0.066925052 0.066925052 0.066925052 0.066925052 0.066925052
 [571] 0.066925052 0.066925052 0.066925052 0.066925052 0.066925052 0.066925052
 [577] 0.066925052 0.066925052 0.066925052 0.066925052 0.066925052 0.066925052
 [583] 0.066925052 0.066925052 0.066925052 0.066925052 0.066925052 0.066925052
 [589] 0.066925052 0.066925052 0.066925052 0.066925052 0.066925052 0.066925052
 [595] 0.066925052 0.066925052 0.066925052 0.066925052 0.066925052 0.066925052
 [601] 0.066925052 0.066925052 0.003934836 0.003934836 0.003934836 0.003934836
 [607] 0.003934836 0.003934836 0.003934836 0.003934836 0.003934836 0.003934836
 [613] 0.003934836 0.024209992 0.024209992 0.024209992 0.024209992 0.024209992
 [619] 0.024209992 0.024209992 0.024209992 0.024209992 0.024209992 0.024209992
 [625] 0.024209992 0.024209992 0.024209992 0.024209992 0.024209992 0.024209992
 [631] 0.024209992 0.024209992 0.024209992 0.024209992 0.024209992 0.024209992
 [637] 0.024209992 0.024209992 0.024209992 0.024209992 0.024209992 0.024209992
 [643] 0.024209992 0.024209992 0.024209992 0.024209992 0.024209992 0.024209992
 [649] 0.024209992 0.024209992 0.024209992 0.024209992 0.024209992 0.024209992
 [655] 0.024209992 0.024209992 0.024209992 0.024209992 0.024209992 0.024209992
 [661] 0.024209992 0.024209992 0.024209992 0.024209992 0.024209992 0.024209992
 [667] 0.024209992 0.024209992 0.024209992 0.024209992 0.024209992 0.024209992
 [673] 0.024209992 0.024209992 0.011347407 0.011347407 0.011347407 0.011347407
 [679] 0.011347407 0.011347407 0.011347407 0.011347407 0.011347407 0.011347407
 [685] 0.011347407 0.011347407 0.011347407 0.011347407 0.011347407 0.011347407
 [691] 0.011347407 0.011347407 0.011347407 0.011347407 0.011347407 0.011347407
 [697] 0.011347407 0.011347407 0.011347407 0.011347407 0.011347407 0.011347407
 [703] 0.233575984 0.233575984 0.233575984 0.233575984 0.233575984 0.233575984
 [709] 0.233575984 0.233575984 0.233575984 0.233575984 0.233575984 0.233575984
 [715] 0.233575984 0.233575984 0.233575984 0.233575984 0.233575984 0.233575984
 [721] 0.233575984 0.233575984 0.233575984 0.233575984 0.233575984 0.233575984
 [727] 0.233575984 0.233575984 0.233575984 0.233575984 0.233575984 0.233575984
 [733] 0.233575984 0.233575984 0.233575984 0.233575984 0.233575984 0.233575984
 [739] 0.233575984 0.233575984 0.233575984 0.233575984 0.233575984 0.233575984
 [745] 0.233575984 0.233575984 0.233575984 0.233575984 0.233575984 0.233575984
 [751] 0.233575984 0.233575984 0.233575984 0.233575984 0.233575984 0.233575984
 [757] 0.233575984 0.233575984 0.233575984 0.233575984 0.233575984 0.233575984
 [763] 0.233575984 0.233575984 0.233575984 0.233575984 0.233575984 0.233575984
 [769] 0.233575984 0.233575984 0.233575984 0.233575984 0.233575984 0.233575984
 [775] 0.233575984 0.233575984 0.233575984 0.233575984 0.233575984 0.233575984
 [781] 0.233575984 0.233575984 0.233575984 0.233575984 0.233575984 0.233575984
 [787] 0.233575984 0.233575984 0.233575984 0.233575984 0.233575984 0.233575984
 [793] 0.233575984 0.233575984 0.233575984 0.233575984 0.233575984 0.233575984
 [799] 0.233575984 0.233575984 0.233575984 0.233575984 0.233575984 0.233575984
 [805] 0.233575984 0.233575984 0.233575984 0.233575984 0.233575984 0.233575984
 [811] 0.233575984 0.233575984 0.233575984 0.233575984 0.233575984 0.233575984
 [817] 0.233575984 0.233575984 0.233575984 0.233575984 0.233575984 0.233575984
 [823] 0.233575984 0.233575984 0.233575984 0.233575984 0.233575984 0.233575984
 [829] 0.233575984 0.233575984 0.233575984 0.233575984 0.233575984 0.233575984
 [835] 0.233575984 0.233575984 0.233575984 0.233575984 0.233575984 0.233575984
 [841] 0.233575984 0.233575984 0.233575984 0.233575984 0.233575984 0.233575984
 [847] 0.233575984 0.233575984 0.233575984 0.233575984 0.233575984 0.233575984
 [853] 0.233575984 0.233575984 0.233575984 0.233575984 0.233575984 0.233575984
 [859] 0.233575984 0.233575984 0.233575984 0.233575984 0.233575984 0.233575984
 [865] 0.233575984 0.233575984 0.233575984 0.233575984 0.233575984 0.233575984
 [871] 0.233575984 0.233575984 0.233575984 0.233575984 0.233575984 0.233575984
 [877] 0.233575984 0.233575984 0.233575984 0.233575984 0.233575984 0.233575984
 [883] 0.233575984 0.233575984 0.233575984 0.233575984 0.233575984 0.233575984
 [889] 0.233575984 0.233575984 0.233575984 0.233575984 0.233575984 0.233575984
 [895] 0.233575984 0.233575984 0.233575984 0.233575984 0.233575984 0.233575984
 [901] 0.233575984 0.233575984 0.233575984 0.233575984 0.233575984 0.233575984
 [907] 0.233575984 0.233575984 0.233575984 0.233575984 0.233575984 0.233575984
 [913] 0.233575984 0.233575984 0.233575984 0.233575984 0.233575984 0.233575984
 [919] 0.233575984 0.233575984 0.233575984 0.233575984 0.233575984 0.233575984
 [925] 0.233575984 0.233575984 0.233575984 0.233575984 0.233575984 0.233575984
 [931] 0.233575984 0.233575984 0.233575984 0.233575984 0.233575984 0.233575984
 [937] 0.233575984 0.233575984 0.233575984 0.233575984 0.233575984 0.233575984
 [943] 0.233575984 0.233575984 0.233575984 0.233575984 0.233575984 0.233575984
 [949] 0.233575984 0.233575984 0.233575984 0.233575984 0.233575984 0.233575984
 [955] 0.233575984 0.233575984 0.233575984 0.233575984 0.233575984 0.233575984
 [961] 0.233575984 0.233575984 0.233575984 0.233575984 0.233575984 0.233575984
 [967] 0.233575984 0.233575984 0.233575984 0.233575984 0.233575984 0.233575984
 [973] 0.233575984 0.233575984 0.233575984 0.233575984 0.233575984 0.233575984
 [979] 0.233575984 0.233575984 0.233575984 0.233575984 0.233575984 0.233575984
 [985] 0.233575984 0.233575984 0.233575984 0.233575984 0.233575984 0.233575984
 [991] 0.233575984 0.233575984 0.233575984 0.233575984 0.233575984 0.233575984
 [997] 0.233575984 0.233575984 0.233575984 0.233575984

$I
[1] 0.7738273

$I.x
   [1] 0.9802423 0.9802423 0.9802423 0.7080961 0.7080961 0.7080961 0.7080961
   [8] 0.7080961 0.7080961 0.7043813 0.7043813 0.6594040 0.6594040 0.6594040
  [15] 0.6594040 0.6594040 0.6594040 0.6594040 0.6594040 0.6594040 0.6594040
  [22] 0.6594040 0.6848696 0.6538102 0.6532195 0.6532195 0.6532195 0.6570603
  [29] 0.6570603 0.6570603 0.6570603 0.7005276 0.6582311 0.6582311 0.6582311
  [36] 0.6582311 0.6582311 0.6582311 0.6582311 0.6582311 0.6531267 0.6531267
  [43] 0.6531267 0.6531267 0.6531267 0.6531267 0.6531267 0.6531267 0.6531267
  [50] 0.6531267 0.6531267 0.6531267 0.6531267 0.6531267 0.6531267 0.6531267
  [57] 0.6581226 0.6581226 0.6581226 0.6591588 0.6591588 0.7006181 0.7006181
  [64] 0.7006181 0.7006181 0.7006181 0.7006181 0.7006181 0.7006181 0.7006181
  [71] 0.7006181 0.7006181 0.7006181 0.7006181 0.7006181 0.7006181 0.6904111
  [78] 0.6904111 0.6904111 0.6904111 0.6904111 0.6904111 0.6904111 0.6904111
  [85] 0.6904111 0.6904111 0.6552779 0.6552779 0.6552779 0.6552779 0.6552779
  [92] 0.6552779 0.6552779 0.6552779 0.6552779 0.6552779 0.6552779 0.6552779
  [99] 0.6552779 0.6552779 0.6552779 0.6552779 0.6552779 0.6552779 0.6552779
 [106] 0.6552779 0.6552779 0.6552779 0.6552779 0.6552779 0.6552779 0.6552779
 [113] 0.6552779 0.6552779 0.6552779 0.6545376 0.6545376 0.6545376 0.6545376
 [120] 0.6545376 0.6545376 0.6545376 0.6545376 0.6545376 0.6545376 0.6545376
 [127] 0.6545376 0.6545376 0.6545376 0.6552886 0.6552886 0.6552886 0.6552886
 [134] 0.6552886 0.6552886 0.6552886 0.6552886 0.6552886 0.6552886 0.6552886
 [141] 0.6552886 0.6552886 0.6552886 0.6552886 0.6552886 0.6552886 0.6552886
 [148] 0.6552886 0.6552886 0.6552886 0.6552886 0.6552886 0.6552886 0.6552886
 [155] 0.6552886 0.6552886 0.6552886 0.6552886 0.6552886 0.6552886 0.6552886
 [162] 0.6552886 0.6552886 0.6552886 0.6552886 0.6552886 0.6552886 0.6552886
 [169] 0.6552886 0.6552886 0.6552886 0.6552886 0.6552886 0.6552886 0.6552886
 [176] 0.6552886 0.6552886 0.6552886 0.6552886 0.6552886 0.6552886 0.6552886
 [183] 0.6552886 0.6552886 0.6552886 0.6552886 0.6552886 0.6552886 0.6552886
 [190] 0.6552886 0.6552886 0.6552886 0.6552886 0.6552886 0.6552886 0.6552886
 [197] 0.6552886 0.6552886 0.6552886 0.6552886 0.6552886 0.6552886 0.6552886
 [204] 0.6552886 0.6552886 0.6552886 0.6552886 0.6552886 0.6552886 0.6552886
 [211] 0.6514570 0.6514570 0.6514570 0.6618106 0.6618106 0.6618106 0.6618106
 [218] 0.6618106 0.6618106 0.6618106 0.6618106 0.6618106 0.6618106 0.6618106
 [225] 0.6618106 0.6618106 0.6618106 0.6618106 0.6618106 0.6618106 0.6618106
 [232] 0.6618106 0.6618106 0.6618106 0.6618106 0.6618106 0.6618106 0.6618106
 [239] 0.6618106 0.6618106 0.6618106 0.6630888 0.6630888 0.6630888 0.6630888
 [246] 0.6630888 0.6630888 0.6630888 0.6630888 0.6630888 0.6630888 0.6630888
 [253] 0.6630888 0.6630888 0.6630888 0.6630888 0.7117100 0.7117100 0.7117100
 [260] 0.7117100 0.7117100 0.7117100 0.7117100 0.7117100 0.7117100 0.7117100
 [267] 0.7117100 0.7117100 0.7117100 0.7117100 0.7117100 0.7117100 0.7117100
 [274] 0.7117100 0.7117100 0.7117100 0.7117100 0.7117100 0.7117100 0.7117100
 [281] 0.7117100 0.7117100 0.7117100 0.7117100 0.7117100 0.7117100 0.7117100
 [288] 0.7117100 0.7117100 0.7117100 0.7117100 0.7117100 0.7117100 0.7117100
 [295] 0.7117100 0.7117100 0.7117100 0.7117100 0.7117100 0.7117100 0.7117100
 [302] 0.7117100 0.7117100 0.7117100 0.7117100 0.7117100 0.7117100 0.7117100
 [309] 0.7117100 0.7117100 0.7117100 0.7117100 0.7117100 0.7117100 0.7117100
 [316] 0.7117100 0.7117100 0.7117100 0.7117100 0.7117100 0.7117100 0.7117100
 [323] 0.7117100 0.7117100 0.7117100 0.7117100 0.7117100 0.7117100 0.7117100
 [330] 0.7117100 0.7117100 0.7117100 0.7117100 0.7117100 0.7117100 0.7117100
 [337] 0.6538023 0.6538023 0.6538023 0.6538023 0.6538023 0.6538023 0.6538023
 [344] 0.6538023 0.6538023 0.6538023 0.6538023 0.6538023 0.6538023 0.6538023
 [351] 0.6538023 0.6538023 0.6561860 0.6561860 0.6561860 0.6561860 0.6561860
 [358] 0.6561860 0.6561860 0.6561860 0.6561860 0.6561860 0.6561860 0.6561860
 [365] 0.6561860 0.6561860 0.6561860 0.6561860 0.6561860 0.6561860 0.6561860
 [372] 0.6561860 0.6561860 0.6561860 0.6561860 0.6561860 0.6561860 0.6561860
 [379] 0.6561860 0.6561860 0.6561860 0.6561860 0.6561860 0.6561860 0.6561860
 [386] 0.6561860 0.6561860 0.6561860 0.6561860 0.6561860 0.6561860 0.6561860
 [393] 0.6561860 0.6561860 0.6561860 0.6561860 0.6561860 0.6561860 0.6561860
 [400] 0.6561860 0.6561860 0.6561860 0.6561860 0.6561860 0.6561860 0.6561860
 [407] 0.6561860 0.6561860 0.6570720 0.6570720 0.6570720 0.6570720 0.6570720
 [414] 0.6570720 0.6570720 0.6570720 0.6570720 0.6570720 0.6570720 0.6570720
 [421] 0.6570720 0.6570720 0.6570720 0.6570720 0.6570720 0.6570720 0.6570720
 [428] 0.6570720 0.6570720 0.6944493 0.6944493 0.6944493 0.6944493 0.6944493
 [435] 0.6944493 0.6944493 0.6944493 0.6944493 0.6944493 0.6944493 0.6944493
 [442] 0.6944493 0.6944493 0.6944493 0.6944493 0.6944493 0.6944493 0.6944493
 [449] 0.6944493 0.6944493 0.6944493 0.6944493 0.6944493 0.6944493 0.6944493
 [456] 0.6944493 0.6944493 0.6944493 0.6944493 0.6944493 0.6944493 0.6944493
 [463] 0.6944493 0.6944493 0.6944493 0.6944493 0.6944493 0.6944493 0.6944493
 [470] 0.6944493 0.6944493 0.6944493 0.6944493 0.6944493 0.6944493 0.6944493
 [477] 0.6944493 0.6944493 0.6944493 0.6944493 0.6944493 0.6944493 0.6944493
 [484] 0.6944493 0.6944493 0.6944493 0.6944493 0.6944493 0.6944493 0.6944493
 [491] 0.6944493 0.6944493 0.6944493 0.6944493 0.6944493 0.6944493 0.6944493
 [498] 0.6944493 0.6944493 0.6944493 0.6944493 0.6944493 0.6944493 0.6944493
 [505] 0.6944493 0.6944493 0.6944493 0.6944493 0.6944493 0.6944493 0.6944493
 [512] 0.6944493 0.6944493 0.6944493 0.6944493 0.6944493 0.6944493 0.6944493
 [519] 0.6944493 0.6944493 0.6944493 0.6944493 0.6944493 0.6944493 0.6944493
 [526] 0.6944493 0.6944493 0.6944493 0.6944493 0.6944493 0.6944493 0.6944493
 [533] 0.6944493 0.6944493 0.6944493 0.6944493 0.6944493 0.6944493 0.6944493
 [540] 0.6944493 0.6944493 0.6944493 0.6944493 0.6944493 0.6944493 0.6944493
 [547] 0.6944493 0.6944493 0.6944493 0.6944493 0.6944493 0.6944493 0.6944493
 [554] 0.6944493 0.6944493 0.6944493 0.6944493 0.6944493 0.6944493 0.6944493
 [561] 0.6944493 0.6944493 0.6944493 0.6944493 0.6944493 0.6944493 0.6944493
 [568] 0.6944493 0.6944493 0.6944493 0.6944493 0.6944493 0.6944493 0.6944493
 [575] 0.6944493 0.6944493 0.6944493 0.6944493 0.6944493 0.6944493 0.6944493
 [582] 0.6944493 0.6944493 0.6944493 0.6944493 0.6944493 0.6944493 0.6944493
 [589] 0.6944493 0.6944493 0.6944493 0.6944493 0.6944493 0.6944493 0.6944493
 [596] 0.6944493 0.6944493 0.6944493 0.6944493 0.6944493 0.6944493 0.6944493
 [603] 0.6645906 0.6645906 0.6645906 0.6645906 0.6645906 0.6645906 0.6645906
 [610] 0.6645906 0.6645906 0.6645906 0.6645906 0.7158857 0.7158857 0.7158857
 [617] 0.7158857 0.7158857 0.7158857 0.7158857 0.7158857 0.7158857 0.7158857
 [624] 0.7158857 0.7158857 0.7158857 0.7158857 0.7158857 0.7158857 0.7158857
 [631] 0.7158857 0.7158857 0.7158857 0.7158857 0.7158857 0.7158857 0.7158857
 [638] 0.7158857 0.7158857 0.7158857 0.7158857 0.7158857 0.7158857 0.7158857
 [645] 0.7158857 0.7158857 0.7158857 0.7158857 0.7158857 0.7158857 0.7158857
 [652] 0.7158857 0.7158857 0.7158857 0.7158857 0.7158857 0.7158857 0.7158857
 [659] 0.7158857 0.7158857 0.7158857 0.7158857 0.7158857 0.7158857 0.7158857
 [666] 0.7158857 0.7158857 0.7158857 0.7158857 0.7158857 0.7158857 0.7158857
 [673] 0.7158857 0.7158857 0.7198896 0.7198896 0.7198896 0.7198896 0.7198896
 [680] 0.7198896 0.7198896 0.7198896 0.7198896 0.7198896 0.7198896 0.7198896
 [687] 0.7198896 0.7198896 0.7198896 0.7198896 0.7198896 0.7198896 0.7198896
 [694] 0.7198896 0.7198896 0.7198896 0.7198896 0.7198896 0.7198896 0.7198896
 [701] 0.7198896 0.7198896 0.9866835 0.9866835 0.9866835 0.9866835 0.9866835
 [708] 0.9866835 0.9866835 0.9866835 0.9866835 0.9866835 0.9866835 0.9866835
 [715] 0.9866835 0.9866835 0.9866835 0.9866835 0.9866835 0.9866835 0.9866835
 [722] 0.9866835 0.9866835 0.9866835 0.9866835 0.9866835 0.9866835 0.9866835
 [729] 0.9866835 0.9866835 0.9866835 0.9866835 0.9866835 0.9866835 0.9866835
 [736] 0.9866835 0.9866835 0.9866835 0.9866835 0.9866835 0.9866835 0.9866835
 [743] 0.9866835 0.9866835 0.9866835 0.9866835 0.9866835 0.9866835 0.9866835
 [750] 0.9866835 0.9866835 0.9866835 0.9866835 0.9866835 0.9866835 0.9866835
 [757] 0.9866835 0.9866835 0.9866835 0.9866835 0.9866835 0.9866835 0.9866835
 [764] 0.9866835 0.9866835 0.9866835 0.9866835 0.9866835 0.9866835 0.9866835
 [771] 0.9866835 0.9866835 0.9866835 0.9866835 0.9866835 0.9866835 0.9866835
 [778] 0.9866835 0.9866835 0.9866835 0.9866835 0.9866835 0.9866835 0.9866835
 [785] 0.9866835 0.9866835 0.9866835 0.9866835 0.9866835 0.9866835 0.9866835
 [792] 0.9866835 0.9866835 0.9866835 0.9866835 0.9866835 0.9866835 0.9866835
 [799] 0.9866835 0.9866835 0.9866835 0.9866835 0.9866835 0.9866835 0.9866835
 [806] 0.9866835 0.9866835 0.9866835 0.9866835 0.9866835 0.9866835 0.9866835
 [813] 0.9866835 0.9866835 0.9866835 0.9866835 0.9866835 0.9866835 0.9866835
 [820] 0.9866835 0.9866835 0.9866835 0.9866835 0.9866835 0.9866835 0.9866835
 [827] 0.9866835 0.9866835 0.9866835 0.9866835 0.9866835 0.9866835 0.9866835
 [834] 0.9866835 0.9866835 0.9866835 0.9866835 0.9866835 0.9866835 0.9866835
 [841] 0.9866835 0.9866835 0.9866835 0.9866835 0.9866835 0.9866835 0.9866835
 [848] 0.9866835 0.9866835 0.9866835 0.9866835 0.9866835 0.9866835 0.9866835
 [855] 0.9866835 0.9866835 0.9866835 0.9866835 0.9866835 0.9866835 0.9866835
 [862] 0.9866835 0.9866835 0.9866835 0.9866835 0.9866835 0.9866835 0.9866835
 [869] 0.9866835 0.9866835 0.9866835 0.9866835 0.9866835 0.9866835 0.9866835
 [876] 0.9866835 0.9866835 0.9866835 0.9866835 0.9866835 0.9866835 0.9866835
 [883] 0.9866835 0.9866835 0.9866835 0.9866835 0.9866835 0.9866835 0.9866835
 [890] 0.9866835 0.9866835 0.9866835 0.9866835 0.9866835 0.9866835 0.9866835
 [897] 0.9866835 0.9866835 0.9866835 0.9866835 0.9866835 0.9866835 0.9866835
 [904] 0.9866835 0.9866835 0.9866835 0.9866835 0.9866835 0.9866835 0.9866835
 [911] 0.9866835 0.9866835 0.9866835 0.9866835 0.9866835 0.9866835 0.9866835
 [918] 0.9866835 0.9866835 0.9866835 0.9866835 0.9866835 0.9866835 0.9866835
 [925] 0.9866835 0.9866835 0.9866835 0.9866835 0.9866835 0.9866835 0.9866835
 [932] 0.9866835 0.9866835 0.9866835 0.9866835 0.9866835 0.9866835 0.9866835
 [939] 0.9866835 0.9866835 0.9866835 0.9866835 0.9866835 0.9866835 0.9866835
 [946] 0.9866835 0.9866835 0.9866835 0.9866835 0.9866835 0.9866835 0.9866835
 [953] 0.9866835 0.9866835 0.9866835 0.9866835 0.9866835 0.9866835 0.9866835
 [960] 0.9866835 0.9866835 0.9866835 0.9866835 0.9866835 0.9866835 0.9866835
 [967] 0.9866835 0.9866835 0.9866835 0.9866835 0.9866835 0.9866835 0.9866835
 [974] 0.9866835 0.9866835 0.9866835 0.9866835 0.9866835 0.9866835 0.9866835
 [981] 0.9866835 0.9866835 0.9866835 0.9866835 0.9866835 0.9866835 0.9866835
 [988] 0.9866835 0.9866835 0.9866835 0.9866835 0.9866835 0.9866835 0.9866835
 [995] 0.9866835 0.9866835 0.9866835 0.9866835 0.9866835 0.9866835

$p.x
   [1] 0.234097336 0.234097336 0.234097336 0.050288936 0.050288936 0.050288936
   [7] 0.050288936 0.050288936 0.050288936 0.020430057 0.020430057 0.016085342
  [13] 0.016085342 0.016085342 0.016085342 0.016085342 0.016085342 0.016085342
  [19] 0.016085342 0.016085342 0.016085342 0.016085342 0.003257918 0.003334361
  [25] 0.001431795 0.001431795 0.001431795 0.003247587 0.003247587 0.003247587
  [31] 0.003247587 0.013187524 0.010875822 0.010875822 0.010875822 0.010875822
  [37] 0.010875822 0.010875822 0.010875822 0.010875822 0.008709670 0.008709670
  [43] 0.008709670 0.008709670 0.008709670 0.008709670 0.008709670 0.008709670
  [49] 0.008709670 0.008709670 0.008709670 0.008709670 0.008709670 0.008709670
  [55] 0.008709670 0.008709670 0.002313522 0.002313522 0.002313522 0.001031911
  [61] 0.001031911 0.005345103 0.005345103 0.005345103 0.005345103 0.005345103
  [67] 0.005345103 0.005345103 0.005345103 0.005345103 0.005345103 0.005345103
  [73] 0.005345103 0.005345103 0.005345103 0.005345103 0.052075127 0.052075127
  [79] 0.052075127 0.052075127 0.052075127 0.052075127 0.052075127 0.052075127
  [85] 0.052075127 0.052075127 0.049093062 0.049093062 0.049093062 0.049093062
  [91] 0.049093062 0.049093062 0.049093062 0.049093062 0.049093062 0.049093062
  [97] 0.049093062 0.049093062 0.049093062 0.049093062 0.049093062 0.049093062
 [103] 0.049093062 0.049093062 0.049093062 0.049093062 0.049093062 0.049093062
 [109] 0.049093062 0.049093062 0.049093062 0.049093062 0.049093062 0.049093062
 [115] 0.049093062 0.021006887 0.021006887 0.021006887 0.021006887 0.021006887
 [121] 0.021006887 0.021006887 0.021006887 0.021006887 0.021006887 0.021006887
 [127] 0.021006887 0.021006887 0.021006887 0.044323208 0.044323208 0.044323208
 [133] 0.044323208 0.044323208 0.044323208 0.044323208 0.044323208 0.044323208
 [139] 0.044323208 0.044323208 0.044323208 0.044323208 0.044323208 0.044323208
 [145] 0.044323208 0.044323208 0.044323208 0.044323208 0.044323208 0.044323208
 [151] 0.044323208 0.044323208 0.044323208 0.044323208 0.044323208 0.044323208
 [157] 0.044323208 0.044323208 0.044323208 0.044323208 0.044323208 0.044323208
 [163] 0.044323208 0.044323208 0.044323208 0.044323208 0.044323208 0.044323208
 [169] 0.044323208 0.044323208 0.044323208 0.044323208 0.044323208 0.044323208
 [175] 0.044323208 0.044323208 0.044323208 0.044323208 0.044323208 0.044323208
 [181] 0.044323208 0.044323208 0.044323208 0.044323208 0.044323208 0.044323208
 [187] 0.044323208 0.044323208 0.044323208 0.044323208 0.044323208 0.044323208
 [193] 0.044323208 0.044323208 0.044323208 0.044323208 0.044323208 0.044323208
 [199] 0.044323208 0.044323208 0.044323208 0.044323208 0.044323208 0.044323208
 [205] 0.044323208 0.044323208 0.044323208 0.044323208 0.044323208 0.044323208
 [211] 0.004618954 0.004618954 0.004618954 0.012194044 0.012194044 0.012194044
 [217] 0.012194044 0.012194044 0.012194044 0.012194044 0.012194044 0.012194044
 [223] 0.012194044 0.012194044 0.012194044 0.012194044 0.012194044 0.012194044
 [229] 0.012194044 0.012194044 0.012194044 0.012194044 0.012194044 0.012194044
 [235] 0.012194044 0.012194044 0.012194044 0.012194044 0.012194044 0.012194044
 [241] 0.012194044 0.005468855 0.005468855 0.005468855 0.005468855 0.005468855
 [247] 0.005468855 0.005468855 0.005468855 0.005468855 0.005468855 0.005468855
 [253] 0.005468855 0.005468855 0.005468855 0.005468855 0.032194026 0.032194026
 [259] 0.032194026 0.032194026 0.032194026 0.032194026 0.032194026 0.032194026
 [265] 0.032194026 0.032194026 0.032194026 0.032194026 0.032194026 0.032194026
 [271] 0.032194026 0.032194026 0.032194026 0.032194026 0.032194026 0.032194026
 [277] 0.032194026 0.032194026 0.032194026 0.032194026 0.032194026 0.032194026
 [283] 0.032194026 0.032194026 0.032194026 0.032194026 0.032194026 0.032194026
 [289] 0.032194026 0.032194026 0.032194026 0.032194026 0.032194026 0.032194026
 [295] 0.032194026 0.032194026 0.032194026 0.032194026 0.032194026 0.032194026
 [301] 0.032194026 0.032194026 0.032194026 0.032194026 0.032194026 0.032194026
 [307] 0.032194026 0.032194026 0.032194026 0.032194026 0.032194026 0.032194026
 [313] 0.032194026 0.032194026 0.032194026 0.032194026 0.032194026 0.032194026
 [319] 0.032194026 0.032194026 0.032194026 0.032194026 0.032194026 0.032194026
 [325] 0.032194026 0.032194026 0.032194026 0.032194026 0.032194026 0.032194026
 [331] 0.032194026 0.032194026 0.032194026 0.032194026 0.032194026 0.032194026
 [337] 0.014348927 0.014348927 0.014348927 0.014348927 0.014348927 0.014348927
 [343] 0.014348927 0.014348927 0.014348927 0.014348927 0.014348927 0.014348927
 [349] 0.014348927 0.014348927 0.014348927 0.014348927 0.031455353 0.031455353
 [355] 0.031455353 0.031455353 0.031455353 0.031455353 0.031455353 0.031455353
 [361] 0.031455353 0.031455353 0.031455353 0.031455353 0.031455353 0.031455353
 [367] 0.031455353 0.031455353 0.031455353 0.031455353 0.031455353 0.031455353
 [373] 0.031455353 0.031455353 0.031455353 0.031455353 0.031455353 0.031455353
 [379] 0.031455353 0.031455353 0.031455353 0.031455353 0.031455353 0.031455353
 [385] 0.031455353 0.031455353 0.031455353 0.031455353 0.031455353 0.031455353
 [391] 0.031455353 0.031455353 0.031455353 0.031455353 0.031455353 0.031455353
 [397] 0.031455353 0.031455353 0.031455353 0.031455353 0.031455353 0.031455353
 [403] 0.031455353 0.031455353 0.031455353 0.031455353 0.031455353 0.031455353
 [409] 0.013981932 0.013981932 0.013981932 0.013981932 0.013981932 0.013981932
 [415] 0.013981932 0.013981932 0.013981932 0.013981932 0.013981932 0.013981932
 [421] 0.013981932 0.013981932 0.013981932 0.013981932 0.013981932 0.013981932
 [427] 0.013981932 0.013981932 0.013981932 0.066925052 0.066925052 0.066925052
 [433] 0.066925052 0.066925052 0.066925052 0.066925052 0.066925052 0.066925052
 [439] 0.066925052 0.066925052 0.066925052 0.066925052 0.066925052 0.066925052
 [445] 0.066925052 0.066925052 0.066925052 0.066925052 0.066925052 0.066925052
 [451] 0.066925052 0.066925052 0.066925052 0.066925052 0.066925052 0.066925052
 [457] 0.066925052 0.066925052 0.066925052 0.066925052 0.066925052 0.066925052
 [463] 0.066925052 0.066925052 0.066925052 0.066925052 0.066925052 0.066925052
 [469] 0.066925052 0.066925052 0.066925052 0.066925052 0.066925052 0.066925052
 [475] 0.066925052 0.066925052 0.066925052 0.066925052 0.066925052 0.066925052
 [481] 0.066925052 0.066925052 0.066925052 0.066925052 0.066925052 0.066925052
 [487] 0.066925052 0.066925052 0.066925052 0.066925052 0.066925052 0.066925052
 [493] 0.066925052 0.066925052 0.066925052 0.066925052 0.066925052 0.066925052
 [499] 0.066925052 0.066925052 0.066925052 0.066925052 0.066925052 0.066925052
 [505] 0.066925052 0.066925052 0.066925052 0.066925052 0.066925052 0.066925052
 [511] 0.066925052 0.066925052 0.066925052 0.066925052 0.066925052 0.066925052
 [517] 0.066925052 0.066925052 0.066925052 0.066925052 0.066925052 0.066925052
 [523] 0.066925052 0.066925052 0.066925052 0.066925052 0.066925052 0.066925052
 [529] 0.066925052 0.066925052 0.066925052 0.066925052 0.066925052 0.066925052
 [535] 0.066925052 0.066925052 0.066925052 0.066925052 0.066925052 0.066925052
 [541] 0.066925052 0.066925052 0.066925052 0.066925052 0.066925052 0.066925052
 [547] 0.066925052 0.066925052 0.066925052 0.066925052 0.066925052 0.066925052
 [553] 0.066925052 0.066925052 0.066925052 0.066925052 0.066925052 0.066925052
 [559] 0.066925052 0.066925052 0.066925052 0.066925052 0.066925052 0.066925052
 [565] 0.066925052 0.066925052 0.066925052 0.066925052 0.066925052 0.066925052
 [571] 0.066925052 0.066925052 0.066925052 0.066925052 0.066925052 0.066925052
 [577] 0.066925052 0.066925052 0.066925052 0.066925052 0.066925052 0.066925052
 [583] 0.066925052 0.066925052 0.066925052 0.066925052 0.066925052 0.066925052
 [589] 0.066925052 0.066925052 0.066925052 0.066925052 0.066925052 0.066925052
 [595] 0.066925052 0.066925052 0.066925052 0.066925052 0.066925052 0.066925052
 [601] 0.066925052 0.066925052 0.003934836 0.003934836 0.003934836 0.003934836
 [607] 0.003934836 0.003934836 0.003934836 0.003934836 0.003934836 0.003934836
 [613] 0.003934836 0.024209992 0.024209992 0.024209992 0.024209992 0.024209992
 [619] 0.024209992 0.024209992 0.024209992 0.024209992 0.024209992 0.024209992
 [625] 0.024209992 0.024209992 0.024209992 0.024209992 0.024209992 0.024209992
 [631] 0.024209992 0.024209992 0.024209992 0.024209992 0.024209992 0.024209992
 [637] 0.024209992 0.024209992 0.024209992 0.024209992 0.024209992 0.024209992
 [643] 0.024209992 0.024209992 0.024209992 0.024209992 0.024209992 0.024209992
 [649] 0.024209992 0.024209992 0.024209992 0.024209992 0.024209992 0.024209992
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 [890] -3.655227 -3.655227 -3.655227 -3.655227 -3.655227 -3.655227 -3.655227
 [897] -3.655227 -3.655227 -3.655227 -3.655227 -3.655227 -3.655227 -3.655227
 [904] -3.655227 -3.655227 -3.655227 -3.655227 -3.655227 -3.655227 -3.655227
 [911] -3.655227 -3.655227 -3.655227 -3.655227 -3.655227 -3.655227 -3.655227
 [918] -3.655227 -3.655227 -3.655227 -3.655227 -3.655227 -3.655227 -3.655227
 [925] -3.655227 -3.655227 -3.655227 -3.655227 -3.655227 -3.655227 -3.655227
 [932] -3.655227 -3.655227 -3.655227 -3.655227 -3.655227 -3.655227 -3.655227
 [939] -3.655227 -3.655227 -3.655227 -3.655227 -3.655227 -3.655227 -3.655227
 [946] -3.655227 -3.655227 -3.655227 -3.655227 -3.655227 -3.655227 -3.655227
 [953] -3.655227 -3.655227 -3.655227 -3.655227 -3.655227 -3.655227 -3.655227
 [960] -3.655227 -3.655227 -3.655227 -3.655227 -3.655227 -3.655227 -3.655227
 [967] -3.655227 -3.655227 -3.655227 -3.655227 -3.655227 -3.655227 -3.655227
 [974] -3.655227 -3.655227 -3.655227 -3.655227 -3.655227 -3.655227 -3.655227
 [981] -3.655227 -3.655227 -3.655227 -3.655227 -3.655227 -3.655227 -3.655227
 [988] -3.655227 -3.655227 -3.655227 -3.655227 -3.655227 -3.655227 -3.655227
 [995] -3.655227 -3.655227 -3.655227 -3.655227 -3.655227 -3.655227

$logNL0.pval
   [1] 0.005633505 0.005633505 0.005633505 0.132321512 0.132321512 0.132321512
   [7] 0.132321512 0.132321512 0.132321512 0.146928830 0.146928830 1.000000000
  [13] 1.000000000 1.000000000 1.000000000 1.000000000 1.000000000 1.000000000
  [19] 1.000000000 1.000000000 1.000000000 1.000000000 0.277515299 1.000000000
  [25] 1.000000000 1.000000000 1.000000000 1.000000000 1.000000000 1.000000000
  [31] 1.000000000 0.164574211 1.000000000 1.000000000 1.000000000 1.000000000
  [37] 1.000000000 1.000000000 1.000000000 1.000000000 1.000000000 1.000000000
  [43] 1.000000000 1.000000000 1.000000000 1.000000000 1.000000000 1.000000000
  [49] 1.000000000 1.000000000 1.000000000 1.000000000 1.000000000 1.000000000
  [55] 1.000000000 1.000000000 1.000000000 1.000000000 1.000000000 1.000000000
  [61] 1.000000000 0.350573799 0.350573799 0.350573799 0.350573799 0.350573799
  [67] 0.350573799 0.350573799 0.350573799 0.350573799 0.350573799 0.350573799
  [73] 0.350573799 0.350573799 0.350573799 0.350573799 0.227671487 0.227671487
  [79] 0.227671487 0.227671487 0.227671487 0.227671487 0.227671487 0.227671487
  [85] 0.227671487 0.227671487 1.000000000 1.000000000 1.000000000 1.000000000
  [91] 1.000000000 1.000000000 1.000000000 1.000000000 1.000000000 1.000000000
  [97] 1.000000000 1.000000000 1.000000000 1.000000000 1.000000000 1.000000000
 [103] 1.000000000 1.000000000 1.000000000 1.000000000 1.000000000 1.000000000
 [109] 1.000000000 1.000000000 1.000000000 1.000000000 1.000000000 1.000000000
 [115] 1.000000000 1.000000000 1.000000000 1.000000000 1.000000000 1.000000000
 [121] 1.000000000 1.000000000 1.000000000 1.000000000 1.000000000 1.000000000
 [127] 1.000000000 1.000000000 1.000000000 1.000000000 1.000000000 1.000000000
 [133] 1.000000000 1.000000000 1.000000000 1.000000000 1.000000000 1.000000000
 [139] 1.000000000 1.000000000 1.000000000 1.000000000 1.000000000 1.000000000
 [145] 1.000000000 1.000000000 1.000000000 1.000000000 1.000000000 1.000000000
 [151] 1.000000000 1.000000000 1.000000000 1.000000000 1.000000000 1.000000000
 [157] 1.000000000 1.000000000 1.000000000 1.000000000 1.000000000 1.000000000
 [163] 1.000000000 1.000000000 1.000000000 1.000000000 1.000000000 1.000000000
 [169] 1.000000000 1.000000000 1.000000000 1.000000000 1.000000000 1.000000000
 [175] 1.000000000 1.000000000 1.000000000 1.000000000 1.000000000 1.000000000
 [181] 1.000000000 1.000000000 1.000000000 1.000000000 1.000000000 1.000000000
 [187] 1.000000000 1.000000000 1.000000000 1.000000000 1.000000000 1.000000000
 [193] 1.000000000 1.000000000 1.000000000 1.000000000 1.000000000 1.000000000
 [199] 1.000000000 1.000000000 1.000000000 1.000000000 1.000000000 1.000000000
 [205] 1.000000000 1.000000000 1.000000000 1.000000000 1.000000000 1.000000000
 [211] 1.000000000 1.000000000 1.000000000 1.000000000 1.000000000 1.000000000
 [217] 1.000000000 1.000000000 1.000000000 1.000000000 1.000000000 1.000000000
 [223] 1.000000000 1.000000000 1.000000000 1.000000000 1.000000000 1.000000000
 [229] 1.000000000 1.000000000 1.000000000 1.000000000 1.000000000 1.000000000
 [235] 1.000000000 1.000000000 1.000000000 1.000000000 1.000000000 1.000000000
 [241] 1.000000000 1.000000000 1.000000000 1.000000000 1.000000000 1.000000000
 [247] 1.000000000 1.000000000 1.000000000 1.000000000 1.000000000 1.000000000
 [253] 1.000000000 1.000000000 1.000000000 1.000000000 0.257559371 0.257559371
 [259] 0.257559371 0.257559371 0.257559371 0.257559371 0.257559371 0.257559371
 [265] 0.257559371 0.257559371 0.257559371 0.257559371 0.257559371 0.257559371
 [271] 0.257559371 0.257559371 0.257559371 0.257559371 0.257559371 0.257559371
 [277] 0.257559371 0.257559371 0.257559371 0.257559371 0.257559371 0.257559371
 [283] 0.257559371 0.257559371 0.257559371 0.257559371 0.257559371 0.257559371
 [289] 0.257559371 0.257559371 0.257559371 0.257559371 0.257559371 0.257559371
 [295] 0.257559371 0.257559371 0.257559371 0.257559371 0.257559371 0.257559371
 [301] 0.257559371 0.257559371 0.257559371 0.257559371 0.257559371 0.257559371
 [307] 0.257559371 0.257559371 0.257559371 0.257559371 0.257559371 0.257559371
 [313] 0.257559371 0.257559371 0.257559371 0.257559371 0.257559371 0.257559371
 [319] 0.257559371 0.257559371 0.257559371 0.257559371 0.257559371 0.257559371
 [325] 0.257559371 0.257559371 0.257559371 0.257559371 0.257559371 0.257559371
 [331] 0.257559371 0.257559371 0.257559371 0.257559371 0.257559371 0.257559371
 [337] 1.000000000 1.000000000 1.000000000 1.000000000 1.000000000 1.000000000
 [343] 1.000000000 1.000000000 1.000000000 1.000000000 1.000000000 1.000000000
 [349] 1.000000000 1.000000000 1.000000000 1.000000000 1.000000000 1.000000000
 [355] 1.000000000 1.000000000 1.000000000 1.000000000 1.000000000 1.000000000
 [361] 1.000000000 1.000000000 1.000000000 1.000000000 1.000000000 1.000000000
 [367] 1.000000000 1.000000000 1.000000000 1.000000000 1.000000000 1.000000000
 [373] 1.000000000 1.000000000 1.000000000 1.000000000 1.000000000 1.000000000
 [379] 1.000000000 1.000000000 1.000000000 1.000000000 1.000000000 1.000000000
 [385] 1.000000000 1.000000000 1.000000000 1.000000000 1.000000000 1.000000000
 [391] 1.000000000 1.000000000 1.000000000 1.000000000 1.000000000 1.000000000
 [397] 1.000000000 1.000000000 1.000000000 1.000000000 1.000000000 1.000000000
 [403] 1.000000000 1.000000000 1.000000000 1.000000000 1.000000000 1.000000000
 [409] 1.000000000 1.000000000 1.000000000 1.000000000 1.000000000 1.000000000
 [415] 1.000000000 1.000000000 1.000000000 1.000000000 1.000000000 1.000000000
 [421] 1.000000000 1.000000000 1.000000000 1.000000000 1.000000000 1.000000000
 [427] 1.000000000 1.000000000 1.000000000 0.425280450 0.425280450 0.425280450
 [433] 0.425280450 0.425280450 0.425280450 0.425280450 0.425280450 0.425280450
 [439] 0.425280450 0.425280450 0.425280450 0.425280450 0.425280450 0.425280450
 [445] 0.425280450 0.425280450 0.425280450 0.425280450 0.425280450 0.425280450
 [451] 0.425280450 0.425280450 0.425280450 0.425280450 0.425280450 0.425280450
 [457] 0.425280450 0.425280450 0.425280450 0.425280450 0.425280450 0.425280450
 [463] 0.425280450 0.425280450 0.425280450 0.425280450 0.425280450 0.425280450
 [469] 0.425280450 0.425280450 0.425280450 0.425280450 0.425280450 0.425280450
 [475] 0.425280450 0.425280450 0.425280450 0.425280450 0.425280450 0.425280450
 [481] 0.425280450 0.425280450 0.425280450 0.425280450 0.425280450 0.425280450
 [487] 0.425280450 0.425280450 0.425280450 0.425280450 0.425280450 0.425280450
 [493] 0.425280450 0.425280450 0.425280450 0.425280450 0.425280450 0.425280450
 [499] 0.425280450 0.425280450 0.425280450 0.425280450 0.425280450 0.425280450
 [505] 0.425280450 0.425280450 0.425280450 0.425280450 0.425280450 0.425280450
 [511] 0.425280450 0.425280450 0.425280450 0.425280450 0.425280450 0.425280450
 [517] 0.425280450 0.425280450 0.425280450 0.425280450 0.425280450 0.425280450
 [523] 0.425280450 0.425280450 0.425280450 0.425280450 0.425280450 0.425280450
 [529] 0.425280450 0.425280450 0.425280450 0.425280450 0.425280450 0.425280450
 [535] 0.425280450 0.425280450 0.425280450 0.425280450 0.425280450 0.425280450
 [541] 0.425280450 0.425280450 0.425280450 0.425280450 0.425280450 0.425280450
 [547] 0.425280450 0.425280450 0.425280450 0.425280450 0.425280450 0.425280450
 [553] 0.425280450 0.425280450 0.425280450 0.425280450 0.425280450 0.425280450
 [559] 0.425280450 0.425280450 0.425280450 0.425280450 0.425280450 0.425280450
 [565] 0.425280450 0.425280450 0.425280450 0.425280450 0.425280450 0.425280450
 [571] 0.425280450 0.425280450 0.425280450 0.425280450 0.425280450 0.425280450
 [577] 0.425280450 0.425280450 0.425280450 0.425280450 0.425280450 0.425280450
 [583] 0.425280450 0.425280450 0.425280450 0.425280450 0.425280450 0.425280450
 [589] 0.425280450 0.425280450 0.425280450 0.425280450 0.425280450 0.425280450
 [595] 0.425280450 0.425280450 0.425280450 0.425280450 0.425280450 0.425280450
 [601] 0.425280450 0.425280450 1.000000000 1.000000000 1.000000000 1.000000000
 [607] 1.000000000 1.000000000 1.000000000 1.000000000 1.000000000 1.000000000
 [613] 1.000000000 0.231574622 0.231574622 0.231574622 0.231574622 0.231574622
 [619] 0.231574622 0.231574622 0.231574622 0.231574622 0.231574622 0.231574622
 [625] 0.231574622 0.231574622 0.231574622 0.231574622 0.231574622 0.231574622
 [631] 0.231574622 0.231574622 0.231574622 0.231574622 0.231574622 0.231574622
 [637] 0.231574622 0.231574622 0.231574622 0.231574622 0.231574622 0.231574622
 [643] 0.231574622 0.231574622 0.231574622 0.231574622 0.231574622 0.231574622
 [649] 0.231574622 0.231574622 0.231574622 0.231574622 0.231574622 0.231574622
 [655] 0.231574622 0.231574622 0.231574622 0.231574622 0.231574622 0.231574622
 [661] 0.231574622 0.231574622 0.231574622 0.231574622 0.231574622 0.231574622
 [667] 0.231574622 0.231574622 0.231574622 0.231574622 0.231574622 0.231574622
 [673] 0.231574622 0.231574622 0.210003982 0.210003982 0.210003982 0.210003982
 [679] 0.210003982 0.210003982 0.210003982 0.210003982 0.210003982 0.210003982
 [685] 0.210003982 0.210003982 0.210003982 0.210003982 0.210003982 0.210003982
 [691] 0.210003982 0.210003982 0.210003982 0.210003982 0.210003982 0.210003982
 [697] 0.210003982 0.210003982 0.210003982 0.210003982 0.210003982 0.210003982
 [703] 0.011571787 0.011571787 0.011571787 0.011571787 0.011571787 0.011571787
 [709] 0.011571787 0.011571787 0.011571787 0.011571787 0.011571787 0.011571787
 [715] 0.011571787 0.011571787 0.011571787 0.011571787 0.011571787 0.011571787
 [721] 0.011571787 0.011571787 0.011571787 0.011571787 0.011571787 0.011571787
 [727] 0.011571787 0.011571787 0.011571787 0.011571787 0.011571787 0.011571787
 [733] 0.011571787 0.011571787 0.011571787 0.011571787 0.011571787 0.011571787
 [739] 0.011571787 0.011571787 0.011571787 0.011571787 0.011571787 0.011571787
 [745] 0.011571787 0.011571787 0.011571787 0.011571787 0.011571787 0.011571787
 [751] 0.011571787 0.011571787 0.011571787 0.011571787 0.011571787 0.011571787
 [757] 0.011571787 0.011571787 0.011571787 0.011571787 0.011571787 0.011571787
 [763] 0.011571787 0.011571787 0.011571787 0.011571787 0.011571787 0.011571787
 [769] 0.011571787 0.011571787 0.011571787 0.011571787 0.011571787 0.011571787
 [775] 0.011571787 0.011571787 0.011571787 0.011571787 0.011571787 0.011571787
 [781] 0.011571787 0.011571787 0.011571787 0.011571787 0.011571787 0.011571787
 [787] 0.011571787 0.011571787 0.011571787 0.011571787 0.011571787 0.011571787
 [793] 0.011571787 0.011571787 0.011571787 0.011571787 0.011571787 0.011571787
 [799] 0.011571787 0.011571787 0.011571787 0.011571787 0.011571787 0.011571787
 [805] 0.011571787 0.011571787 0.011571787 0.011571787 0.011571787 0.011571787
 [811] 0.011571787 0.011571787 0.011571787 0.011571787 0.011571787 0.011571787
 [817] 0.011571787 0.011571787 0.011571787 0.011571787 0.011571787 0.011571787
 [823] 0.011571787 0.011571787 0.011571787 0.011571787 0.011571787 0.011571787
 [829] 0.011571787 0.011571787 0.011571787 0.011571787 0.011571787 0.011571787
 [835] 0.011571787 0.011571787 0.011571787 0.011571787 0.011571787 0.011571787
 [841] 0.011571787 0.011571787 0.011571787 0.011571787 0.011571787 0.011571787
 [847] 0.011571787 0.011571787 0.011571787 0.011571787 0.011571787 0.011571787
 [853] 0.011571787 0.011571787 0.011571787 0.011571787 0.011571787 0.011571787
 [859] 0.011571787 0.011571787 0.011571787 0.011571787 0.011571787 0.011571787
 [865] 0.011571787 0.011571787 0.011571787 0.011571787 0.011571787 0.011571787
 [871] 0.011571787 0.011571787 0.011571787 0.011571787 0.011571787 0.011571787
 [877] 0.011571787 0.011571787 0.011571787 0.011571787 0.011571787 0.011571787
 [883] 0.011571787 0.011571787 0.011571787 0.011571787 0.011571787 0.011571787
 [889] 0.011571787 0.011571787 0.011571787 0.011571787 0.011571787 0.011571787
 [895] 0.011571787 0.011571787 0.011571787 0.011571787 0.011571787 0.011571787
 [901] 0.011571787 0.011571787 0.011571787 0.011571787 0.011571787 0.011571787
 [907] 0.011571787 0.011571787 0.011571787 0.011571787 0.011571787 0.011571787
 [913] 0.011571787 0.011571787 0.011571787 0.011571787 0.011571787 0.011571787
 [919] 0.011571787 0.011571787 0.011571787 0.011571787 0.011571787 0.011571787
 [925] 0.011571787 0.011571787 0.011571787 0.011571787 0.011571787 0.011571787
 [931] 0.011571787 0.011571787 0.011571787 0.011571787 0.011571787 0.011571787
 [937] 0.011571787 0.011571787 0.011571787 0.011571787 0.011571787 0.011571787
 [943] 0.011571787 0.011571787 0.011571787 0.011571787 0.011571787 0.011571787
 [949] 0.011571787 0.011571787 0.011571787 0.011571787 0.011571787 0.011571787
 [955] 0.011571787 0.011571787 0.011571787 0.011571787 0.011571787 0.011571787
 [961] 0.011571787 0.011571787 0.011571787 0.011571787 0.011571787 0.011571787
 [967] 0.011571787 0.011571787 0.011571787 0.011571787 0.011571787 0.011571787
 [973] 0.011571787 0.011571787 0.011571787 0.011571787 0.011571787 0.011571787
 [979] 0.011571787 0.011571787 0.011571787 0.011571787 0.011571787 0.011571787
 [985] 0.011571787 0.011571787 0.011571787 0.011571787 0.011571787 0.011571787
 [991] 0.011571787 0.011571787 0.011571787 0.011571787 0.011571787 0.011571787
 [997] 0.011571787 0.011571787 0.011571787 0.011571787

$I
[1] 0.7738273

$I.x
   [1] 0.9802423 0.9802423 0.9802423 0.7080961 0.7080961 0.7080961 0.7080961
   [8] 0.7080961 0.7080961 0.7043813 0.7043813 0.6594040 0.6594040 0.6594040
  [15] 0.6594040 0.6594040 0.6594040 0.6594040 0.6594040 0.6594040 0.6594040
  [22] 0.6594040 0.6848696 0.6538102 0.6532195 0.6532195 0.6532195 0.6570603
  [29] 0.6570603 0.6570603 0.6570603 0.7005276 0.6582311 0.6582311 0.6582311
  [36] 0.6582311 0.6582311 0.6582311 0.6582311 0.6582311 0.6531267 0.6531267
  [43] 0.6531267 0.6531267 0.6531267 0.6531267 0.6531267 0.6531267 0.6531267
  [50] 0.6531267 0.6531267 0.6531267 0.6531267 0.6531267 0.6531267 0.6531267
  [57] 0.6581226 0.6581226 0.6581226 0.6591588 0.6591588 0.7006181 0.7006181
  [64] 0.7006181 0.7006181 0.7006181 0.7006181 0.7006181 0.7006181 0.7006181
  [71] 0.7006181 0.7006181 0.7006181 0.7006181 0.7006181 0.7006181 0.6904111
  [78] 0.6904111 0.6904111 0.6904111 0.6904111 0.6904111 0.6904111 0.6904111
  [85] 0.6904111 0.6904111 0.6552779 0.6552779 0.6552779 0.6552779 0.6552779
  [92] 0.6552779 0.6552779 0.6552779 0.6552779 0.6552779 0.6552779 0.6552779
  [99] 0.6552779 0.6552779 0.6552779 0.6552779 0.6552779 0.6552779 0.6552779
 [106] 0.6552779 0.6552779 0.6552779 0.6552779 0.6552779 0.6552779 0.6552779
 [113] 0.6552779 0.6552779 0.6552779 0.6545376 0.6545376 0.6545376 0.6545376
 [120] 0.6545376 0.6545376 0.6545376 0.6545376 0.6545376 0.6545376 0.6545376
 [127] 0.6545376 0.6545376 0.6545376 0.6552886 0.6552886 0.6552886 0.6552886
 [134] 0.6552886 0.6552886 0.6552886 0.6552886 0.6552886 0.6552886 0.6552886
 [141] 0.6552886 0.6552886 0.6552886 0.6552886 0.6552886 0.6552886 0.6552886
 [148] 0.6552886 0.6552886 0.6552886 0.6552886 0.6552886 0.6552886 0.6552886
 [155] 0.6552886 0.6552886 0.6552886 0.6552886 0.6552886 0.6552886 0.6552886
 [162] 0.6552886 0.6552886 0.6552886 0.6552886 0.6552886 0.6552886 0.6552886
 [169] 0.6552886 0.6552886 0.6552886 0.6552886 0.6552886 0.6552886 0.6552886
 [176] 0.6552886 0.6552886 0.6552886 0.6552886 0.6552886 0.6552886 0.6552886
 [183] 0.6552886 0.6552886 0.6552886 0.6552886 0.6552886 0.6552886 0.6552886
 [190] 0.6552886 0.6552886 0.6552886 0.6552886 0.6552886 0.6552886 0.6552886
 [197] 0.6552886 0.6552886 0.6552886 0.6552886 0.6552886 0.6552886 0.6552886
 [204] 0.6552886 0.6552886 0.6552886 0.6552886 0.6552886 0.6552886 0.6552886
 [211] 0.6514570 0.6514570 0.6514570 0.6618106 0.6618106 0.6618106 0.6618106
 [218] 0.6618106 0.6618106 0.6618106 0.6618106 0.6618106 0.6618106 0.6618106
 [225] 0.6618106 0.6618106 0.6618106 0.6618106 0.6618106 0.6618106 0.6618106
 [232] 0.6618106 0.6618106 0.6618106 0.6618106 0.6618106 0.6618106 0.6618106
 [239] 0.6618106 0.6618106 0.6618106 0.6630888 0.6630888 0.6630888 0.6630888
 [246] 0.6630888 0.6630888 0.6630888 0.6630888 0.6630888 0.6630888 0.6630888
 [253] 0.6630888 0.6630888 0.6630888 0.6630888 0.7117100 0.7117100 0.7117100
 [260] 0.7117100 0.7117100 0.7117100 0.7117100 0.7117100 0.7117100 0.7117100
 [267] 0.7117100 0.7117100 0.7117100 0.7117100 0.7117100 0.7117100 0.7117100
 [274] 0.7117100 0.7117100 0.7117100 0.7117100 0.7117100 0.7117100 0.7117100
 [281] 0.7117100 0.7117100 0.7117100 0.7117100 0.7117100 0.7117100 0.7117100
 [288] 0.7117100 0.7117100 0.7117100 0.7117100 0.7117100 0.7117100 0.7117100
 [295] 0.7117100 0.7117100 0.7117100 0.7117100 0.7117100 0.7117100 0.7117100
 [302] 0.7117100 0.7117100 0.7117100 0.7117100 0.7117100 0.7117100 0.7117100
 [309] 0.7117100 0.7117100 0.7117100 0.7117100 0.7117100 0.7117100 0.7117100
 [316] 0.7117100 0.7117100 0.7117100 0.7117100 0.7117100 0.7117100 0.7117100
 [323] 0.7117100 0.7117100 0.7117100 0.7117100 0.7117100 0.7117100 0.7117100
 [330] 0.7117100 0.7117100 0.7117100 0.7117100 0.7117100 0.7117100 0.7117100
 [337] 0.6538023 0.6538023 0.6538023 0.6538023 0.6538023 0.6538023 0.6538023
 [344] 0.6538023 0.6538023 0.6538023 0.6538023 0.6538023 0.6538023 0.6538023
 [351] 0.6538023 0.6538023 0.6561860 0.6561860 0.6561860 0.6561860 0.6561860
 [358] 0.6561860 0.6561860 0.6561860 0.6561860 0.6561860 0.6561860 0.6561860
 [365] 0.6561860 0.6561860 0.6561860 0.6561860 0.6561860 0.6561860 0.6561860
 [372] 0.6561860 0.6561860 0.6561860 0.6561860 0.6561860 0.6561860 0.6561860
 [379] 0.6561860 0.6561860 0.6561860 0.6561860 0.6561860 0.6561860 0.6561860
 [386] 0.6561860 0.6561860 0.6561860 0.6561860 0.6561860 0.6561860 0.6561860
 [393] 0.6561860 0.6561860 0.6561860 0.6561860 0.6561860 0.6561860 0.6561860
 [400] 0.6561860 0.6561860 0.6561860 0.6561860 0.6561860 0.6561860 0.6561860
 [407] 0.6561860 0.6561860 0.6570720 0.6570720 0.6570720 0.6570720 0.6570720
 [414] 0.6570720 0.6570720 0.6570720 0.6570720 0.6570720 0.6570720 0.6570720
 [421] 0.6570720 0.6570720 0.6570720 0.6570720 0.6570720 0.6570720 0.6570720
 [428] 0.6570720 0.6570720 0.6944493 0.6944493 0.6944493 0.6944493 0.6944493
 [435] 0.6944493 0.6944493 0.6944493 0.6944493 0.6944493 0.6944493 0.6944493
 [442] 0.6944493 0.6944493 0.6944493 0.6944493 0.6944493 0.6944493 0.6944493
 [449] 0.6944493 0.6944493 0.6944493 0.6944493 0.6944493 0.6944493 0.6944493
 [456] 0.6944493 0.6944493 0.6944493 0.6944493 0.6944493 0.6944493 0.6944493
 [463] 0.6944493 0.6944493 0.6944493 0.6944493 0.6944493 0.6944493 0.6944493
 [470] 0.6944493 0.6944493 0.6944493 0.6944493 0.6944493 0.6944493 0.6944493
 [477] 0.6944493 0.6944493 0.6944493 0.6944493 0.6944493 0.6944493 0.6944493
 [484] 0.6944493 0.6944493 0.6944493 0.6944493 0.6944493 0.6944493 0.6944493
 [491] 0.6944493 0.6944493 0.6944493 0.6944493 0.6944493 0.6944493 0.6944493
 [498] 0.6944493 0.6944493 0.6944493 0.6944493 0.6944493 0.6944493 0.6944493
 [505] 0.6944493 0.6944493 0.6944493 0.6944493 0.6944493 0.6944493 0.6944493
 [512] 0.6944493 0.6944493 0.6944493 0.6944493 0.6944493 0.6944493 0.6944493
 [519] 0.6944493 0.6944493 0.6944493 0.6944493 0.6944493 0.6944493 0.6944493
 [526] 0.6944493 0.6944493 0.6944493 0.6944493 0.6944493 0.6944493 0.6944493
 [533] 0.6944493 0.6944493 0.6944493 0.6944493 0.6944493 0.6944493 0.6944493
 [540] 0.6944493 0.6944493 0.6944493 0.6944493 0.6944493 0.6944493 0.6944493
 [547] 0.6944493 0.6944493 0.6944493 0.6944493 0.6944493 0.6944493 0.6944493
 [554] 0.6944493 0.6944493 0.6944493 0.6944493 0.6944493 0.6944493 0.6944493
 [561] 0.6944493 0.6944493 0.6944493 0.6944493 0.6944493 0.6944493 0.6944493
 [568] 0.6944493 0.6944493 0.6944493 0.6944493 0.6944493 0.6944493 0.6944493
 [575] 0.6944493 0.6944493 0.6944493 0.6944493 0.6944493 0.6944493 0.6944493
 [582] 0.6944493 0.6944493 0.6944493 0.6944493 0.6944493 0.6944493 0.6944493
 [589] 0.6944493 0.6944493 0.6944493 0.6944493 0.6944493 0.6944493 0.6944493
 [596] 0.6944493 0.6944493 0.6944493 0.6944493 0.6944493 0.6944493 0.6944493
 [603] 0.6645906 0.6645906 0.6645906 0.6645906 0.6645906 0.6645906 0.6645906
 [610] 0.6645906 0.6645906 0.6645906 0.6645906 0.7158857 0.7158857 0.7158857
 [617] 0.7158857 0.7158857 0.7158857 0.7158857 0.7158857 0.7158857 0.7158857
 [624] 0.7158857 0.7158857 0.7158857 0.7158857 0.7158857 0.7158857 0.7158857
 [631] 0.7158857 0.7158857 0.7158857 0.7158857 0.7158857 0.7158857 0.7158857
 [638] 0.7158857 0.7158857 0.7158857 0.7158857 0.7158857 0.7158857 0.7158857
 [645] 0.7158857 0.7158857 0.7158857 0.7158857 0.7158857 0.7158857 0.7158857
 [652] 0.7158857 0.7158857 0.7158857 0.7158857 0.7158857 0.7158857 0.7158857
 [659] 0.7158857 0.7158857 0.7158857 0.7158857 0.7158857 0.7158857 0.7158857
 [666] 0.7158857 0.7158857 0.7158857 0.7158857 0.7158857 0.7158857 0.7158857
 [673] 0.7158857 0.7158857 0.7198896 0.7198896 0.7198896 0.7198896 0.7198896
 [680] 0.7198896 0.7198896 0.7198896 0.7198896 0.7198896 0.7198896 0.7198896
 [687] 0.7198896 0.7198896 0.7198896 0.7198896 0.7198896 0.7198896 0.7198896
 [694] 0.7198896 0.7198896 0.7198896 0.7198896 0.7198896 0.7198896 0.7198896
 [701] 0.7198896 0.7198896 0.9866835 0.9866835 0.9866835 0.9866835 0.9866835
 [708] 0.9866835 0.9866835 0.9866835 0.9866835 0.9866835 0.9866835 0.9866835
 [715] 0.9866835 0.9866835 0.9866835 0.9866835 0.9866835 0.9866835 0.9866835
 [722] 0.9866835 0.9866835 0.9866835 0.9866835 0.9866835 0.9866835 0.9866835
 [729] 0.9866835 0.9866835 0.9866835 0.9866835 0.9866835 0.9866835 0.9866835
 [736] 0.9866835 0.9866835 0.9866835 0.9866835 0.9866835 0.9866835 0.9866835
 [743] 0.9866835 0.9866835 0.9866835 0.9866835 0.9866835 0.9866835 0.9866835
 [750] 0.9866835 0.9866835 0.9866835 0.9866835 0.9866835 0.9866835 0.9866835
 [757] 0.9866835 0.9866835 0.9866835 0.9866835 0.9866835 0.9866835 0.9866835
 [764] 0.9866835 0.9866835 0.9866835 0.9866835 0.9866835 0.9866835 0.9866835
 [771] 0.9866835 0.9866835 0.9866835 0.9866835 0.9866835 0.9866835 0.9866835
 [778] 0.9866835 0.9866835 0.9866835 0.9866835 0.9866835 0.9866835 0.9866835
 [785] 0.9866835 0.9866835 0.9866835 0.9866835 0.9866835 0.9866835 0.9866835
 [792] 0.9866835 0.9866835 0.9866835 0.9866835 0.9866835 0.9866835 0.9866835
 [799] 0.9866835 0.9866835 0.9866835 0.9866835 0.9866835 0.9866835 0.9866835
 [806] 0.9866835 0.9866835 0.9866835 0.9866835 0.9866835 0.9866835 0.9866835
 [813] 0.9866835 0.9866835 0.9866835 0.9866835 0.9866835 0.9866835 0.9866835
 [820] 0.9866835 0.9866835 0.9866835 0.9866835 0.9866835 0.9866835 0.9866835
 [827] 0.9866835 0.9866835 0.9866835 0.9866835 0.9866835 0.9866835 0.9866835
 [834] 0.9866835 0.9866835 0.9866835 0.9866835 0.9866835 0.9866835 0.9866835
 [841] 0.9866835 0.9866835 0.9866835 0.9866835 0.9866835 0.9866835 0.9866835
 [848] 0.9866835 0.9866835 0.9866835 0.9866835 0.9866835 0.9866835 0.9866835
 [855] 0.9866835 0.9866835 0.9866835 0.9866835 0.9866835 0.9866835 0.9866835
 [862] 0.9866835 0.9866835 0.9866835 0.9866835 0.9866835 0.9866835 0.9866835
 [869] 0.9866835 0.9866835 0.9866835 0.9866835 0.9866835 0.9866835 0.9866835
 [876] 0.9866835 0.9866835 0.9866835 0.9866835 0.9866835 0.9866835 0.9866835
 [883] 0.9866835 0.9866835 0.9866835 0.9866835 0.9866835 0.9866835 0.9866835
 [890] 0.9866835 0.9866835 0.9866835 0.9866835 0.9866835 0.9866835 0.9866835
 [897] 0.9866835 0.9866835 0.9866835 0.9866835 0.9866835 0.9866835 0.9866835
 [904] 0.9866835 0.9866835 0.9866835 0.9866835 0.9866835 0.9866835 0.9866835
 [911] 0.9866835 0.9866835 0.9866835 0.9866835 0.9866835 0.9866835 0.9866835
 [918] 0.9866835 0.9866835 0.9866835 0.9866835 0.9866835 0.9866835 0.9866835
 [925] 0.9866835 0.9866835 0.9866835 0.9866835 0.9866835 0.9866835 0.9866835
 [932] 0.9866835 0.9866835 0.9866835 0.9866835 0.9866835 0.9866835 0.9866835
 [939] 0.9866835 0.9866835 0.9866835 0.9866835 0.9866835 0.9866835 0.9866835
 [946] 0.9866835 0.9866835 0.9866835 0.9866835 0.9866835 0.9866835 0.9866835
 [953] 0.9866835 0.9866835 0.9866835 0.9866835 0.9866835 0.9866835 0.9866835
 [960] 0.9866835 0.9866835 0.9866835 0.9866835 0.9866835 0.9866835 0.9866835
 [967] 0.9866835 0.9866835 0.9866835 0.9866835 0.9866835 0.9866835 0.9866835
 [974] 0.9866835 0.9866835 0.9866835 0.9866835 0.9866835 0.9866835 0.9866835
 [981] 0.9866835 0.9866835 0.9866835 0.9866835 0.9866835 0.9866835 0.9866835
 [988] 0.9866835 0.9866835 0.9866835 0.9866835 0.9866835 0.9866835 0.9866835
 [995] 0.9866835 0.9866835 0.9866835 0.9866835 0.9866835 0.9866835

$p.x
   [1] 0.234097336 0.234097336 0.234097336 0.050288936 0.050288936 0.050288936
   [7] 0.050288936 0.050288936 0.050288936 0.020430057 0.020430057 0.016085342
  [13] 0.016085342 0.016085342 0.016085342 0.016085342 0.016085342 0.016085342
  [19] 0.016085342 0.016085342 0.016085342 0.016085342 0.003257918 0.003334361
  [25] 0.001431795 0.001431795 0.001431795 0.003247587 0.003247587 0.003247587
  [31] 0.003247587 0.013187524 0.010875822 0.010875822 0.010875822 0.010875822
  [37] 0.010875822 0.010875822 0.010875822 0.010875822 0.008709670 0.008709670
  [43] 0.008709670 0.008709670 0.008709670 0.008709670 0.008709670 0.008709670
  [49] 0.008709670 0.008709670 0.008709670 0.008709670 0.008709670 0.008709670
  [55] 0.008709670 0.008709670 0.002313522 0.002313522 0.002313522 0.001031911
  [61] 0.001031911 0.005345103 0.005345103 0.005345103 0.005345103 0.005345103
  [67] 0.005345103 0.005345103 0.005345103 0.005345103 0.005345103 0.005345103
  [73] 0.005345103 0.005345103 0.005345103 0.005345103 0.052075127 0.052075127
  [79] 0.052075127 0.052075127 0.052075127 0.052075127 0.052075127 0.052075127
  [85] 0.052075127 0.052075127 0.049093062 0.049093062 0.049093062 0.049093062
  [91] 0.049093062 0.049093062 0.049093062 0.049093062 0.049093062 0.049093062
  [97] 0.049093062 0.049093062 0.049093062 0.049093062 0.049093062 0.049093062
 [103] 0.049093062 0.049093062 0.049093062 0.049093062 0.049093062 0.049093062
 [109] 0.049093062 0.049093062 0.049093062 0.049093062 0.049093062 0.049093062
 [115] 0.049093062 0.021006887 0.021006887 0.021006887 0.021006887 0.021006887
 [121] 0.021006887 0.021006887 0.021006887 0.021006887 0.021006887 0.021006887
 [127] 0.021006887 0.021006887 0.021006887 0.044323208 0.044323208 0.044323208
 [133] 0.044323208 0.044323208 0.044323208 0.044323208 0.044323208 0.044323208
 [139] 0.044323208 0.044323208 0.044323208 0.044323208 0.044323208 0.044323208
 [145] 0.044323208 0.044323208 0.044323208 0.044323208 0.044323208 0.044323208
 [151] 0.044323208 0.044323208 0.044323208 0.044323208 0.044323208 0.044323208
 [157] 0.044323208 0.044323208 0.044323208 0.044323208 0.044323208 0.044323208
 [163] 0.044323208 0.044323208 0.044323208 0.044323208 0.044323208 0.044323208
 [169] 0.044323208 0.044323208 0.044323208 0.044323208 0.044323208 0.044323208
 [175] 0.044323208 0.044323208 0.044323208 0.044323208 0.044323208 0.044323208
 [181] 0.044323208 0.044323208 0.044323208 0.044323208 0.044323208 0.044323208
 [187] 0.044323208 0.044323208 0.044323208 0.044323208 0.044323208 0.044323208
 [193] 0.044323208 0.044323208 0.044323208 0.044323208 0.044323208 0.044323208
 [199] 0.044323208 0.044323208 0.044323208 0.044323208 0.044323208 0.044323208
 [205] 0.044323208 0.044323208 0.044323208 0.044323208 0.044323208 0.044323208
 [211] 0.004618954 0.004618954 0.004618954 0.012194044 0.012194044 0.012194044
 [217] 0.012194044 0.012194044 0.012194044 0.012194044 0.012194044 0.012194044
 [223] 0.012194044 0.012194044 0.012194044 0.012194044 0.012194044 0.012194044
 [229] 0.012194044 0.012194044 0.012194044 0.012194044 0.012194044 0.012194044
 [235] 0.012194044 0.012194044 0.012194044 0.012194044 0.012194044 0.012194044
 [241] 0.012194044 0.005468855 0.005468855 0.005468855 0.005468855 0.005468855
 [247] 0.005468855 0.005468855 0.005468855 0.005468855 0.005468855 0.005468855
 [253] 0.005468855 0.005468855 0.005468855 0.005468855 0.032194026 0.032194026
 [259] 0.032194026 0.032194026 0.032194026 0.032194026 0.032194026 0.032194026
 [265] 0.032194026 0.032194026 0.032194026 0.032194026 0.032194026 0.032194026
 [271] 0.032194026 0.032194026 0.032194026 0.032194026 0.032194026 0.032194026
 [277] 0.032194026 0.032194026 0.032194026 0.032194026 0.032194026 0.032194026
 [283] 0.032194026 0.032194026 0.032194026 0.032194026 0.032194026 0.032194026
 [289] 0.032194026 0.032194026 0.032194026 0.032194026 0.032194026 0.032194026
 [295] 0.032194026 0.032194026 0.032194026 0.032194026 0.032194026 0.032194026
 [301] 0.032194026 0.032194026 0.032194026 0.032194026 0.032194026 0.032194026
 [307] 0.032194026 0.032194026 0.032194026 0.032194026 0.032194026 0.032194026
 [313] 0.032194026 0.032194026 0.032194026 0.032194026 0.032194026 0.032194026
 [319] 0.032194026 0.032194026 0.032194026 0.032194026 0.032194026 0.032194026
 [325] 0.032194026 0.032194026 0.032194026 0.032194026 0.032194026 0.032194026
 [331] 0.032194026 0.032194026 0.032194026 0.032194026 0.032194026 0.032194026
 [337] 0.014348927 0.014348927 0.014348927 0.014348927 0.014348927 0.014348927
 [343] 0.014348927 0.014348927 0.014348927 0.014348927 0.014348927 0.014348927
 [349] 0.014348927 0.014348927 0.014348927 0.014348927 0.031455353 0.031455353
 [355] 0.031455353 0.031455353 0.031455353 0.031455353 0.031455353 0.031455353
 [361] 0.031455353 0.031455353 0.031455353 0.031455353 0.031455353 0.031455353
 [367] 0.031455353 0.031455353 0.031455353 0.031455353 0.031455353 0.031455353
 [373] 0.031455353 0.031455353 0.031455353 0.031455353 0.031455353 0.031455353
 [379] 0.031455353 0.031455353 0.031455353 0.031455353 0.031455353 0.031455353
 [385] 0.031455353 0.031455353 0.031455353 0.031455353 0.031455353 0.031455353
 [391] 0.031455353 0.031455353 0.031455353 0.031455353 0.031455353 0.031455353
 [397] 0.031455353 0.031455353 0.031455353 0.031455353 0.031455353 0.031455353
 [403] 0.031455353 0.031455353 0.031455353 0.031455353 0.031455353 0.031455353
 [409] 0.013981932 0.013981932 0.013981932 0.013981932 0.013981932 0.013981932
 [415] 0.013981932 0.013981932 0.013981932 0.013981932 0.013981932 0.013981932
 [421] 0.013981932 0.013981932 0.013981932 0.013981932 0.013981932 0.013981932
 [427] 0.013981932 0.013981932 0.013981932 0.066925052 0.066925052 0.066925052
 [433] 0.066925052 0.066925052 0.066925052 0.066925052 0.066925052 0.066925052
 [439] 0.066925052 0.066925052 0.066925052 0.066925052 0.066925052 0.066925052
 [445] 0.066925052 0.066925052 0.066925052 0.066925052 0.066925052 0.066925052
 [451] 0.066925052 0.066925052 0.066925052 0.066925052 0.066925052 0.066925052
 [457] 0.066925052 0.066925052 0.066925052 0.066925052 0.066925052 0.066925052
 [463] 0.066925052 0.066925052 0.066925052 0.066925052 0.066925052 0.066925052
 [469] 0.066925052 0.066925052 0.066925052 0.066925052 0.066925052 0.066925052
 [475] 0.066925052 0.066925052 0.066925052 0.066925052 0.066925052 0.066925052
 [481] 0.066925052 0.066925052 0.066925052 0.066925052 0.066925052 0.066925052
 [487] 0.066925052 0.066925052 0.066925052 0.066925052 0.066925052 0.066925052
 [493] 0.066925052 0.066925052 0.066925052 0.066925052 0.066925052 0.066925052
 [499] 0.066925052 0.066925052 0.066925052 0.066925052 0.066925052 0.066925052
 [505] 0.066925052 0.066925052 0.066925052 0.066925052 0.066925052 0.066925052
 [511] 0.066925052 0.066925052 0.066925052 0.066925052 0.066925052 0.066925052
 [517] 0.066925052 0.066925052 0.066925052 0.066925052 0.066925052 0.066925052
 [523] 0.066925052 0.066925052 0.066925052 0.066925052 0.066925052 0.066925052
 [529] 0.066925052 0.066925052 0.066925052 0.066925052 0.066925052 0.066925052
 [535] 0.066925052 0.066925052 0.066925052 0.066925052 0.066925052 0.066925052
 [541] 0.066925052 0.066925052 0.066925052 0.066925052 0.066925052 0.066925052
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$logL0
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 [771] -1.317756 -1.317756 -1.317756 -1.317756 -1.317756 -1.317756 -1.317756
 [778] -1.317756 -1.317756 -1.317756 -1.317756 -1.317756 -1.317756 -1.317756
 [785] -1.317756 -1.317756 -1.317756 -1.317756 -1.317756 -1.317756 -1.317756
 [792] -1.317756 -1.317756 -1.317756 -1.317756 -1.317756 -1.317756 -1.317756
 [799] -1.317756 -1.317756 -1.317756 -1.317756 -1.317756 -1.317756 -1.317756
 [806] -1.317756 -1.317756 -1.317756 -1.317756 -1.317756 -1.317756 -1.317756
 [813] -1.317756 -1.317756 -1.317756 -1.317756 -1.317756 -1.317756 -1.317756
 [820] -1.317756 -1.317756 -1.317756 -1.317756 -1.317756 -1.317756 -1.317756
 [827] -1.317756 -1.317756 -1.317756 -1.317756 -1.317756 -1.317756 -1.317756
 [834] -1.317756 -1.317756 -1.317756 -1.317756 -1.317756 -1.317756 -1.317756
 [841] -1.317756 -1.317756 -1.317756 -1.317756 -1.317756 -1.317756 -1.317756
 [848] -1.317756 -1.317756 -1.317756 -1.317756 -1.317756 -1.317756 -1.317756
 [855] -1.317756 -1.317756 -1.317756 -1.317756 -1.317756 -1.317756 -1.317756
 [862] -1.317756 -1.317756 -1.317756 -1.317756 -1.317756 -1.317756 -1.317756
 [869] -1.317756 -1.317756 -1.317756 -1.317756 -1.317756 -1.317756 -1.317756
 [876] -1.317756 -1.317756 -1.317756 -1.317756 -1.317756 -1.317756 -1.317756
 [883] -1.317756 -1.317756 -1.317756 -1.317756 -1.317756 -1.317756 -1.317756
 [890] -1.317756 -1.317756 -1.317756 -1.317756 -1.317756 -1.317756 -1.317756
 [897] -1.317756 -1.317756 -1.317756 -1.317756 -1.317756 -1.317756 -1.317756
 [904] -1.317756 -1.317756 -1.317756 -1.317756 -1.317756 -1.317756 -1.317756
 [911] -1.317756 -1.317756 -1.317756 -1.317756 -1.317756 -1.317756 -1.317756
 [918] -1.317756 -1.317756 -1.317756 -1.317756 -1.317756 -1.317756 -1.317756
 [925] -1.317756 -1.317756 -1.317756 -1.317756 -1.317756 -1.317756 -1.317756
 [932] -1.317756 -1.317756 -1.317756 -1.317756 -1.317756 -1.317756 -1.317756
 [939] -1.317756 -1.317756 -1.317756 -1.317756 -1.317756 -1.317756 -1.317756
 [946] -1.317756 -1.317756 -1.317756 -1.317756 -1.317756 -1.317756 -1.317756
 [953] -1.317756 -1.317756 -1.317756 -1.317756 -1.317756 -1.317756 -1.317756
 [960] -1.317756 -1.317756 -1.317756 -1.317756 -1.317756 -1.317756 -1.317756
 [967] -1.317756 -1.317756 -1.317756 -1.317756 -1.317756 -1.317756 -1.317756
 [974] -1.317756 -1.317756 -1.317756 -1.317756 -1.317756 -1.317756 -1.317756
 [981] -1.317756 -1.317756 -1.317756 -1.317756 -1.317756 -1.317756 -1.317756
 [988] -1.317756 -1.317756 -1.317756 -1.317756 -1.317756 -1.317756 -1.317756
 [995] -1.317756 -1.317756 -1.317756 -1.317756 -1.317756 -1.317756

$logNL0.pval
   [1] 5.145785e-05 5.145785e-05 5.145785e-05 3.241595e-03 3.241595e-03
   [6] 3.241595e-03 3.241595e-03 3.241595e-03 3.241595e-03 3.762770e-03
  [11] 3.762770e-03 5.377906e-02 5.377906e-02 5.377906e-02 5.377906e-02
  [16] 5.377906e-02 5.377906e-02 5.377906e-02 5.377906e-02 5.377906e-02
  [21] 5.377906e-02 5.377906e-02 9.347993e-03 1.047182e-01 1.154543e-01
  [26] 1.154543e-01 1.154543e-01 8.981640e-01 8.981640e-01 8.981640e-01
  [31] 8.981640e-01 4.424344e-03 6.049918e-02 6.049918e-02 6.049918e-02
  [36] 6.049918e-02 6.049918e-02 6.049918e-02 6.049918e-02 6.049918e-02
  [41] 4.796478e-01 4.796478e-01 4.796478e-01 4.796478e-01 4.796478e-01
  [46] 4.796478e-01 4.796478e-01 4.796478e-01 4.796478e-01 4.796478e-01
  [51] 4.796478e-01 4.796478e-01 4.796478e-01 4.796478e-01 4.796478e-01
  [56] 4.796478e-01 1.000000e+00 1.000000e+00 1.000000e+00 1.000000e+00
  [61] 1.000000e+00 1.000000e+00 1.000000e+00 1.000000e+00 1.000000e+00
  [66] 1.000000e+00 1.000000e+00 1.000000e+00 1.000000e+00 1.000000e+00
  [71] 1.000000e+00 1.000000e+00 1.000000e+00 1.000000e+00 1.000000e+00
  [76] 1.000000e+00 7.043620e-03 7.043620e-03 7.043620e-03 7.043620e-03
  [81] 7.043620e-03 7.043620e-03 7.043620e-03 7.043620e-03 7.043620e-03
  [86] 7.043620e-03 8.501028e-02 8.501028e-02 8.501028e-02 8.501028e-02
  [91] 8.501028e-02 8.501028e-02 8.501028e-02 8.501028e-02 8.501028e-02
  [96] 8.501028e-02 8.501028e-02 8.501028e-02 8.501028e-02 8.501028e-02
 [101] 8.501028e-02 8.501028e-02 8.501028e-02 8.501028e-02 8.501028e-02
 [106] 8.501028e-02 8.501028e-02 8.501028e-02 8.501028e-02 8.501028e-02
 [111] 8.501028e-02 8.501028e-02 8.501028e-02 8.501028e-02 8.501028e-02
 [116] 9.398063e-02 9.398063e-02 9.398063e-02 9.398063e-02 9.398063e-02
 [121] 9.398063e-02 9.398063e-02 9.398063e-02 9.398063e-02 9.398063e-02
 [126] 9.398063e-02 9.398063e-02 9.398063e-02 9.398063e-02 6.608806e-01
 [131] 6.608806e-01 6.608806e-01 6.608806e-01 6.608806e-01 6.608806e-01
 [136] 6.608806e-01 6.608806e-01 6.608806e-01 6.608806e-01 6.608806e-01
 [141] 6.608806e-01 6.608806e-01 6.608806e-01 6.608806e-01 6.608806e-01
 [146] 6.608806e-01 6.608806e-01 6.608806e-01 6.608806e-01 6.608806e-01
 [151] 6.608806e-01 6.608806e-01 6.608806e-01 6.608806e-01 6.608806e-01
 [156] 6.608806e-01 6.608806e-01 6.608806e-01 6.608806e-01 6.608806e-01
 [161] 6.608806e-01 6.608806e-01 6.608806e-01 6.608806e-01 6.608806e-01
 [166] 6.608806e-01 6.608806e-01 6.608806e-01 6.608806e-01 6.608806e-01
 [171] 6.608806e-01 6.608806e-01 6.608806e-01 6.608806e-01 6.608806e-01
 [176] 6.608806e-01 6.608806e-01 6.608806e-01 6.608806e-01 6.608806e-01
 [181] 6.608806e-01 6.608806e-01 6.608806e-01 6.608806e-01 6.608806e-01
 [186] 6.608806e-01 6.608806e-01 6.608806e-01 6.608806e-01 6.608806e-01
 [191] 6.608806e-01 6.608806e-01 6.608806e-01 6.608806e-01 6.608806e-01
 [196] 6.608806e-01 6.608806e-01 6.608806e-01 6.608806e-01 6.608806e-01
 [201] 6.608806e-01 6.608806e-01 6.608806e-01 6.608806e-01 6.608806e-01
 [206] 6.608806e-01 6.608806e-01 6.608806e-01 6.608806e-01 6.608806e-01
 [211] 1.749063e-01 1.749063e-01 1.749063e-01 1.000000e+00 1.000000e+00
 [216] 1.000000e+00 1.000000e+00 1.000000e+00 1.000000e+00 1.000000e+00
 [221] 1.000000e+00 1.000000e+00 1.000000e+00 1.000000e+00 1.000000e+00
 [226] 1.000000e+00 1.000000e+00 1.000000e+00 1.000000e+00 1.000000e+00
 [231] 1.000000e+00 1.000000e+00 1.000000e+00 1.000000e+00 1.000000e+00
 [236] 1.000000e+00 1.000000e+00 1.000000e+00 1.000000e+00 1.000000e+00
 [241] 1.000000e+00 1.000000e+00 1.000000e+00 1.000000e+00 1.000000e+00
 [246] 1.000000e+00 1.000000e+00 1.000000e+00 1.000000e+00 1.000000e+00
 [251] 1.000000e+00 1.000000e+00 1.000000e+00 1.000000e+00 1.000000e+00
 [256] 1.000000e+00 1.000000e+00 1.000000e+00 1.000000e+00 1.000000e+00
 [261] 1.000000e+00 1.000000e+00 1.000000e+00 1.000000e+00 1.000000e+00
 [266] 1.000000e+00 1.000000e+00 1.000000e+00 1.000000e+00 1.000000e+00
 [271] 1.000000e+00 1.000000e+00 1.000000e+00 1.000000e+00 1.000000e+00
 [276] 1.000000e+00 1.000000e+00 1.000000e+00 1.000000e+00 1.000000e+00
 [281] 1.000000e+00 1.000000e+00 1.000000e+00 1.000000e+00 1.000000e+00
 [286] 1.000000e+00 1.000000e+00 1.000000e+00 1.000000e+00 1.000000e+00
 [291] 1.000000e+00 1.000000e+00 1.000000e+00 1.000000e+00 1.000000e+00
 [296] 1.000000e+00 1.000000e+00 1.000000e+00 1.000000e+00 1.000000e+00
 [301] 1.000000e+00 1.000000e+00 1.000000e+00 1.000000e+00 1.000000e+00
 [306] 1.000000e+00 1.000000e+00 1.000000e+00 1.000000e+00 1.000000e+00
 [311] 1.000000e+00 1.000000e+00 1.000000e+00 1.000000e+00 1.000000e+00
 [316] 1.000000e+00 1.000000e+00 1.000000e+00 1.000000e+00 1.000000e+00
 [321] 1.000000e+00 1.000000e+00 1.000000e+00 1.000000e+00 1.000000e+00
 [326] 1.000000e+00 1.000000e+00 1.000000e+00 1.000000e+00 1.000000e+00
 [331] 1.000000e+00 1.000000e+00 1.000000e+00 1.000000e+00 1.000000e+00
 [336] 1.000000e+00 1.048489e-01 1.048489e-01 1.048489e-01 1.048489e-01
 [341] 1.048489e-01 1.048489e-01 1.048489e-01 1.048489e-01 1.048489e-01
 [346] 1.048489e-01 1.048489e-01 1.048489e-01 1.048489e-01 1.048489e-01
 [351] 1.048489e-01 1.048489e-01 7.547858e-01 7.547858e-01 7.547858e-01
 [356] 7.547858e-01 7.547858e-01 7.547858e-01 7.547858e-01 7.547858e-01
 [361] 7.547858e-01 7.547858e-01 7.547858e-01 7.547858e-01 7.547858e-01
 [366] 7.547858e-01 7.547858e-01 7.547858e-01 7.547858e-01 7.547858e-01
 [371] 7.547858e-01 7.547858e-01 7.547858e-01 7.547858e-01 7.547858e-01
 [376] 7.547858e-01 7.547858e-01 7.547858e-01 7.547858e-01 7.547858e-01
 [381] 7.547858e-01 7.547858e-01 7.547858e-01 7.547858e-01 7.547858e-01
 [386] 7.547858e-01 7.547858e-01 7.547858e-01 7.547858e-01 7.547858e-01
 [391] 7.547858e-01 7.547858e-01 7.547858e-01 7.547858e-01 7.547858e-01
 [396] 7.547858e-01 7.547858e-01 7.547858e-01 7.547858e-01 7.547858e-01
 [401] 7.547858e-01 7.547858e-01 7.547858e-01 7.547858e-01 7.547858e-01
 [406] 7.547858e-01 7.547858e-01 7.547858e-01 9.013775e-01 9.013775e-01
 [411] 9.013775e-01 9.013775e-01 9.013775e-01 9.013775e-01 9.013775e-01
 [416] 9.013775e-01 9.013775e-01 9.013775e-01 9.013775e-01 9.013775e-01
 [421] 9.013775e-01 9.013775e-01 9.013775e-01 9.013775e-01 9.013775e-01
 [426] 9.013775e-01 9.013775e-01 9.013775e-01 9.013775e-01 1.000000e+00
 [431] 1.000000e+00 1.000000e+00 1.000000e+00 1.000000e+00 1.000000e+00
 [436] 1.000000e+00 1.000000e+00 1.000000e+00 1.000000e+00 1.000000e+00
 [441] 1.000000e+00 1.000000e+00 1.000000e+00 1.000000e+00 1.000000e+00
 [446] 1.000000e+00 1.000000e+00 1.000000e+00 1.000000e+00 1.000000e+00
 [451] 1.000000e+00 1.000000e+00 1.000000e+00 1.000000e+00 1.000000e+00
 [456] 1.000000e+00 1.000000e+00 1.000000e+00 1.000000e+00 1.000000e+00
 [461] 1.000000e+00 1.000000e+00 1.000000e+00 1.000000e+00 1.000000e+00
 [466] 1.000000e+00 1.000000e+00 1.000000e+00 1.000000e+00 1.000000e+00
 [471] 1.000000e+00 1.000000e+00 1.000000e+00 1.000000e+00 1.000000e+00
 [476] 1.000000e+00 1.000000e+00 1.000000e+00 1.000000e+00 1.000000e+00
 [481] 1.000000e+00 1.000000e+00 1.000000e+00 1.000000e+00 1.000000e+00
 [486] 1.000000e+00 1.000000e+00 1.000000e+00 1.000000e+00 1.000000e+00
 [491] 1.000000e+00 1.000000e+00 1.000000e+00 1.000000e+00 1.000000e+00
 [496] 1.000000e+00 1.000000e+00 1.000000e+00 1.000000e+00 1.000000e+00
 [501] 1.000000e+00 1.000000e+00 1.000000e+00 1.000000e+00 1.000000e+00
 [506] 1.000000e+00 1.000000e+00 1.000000e+00 1.000000e+00 1.000000e+00
 [511] 1.000000e+00 1.000000e+00 1.000000e+00 1.000000e+00 1.000000e+00
 [516] 1.000000e+00 1.000000e+00 1.000000e+00 1.000000e+00 1.000000e+00
 [521] 1.000000e+00 1.000000e+00 1.000000e+00 1.000000e+00 1.000000e+00
 [526] 1.000000e+00 1.000000e+00 1.000000e+00 1.000000e+00 1.000000e+00
 [531] 1.000000e+00 1.000000e+00 1.000000e+00 1.000000e+00 1.000000e+00
 [536] 1.000000e+00 1.000000e+00 1.000000e+00 1.000000e+00 1.000000e+00
 [541] 1.000000e+00 1.000000e+00 1.000000e+00 1.000000e+00 1.000000e+00
 [546] 1.000000e+00 1.000000e+00 1.000000e+00 1.000000e+00 1.000000e+00
 [551] 1.000000e+00 1.000000e+00 1.000000e+00 1.000000e+00 1.000000e+00
 [556] 1.000000e+00 1.000000e+00 1.000000e+00 1.000000e+00 1.000000e+00
 [561] 1.000000e+00 1.000000e+00 1.000000e+00 1.000000e+00 1.000000e+00
 [566] 1.000000e+00 1.000000e+00 1.000000e+00 1.000000e+00 1.000000e+00
 [571] 1.000000e+00 1.000000e+00 1.000000e+00 1.000000e+00 1.000000e+00
 [576] 1.000000e+00 1.000000e+00 1.000000e+00 1.000000e+00 1.000000e+00
 [581] 1.000000e+00 1.000000e+00 1.000000e+00 1.000000e+00 1.000000e+00
 [586] 1.000000e+00 1.000000e+00 1.000000e+00 1.000000e+00 1.000000e+00
 [591] 1.000000e+00 1.000000e+00 1.000000e+00 1.000000e+00 1.000000e+00
 [596] 1.000000e+00 1.000000e+00 1.000000e+00 1.000000e+00 1.000000e+00
 [601] 1.000000e+00 1.000000e+00 1.000000e+00 1.000000e+00 1.000000e+00
 [606] 1.000000e+00 1.000000e+00 1.000000e+00 1.000000e+00 1.000000e+00
 [611] 1.000000e+00 1.000000e+00 1.000000e+00 1.000000e+00 1.000000e+00
 [616] 1.000000e+00 1.000000e+00 1.000000e+00 1.000000e+00 1.000000e+00
 [621] 1.000000e+00 1.000000e+00 1.000000e+00 1.000000e+00 1.000000e+00
 [626] 1.000000e+00 1.000000e+00 1.000000e+00 1.000000e+00 1.000000e+00
 [631] 1.000000e+00 1.000000e+00 1.000000e+00 1.000000e+00 1.000000e+00
 [636] 1.000000e+00 1.000000e+00 1.000000e+00 1.000000e+00 1.000000e+00
 [641] 1.000000e+00 1.000000e+00 1.000000e+00 1.000000e+00 1.000000e+00
 [646] 1.000000e+00 1.000000e+00 1.000000e+00 1.000000e+00 1.000000e+00
 [651] 1.000000e+00 1.000000e+00 1.000000e+00 1.000000e+00 1.000000e+00
 [656] 1.000000e+00 1.000000e+00 1.000000e+00 1.000000e+00 1.000000e+00
 [661] 1.000000e+00 1.000000e+00 1.000000e+00 1.000000e+00 1.000000e+00
 [666] 1.000000e+00 1.000000e+00 1.000000e+00 1.000000e+00 1.000000e+00
 [671] 1.000000e+00 1.000000e+00 1.000000e+00 1.000000e+00 1.000000e+00
 [676] 1.000000e+00 1.000000e+00 1.000000e+00 1.000000e+00 1.000000e+00
 [681] 1.000000e+00 1.000000e+00 1.000000e+00 1.000000e+00 1.000000e+00
 [686] 1.000000e+00 1.000000e+00 1.000000e+00 1.000000e+00 1.000000e+00
 [691] 1.000000e+00 1.000000e+00 1.000000e+00 1.000000e+00 1.000000e+00
 [696] 1.000000e+00 1.000000e+00 1.000000e+00 1.000000e+00 1.000000e+00
 [701] 1.000000e+00 1.000000e+00 1.922380e-01 1.922380e-01 1.922380e-01
 [706] 1.922380e-01 1.922380e-01 1.922380e-01 1.922380e-01 1.922380e-01
 [711] 1.922380e-01 1.922380e-01 1.922380e-01 1.922380e-01 1.922380e-01
 [716] 1.922380e-01 1.922380e-01 1.922380e-01 1.922380e-01 1.922380e-01
 [721] 1.922380e-01 1.922380e-01 1.922380e-01 1.922380e-01 1.922380e-01
 [726] 1.922380e-01 1.922380e-01 1.922380e-01 1.922380e-01 1.922380e-01
 [731] 1.922380e-01 1.922380e-01 1.922380e-01 1.922380e-01 1.922380e-01
 [736] 1.922380e-01 1.922380e-01 1.922380e-01 1.922380e-01 1.922380e-01
 [741] 1.922380e-01 1.922380e-01 1.922380e-01 1.922380e-01 1.922380e-01
 [746] 1.922380e-01 1.922380e-01 1.922380e-01 1.922380e-01 1.922380e-01
 [751] 1.922380e-01 1.922380e-01 1.922380e-01 1.922380e-01 1.922380e-01
 [756] 1.922380e-01 1.922380e-01 1.922380e-01 1.922380e-01 1.922380e-01
 [761] 1.922380e-01 1.922380e-01 1.922380e-01 1.922380e-01 1.922380e-01
 [766] 1.922380e-01 1.922380e-01 1.922380e-01 1.922380e-01 1.922380e-01
 [771] 1.922380e-01 1.922380e-01 1.922380e-01 1.922380e-01 1.922380e-01
 [776] 1.922380e-01 1.922380e-01 1.922380e-01 1.922380e-01 1.922380e-01
 [781] 1.922380e-01 1.922380e-01 1.922380e-01 1.922380e-01 1.922380e-01
 [786] 1.922380e-01 1.922380e-01 1.922380e-01 1.922380e-01 1.922380e-01
 [791] 1.922380e-01 1.922380e-01 1.922380e-01 1.922380e-01 1.922380e-01
 [796] 1.922380e-01 1.922380e-01 1.922380e-01 1.922380e-01 1.922380e-01
 [801] 1.922380e-01 1.922380e-01 1.922380e-01 1.922380e-01 1.922380e-01
 [806] 1.922380e-01 1.922380e-01 1.922380e-01 1.922380e-01 1.922380e-01
 [811] 1.922380e-01 1.922380e-01 1.922380e-01 1.922380e-01 1.922380e-01
 [816] 1.922380e-01 1.922380e-01 1.922380e-01 1.922380e-01 1.922380e-01
 [821] 1.922380e-01 1.922380e-01 1.922380e-01 1.922380e-01 1.922380e-01
 [826] 1.922380e-01 1.922380e-01 1.922380e-01 1.922380e-01 1.922380e-01
 [831] 1.922380e-01 1.922380e-01 1.922380e-01 1.922380e-01 1.922380e-01
 [836] 1.922380e-01 1.922380e-01 1.922380e-01 1.922380e-01 1.922380e-01
 [841] 1.922380e-01 1.922380e-01 1.922380e-01 1.922380e-01 1.922380e-01
 [846] 1.922380e-01 1.922380e-01 1.922380e-01 1.922380e-01 1.922380e-01
 [851] 1.922380e-01 1.922380e-01 1.922380e-01 1.922380e-01 1.922380e-01
 [856] 1.922380e-01 1.922380e-01 1.922380e-01 1.922380e-01 1.922380e-01
 [861] 1.922380e-01 1.922380e-01 1.922380e-01 1.922380e-01 1.922380e-01
 [866] 1.922380e-01 1.922380e-01 1.922380e-01 1.922380e-01 1.922380e-01
 [871] 1.922380e-01 1.922380e-01 1.922380e-01 1.922380e-01 1.922380e-01
 [876] 1.922380e-01 1.922380e-01 1.922380e-01 1.922380e-01 1.922380e-01
 [881] 1.922380e-01 1.922380e-01 1.922380e-01 1.922380e-01 1.922380e-01
 [886] 1.922380e-01 1.922380e-01 1.922380e-01 1.922380e-01 1.922380e-01
 [891] 1.922380e-01 1.922380e-01 1.922380e-01 1.922380e-01 1.922380e-01
 [896] 1.922380e-01 1.922380e-01 1.922380e-01 1.922380e-01 1.922380e-01
 [901] 1.922380e-01 1.922380e-01 1.922380e-01 1.922380e-01 1.922380e-01
 [906] 1.922380e-01 1.922380e-01 1.922380e-01 1.922380e-01 1.922380e-01
 [911] 1.922380e-01 1.922380e-01 1.922380e-01 1.922380e-01 1.922380e-01
 [916] 1.922380e-01 1.922380e-01 1.922380e-01 1.922380e-01 1.922380e-01
 [921] 1.922380e-01 1.922380e-01 1.922380e-01 1.922380e-01 1.922380e-01
 [926] 1.922380e-01 1.922380e-01 1.922380e-01 1.922380e-01 1.922380e-01
 [931] 1.922380e-01 1.922380e-01 1.922380e-01 1.922380e-01 1.922380e-01
 [936] 1.922380e-01 1.922380e-01 1.922380e-01 1.922380e-01 1.922380e-01
 [941] 1.922380e-01 1.922380e-01 1.922380e-01 1.922380e-01 1.922380e-01
 [946] 1.922380e-01 1.922380e-01 1.922380e-01 1.922380e-01 1.922380e-01
 [951] 1.922380e-01 1.922380e-01 1.922380e-01 1.922380e-01 1.922380e-01
 [956] 1.922380e-01 1.922380e-01 1.922380e-01 1.922380e-01 1.922380e-01
 [961] 1.922380e-01 1.922380e-01 1.922380e-01 1.922380e-01 1.922380e-01
 [966] 1.922380e-01 1.922380e-01 1.922380e-01 1.922380e-01 1.922380e-01
 [971] 1.922380e-01 1.922380e-01 1.922380e-01 1.922380e-01 1.922380e-01
 [976] 1.922380e-01 1.922380e-01 1.922380e-01 1.922380e-01 1.922380e-01
 [981] 1.922380e-01 1.922380e-01 1.922380e-01 1.922380e-01 1.922380e-01
 [986] 1.922380e-01 1.922380e-01 1.922380e-01 1.922380e-01 1.922380e-01
 [991] 1.922380e-01 1.922380e-01 1.922380e-01 1.922380e-01 1.922380e-01
 [996] 1.922380e-01 1.922380e-01 1.922380e-01 1.922380e-01 1.922380e-01

$I
[1] 0.7738273

$I.x
   [1] 0.9802423 0.9802423 0.9802423 0.7080961 0.7080961 0.7080961 0.7080961
   [8] 0.7080961 0.7080961 0.7043813 0.7043813 0.6594040 0.6594040 0.6594040
  [15] 0.6594040 0.6594040 0.6594040 0.6594040 0.6594040 0.6594040 0.6594040
  [22] 0.6594040 0.6848696 0.6538102 0.6532195 0.6532195 0.6532195 0.6570603
  [29] 0.6570603 0.6570603 0.6570603 0.7005276 0.6582311 0.6582311 0.6582311
  [36] 0.6582311 0.6582311 0.6582311 0.6582311 0.6582311 0.6531267 0.6531267
  [43] 0.6531267 0.6531267 0.6531267 0.6531267 0.6531267 0.6531267 0.6531267
  [50] 0.6531267 0.6531267 0.6531267 0.6531267 0.6531267 0.6531267 0.6531267
  [57] 0.6581226 0.6581226 0.6581226 0.6591588 0.6591588 0.7006181 0.7006181
  [64] 0.7006181 0.7006181 0.7006181 0.7006181 0.7006181 0.7006181 0.7006181
  [71] 0.7006181 0.7006181 0.7006181 0.7006181 0.7006181 0.7006181 0.6904111
  [78] 0.6904111 0.6904111 0.6904111 0.6904111 0.6904111 0.6904111 0.6904111
  [85] 0.6904111 0.6904111 0.6552779 0.6552779 0.6552779 0.6552779 0.6552779
  [92] 0.6552779 0.6552779 0.6552779 0.6552779 0.6552779 0.6552779 0.6552779
  [99] 0.6552779 0.6552779 0.6552779 0.6552779 0.6552779 0.6552779 0.6552779
 [106] 0.6552779 0.6552779 0.6552779 0.6552779 0.6552779 0.6552779 0.6552779
 [113] 0.6552779 0.6552779 0.6552779 0.6545376 0.6545376 0.6545376 0.6545376
 [120] 0.6545376 0.6545376 0.6545376 0.6545376 0.6545376 0.6545376 0.6545376
 [127] 0.6545376 0.6545376 0.6545376 0.6552886 0.6552886 0.6552886 0.6552886
 [134] 0.6552886 0.6552886 0.6552886 0.6552886 0.6552886 0.6552886 0.6552886
 [141] 0.6552886 0.6552886 0.6552886 0.6552886 0.6552886 0.6552886 0.6552886
 [148] 0.6552886 0.6552886 0.6552886 0.6552886 0.6552886 0.6552886 0.6552886
 [155] 0.6552886 0.6552886 0.6552886 0.6552886 0.6552886 0.6552886 0.6552886
 [162] 0.6552886 0.6552886 0.6552886 0.6552886 0.6552886 0.6552886 0.6552886
 [169] 0.6552886 0.6552886 0.6552886 0.6552886 0.6552886 0.6552886 0.6552886
 [176] 0.6552886 0.6552886 0.6552886 0.6552886 0.6552886 0.6552886 0.6552886
 [183] 0.6552886 0.6552886 0.6552886 0.6552886 0.6552886 0.6552886 0.6552886
 [190] 0.6552886 0.6552886 0.6552886 0.6552886 0.6552886 0.6552886 0.6552886
 [197] 0.6552886 0.6552886 0.6552886 0.6552886 0.6552886 0.6552886 0.6552886
 [204] 0.6552886 0.6552886 0.6552886 0.6552886 0.6552886 0.6552886 0.6552886
 [211] 0.6514570 0.6514570 0.6514570 0.6618106 0.6618106 0.6618106 0.6618106
 [218] 0.6618106 0.6618106 0.6618106 0.6618106 0.6618106 0.6618106 0.6618106
 [225] 0.6618106 0.6618106 0.6618106 0.6618106 0.6618106 0.6618106 0.6618106
 [232] 0.6618106 0.6618106 0.6618106 0.6618106 0.6618106 0.6618106 0.6618106
 [239] 0.6618106 0.6618106 0.6618106 0.6630888 0.6630888 0.6630888 0.6630888
 [246] 0.6630888 0.6630888 0.6630888 0.6630888 0.6630888 0.6630888 0.6630888
 [253] 0.6630888 0.6630888 0.6630888 0.6630888 0.7117100 0.7117100 0.7117100
 [260] 0.7117100 0.7117100 0.7117100 0.7117100 0.7117100 0.7117100 0.7117100
 [267] 0.7117100 0.7117100 0.7117100 0.7117100 0.7117100 0.7117100 0.7117100
 [274] 0.7117100 0.7117100 0.7117100 0.7117100 0.7117100 0.7117100 0.7117100
 [281] 0.7117100 0.7117100 0.7117100 0.7117100 0.7117100 0.7117100 0.7117100
 [288] 0.7117100 0.7117100 0.7117100 0.7117100 0.7117100 0.7117100 0.7117100
 [295] 0.7117100 0.7117100 0.7117100 0.7117100 0.7117100 0.7117100 0.7117100
 [302] 0.7117100 0.7117100 0.7117100 0.7117100 0.7117100 0.7117100 0.7117100
 [309] 0.7117100 0.7117100 0.7117100 0.7117100 0.7117100 0.7117100 0.7117100
 [316] 0.7117100 0.7117100 0.7117100 0.7117100 0.7117100 0.7117100 0.7117100
 [323] 0.7117100 0.7117100 0.7117100 0.7117100 0.7117100 0.7117100 0.7117100
 [330] 0.7117100 0.7117100 0.7117100 0.7117100 0.7117100 0.7117100 0.7117100
 [337] 0.6538023 0.6538023 0.6538023 0.6538023 0.6538023 0.6538023 0.6538023
 [344] 0.6538023 0.6538023 0.6538023 0.6538023 0.6538023 0.6538023 0.6538023
 [351] 0.6538023 0.6538023 0.6561860 0.6561860 0.6561860 0.6561860 0.6561860
 [358] 0.6561860 0.6561860 0.6561860 0.6561860 0.6561860 0.6561860 0.6561860
 [365] 0.6561860 0.6561860 0.6561860 0.6561860 0.6561860 0.6561860 0.6561860
 [372] 0.6561860 0.6561860 0.6561860 0.6561860 0.6561860 0.6561860 0.6561860
 [379] 0.6561860 0.6561860 0.6561860 0.6561860 0.6561860 0.6561860 0.6561860
 [386] 0.6561860 0.6561860 0.6561860 0.6561860 0.6561860 0.6561860 0.6561860
 [393] 0.6561860 0.6561860 0.6561860 0.6561860 0.6561860 0.6561860 0.6561860
 [400] 0.6561860 0.6561860 0.6561860 0.6561860 0.6561860 0.6561860 0.6561860
 [407] 0.6561860 0.6561860 0.6570720 0.6570720 0.6570720 0.6570720 0.6570720
 [414] 0.6570720 0.6570720 0.6570720 0.6570720 0.6570720 0.6570720 0.6570720
 [421] 0.6570720 0.6570720 0.6570720 0.6570720 0.6570720 0.6570720 0.6570720
 [428] 0.6570720 0.6570720 0.6944493 0.6944493 0.6944493 0.6944493 0.6944493
 [435] 0.6944493 0.6944493 0.6944493 0.6944493 0.6944493 0.6944493 0.6944493
 [442] 0.6944493 0.6944493 0.6944493 0.6944493 0.6944493 0.6944493 0.6944493
 [449] 0.6944493 0.6944493 0.6944493 0.6944493 0.6944493 0.6944493 0.6944493
 [456] 0.6944493 0.6944493 0.6944493 0.6944493 0.6944493 0.6944493 0.6944493
 [463] 0.6944493 0.6944493 0.6944493 0.6944493 0.6944493 0.6944493 0.6944493
 [470] 0.6944493 0.6944493 0.6944493 0.6944493 0.6944493 0.6944493 0.6944493
 [477] 0.6944493 0.6944493 0.6944493 0.6944493 0.6944493 0.6944493 0.6944493
 [484] 0.6944493 0.6944493 0.6944493 0.6944493 0.6944493 0.6944493 0.6944493
 [491] 0.6944493 0.6944493 0.6944493 0.6944493 0.6944493 0.6944493 0.6944493
 [498] 0.6944493 0.6944493 0.6944493 0.6944493 0.6944493 0.6944493 0.6944493
 [505] 0.6944493 0.6944493 0.6944493 0.6944493 0.6944493 0.6944493 0.6944493
 [512] 0.6944493 0.6944493 0.6944493 0.6944493 0.6944493 0.6944493 0.6944493
 [519] 0.6944493 0.6944493 0.6944493 0.6944493 0.6944493 0.6944493 0.6944493
 [526] 0.6944493 0.6944493 0.6944493 0.6944493 0.6944493 0.6944493 0.6944493
 [533] 0.6944493 0.6944493 0.6944493 0.6944493 0.6944493 0.6944493 0.6944493
 [540] 0.6944493 0.6944493 0.6944493 0.6944493 0.6944493 0.6944493 0.6944493
 [547] 0.6944493 0.6944493 0.6944493 0.6944493 0.6944493 0.6944493 0.6944493
 [554] 0.6944493 0.6944493 0.6944493 0.6944493 0.6944493 0.6944493 0.6944493
 [561] 0.6944493 0.6944493 0.6944493 0.6944493 0.6944493 0.6944493 0.6944493
 [568] 0.6944493 0.6944493 0.6944493 0.6944493 0.6944493 0.6944493 0.6944493
 [575] 0.6944493 0.6944493 0.6944493 0.6944493 0.6944493 0.6944493 0.6944493
 [582] 0.6944493 0.6944493 0.6944493 0.6944493 0.6944493 0.6944493 0.6944493
 [589] 0.6944493 0.6944493 0.6944493 0.6944493 0.6944493 0.6944493 0.6944493
 [596] 0.6944493 0.6944493 0.6944493 0.6944493 0.6944493 0.6944493 0.6944493
 [603] 0.6645906 0.6645906 0.6645906 0.6645906 0.6645906 0.6645906 0.6645906
 [610] 0.6645906 0.6645906 0.6645906 0.6645906 0.7158857 0.7158857 0.7158857
 [617] 0.7158857 0.7158857 0.7158857 0.7158857 0.7158857 0.7158857 0.7158857
 [624] 0.7158857 0.7158857 0.7158857 0.7158857 0.7158857 0.7158857 0.7158857
 [631] 0.7158857 0.7158857 0.7158857 0.7158857 0.7158857 0.7158857 0.7158857
 [638] 0.7158857 0.7158857 0.7158857 0.7158857 0.7158857 0.7158857 0.7158857
 [645] 0.7158857 0.7158857 0.7158857 0.7158857 0.7158857 0.7158857 0.7158857
 [652] 0.7158857 0.7158857 0.7158857 0.7158857 0.7158857 0.7158857 0.7158857
 [659] 0.7158857 0.7158857 0.7158857 0.7158857 0.7158857 0.7158857 0.7158857
 [666] 0.7158857 0.7158857 0.7158857 0.7158857 0.7158857 0.7158857 0.7158857
 [673] 0.7158857 0.7158857 0.7198896 0.7198896 0.7198896 0.7198896 0.7198896
 [680] 0.7198896 0.7198896 0.7198896 0.7198896 0.7198896 0.7198896 0.7198896
 [687] 0.7198896 0.7198896 0.7198896 0.7198896 0.7198896 0.7198896 0.7198896
 [694] 0.7198896 0.7198896 0.7198896 0.7198896 0.7198896 0.7198896 0.7198896
 [701] 0.7198896 0.7198896 0.9866835 0.9866835 0.9866835 0.9866835 0.9866835
 [708] 0.9866835 0.9866835 0.9866835 0.9866835 0.9866835 0.9866835 0.9866835
 [715] 0.9866835 0.9866835 0.9866835 0.9866835 0.9866835 0.9866835 0.9866835
 [722] 0.9866835 0.9866835 0.9866835 0.9866835 0.9866835 0.9866835 0.9866835
 [729] 0.9866835 0.9866835 0.9866835 0.9866835 0.9866835 0.9866835 0.9866835
 [736] 0.9866835 0.9866835 0.9866835 0.9866835 0.9866835 0.9866835 0.9866835
 [743] 0.9866835 0.9866835 0.9866835 0.9866835 0.9866835 0.9866835 0.9866835
 [750] 0.9866835 0.9866835 0.9866835 0.9866835 0.9866835 0.9866835 0.9866835
 [757] 0.9866835 0.9866835 0.9866835 0.9866835 0.9866835 0.9866835 0.9866835
 [764] 0.9866835 0.9866835 0.9866835 0.9866835 0.9866835 0.9866835 0.9866835
 [771] 0.9866835 0.9866835 0.9866835 0.9866835 0.9866835 0.9866835 0.9866835
 [778] 0.9866835 0.9866835 0.9866835 0.9866835 0.9866835 0.9866835 0.9866835
 [785] 0.9866835 0.9866835 0.9866835 0.9866835 0.9866835 0.9866835 0.9866835
 [792] 0.9866835 0.9866835 0.9866835 0.9866835 0.9866835 0.9866835 0.9866835
 [799] 0.9866835 0.9866835 0.9866835 0.9866835 0.9866835 0.9866835 0.9866835
 [806] 0.9866835 0.9866835 0.9866835 0.9866835 0.9866835 0.9866835 0.9866835
 [813] 0.9866835 0.9866835 0.9866835 0.9866835 0.9866835 0.9866835 0.9866835
 [820] 0.9866835 0.9866835 0.9866835 0.9866835 0.9866835 0.9866835 0.9866835
 [827] 0.9866835 0.9866835 0.9866835 0.9866835 0.9866835 0.9866835 0.9866835
 [834] 0.9866835 0.9866835 0.9866835 0.9866835 0.9866835 0.9866835 0.9866835
 [841] 0.9866835 0.9866835 0.9866835 0.9866835 0.9866835 0.9866835 0.9866835
 [848] 0.9866835 0.9866835 0.9866835 0.9866835 0.9866835 0.9866835 0.9866835
 [855] 0.9866835 0.9866835 0.9866835 0.9866835 0.9866835 0.9866835 0.9866835
 [862] 0.9866835 0.9866835 0.9866835 0.9866835 0.9866835 0.9866835 0.9866835
 [869] 0.9866835 0.9866835 0.9866835 0.9866835 0.9866835 0.9866835 0.9866835
 [876] 0.9866835 0.9866835 0.9866835 0.9866835 0.9866835 0.9866835 0.9866835
 [883] 0.9866835 0.9866835 0.9866835 0.9866835 0.9866835 0.9866835 0.9866835
 [890] 0.9866835 0.9866835 0.9866835 0.9866835 0.9866835 0.9866835 0.9866835
 [897] 0.9866835 0.9866835 0.9866835 0.9866835 0.9866835 0.9866835 0.9866835
 [904] 0.9866835 0.9866835 0.9866835 0.9866835 0.9866835 0.9866835 0.9866835
 [911] 0.9866835 0.9866835 0.9866835 0.9866835 0.9866835 0.9866835 0.9866835
 [918] 0.9866835 0.9866835 0.9866835 0.9866835 0.9866835 0.9866835 0.9866835
 [925] 0.9866835 0.9866835 0.9866835 0.9866835 0.9866835 0.9866835 0.9866835
 [932] 0.9866835 0.9866835 0.9866835 0.9866835 0.9866835 0.9866835 0.9866835
 [939] 0.9866835 0.9866835 0.9866835 0.9866835 0.9866835 0.9866835 0.9866835
 [946] 0.9866835 0.9866835 0.9866835 0.9866835 0.9866835 0.9866835 0.9866835
 [953] 0.9866835 0.9866835 0.9866835 0.9866835 0.9866835 0.9866835 0.9866835
 [960] 0.9866835 0.9866835 0.9866835 0.9866835 0.9866835 0.9866835 0.9866835
 [967] 0.9866835 0.9866835 0.9866835 0.9866835 0.9866835 0.9866835 0.9866835
 [974] 0.9866835 0.9866835 0.9866835 0.9866835 0.9866835 0.9866835 0.9866835
 [981] 0.9866835 0.9866835 0.9866835 0.9866835 0.9866835 0.9866835 0.9866835
 [988] 0.9866835 0.9866835 0.9866835 0.9866835 0.9866835 0.9866835 0.9866835
 [995] 0.9866835 0.9866835 0.9866835 0.9866835 0.9866835 0.9866835

$p.x
   [1] 0.234097336 0.234097336 0.234097336 0.050288936 0.050288936 0.050288936
   [7] 0.050288936 0.050288936 0.050288936 0.020430057 0.020430057 0.016085342
  [13] 0.016085342 0.016085342 0.016085342 0.016085342 0.016085342 0.016085342
  [19] 0.016085342 0.016085342 0.016085342 0.016085342 0.003257918 0.003334361
  [25] 0.001431795 0.001431795 0.001431795 0.003247587 0.003247587 0.003247587
  [31] 0.003247587 0.013187524 0.010875822 0.010875822 0.010875822 0.010875822
  [37] 0.010875822 0.010875822 0.010875822 0.010875822 0.008709670 0.008709670
  [43] 0.008709670 0.008709670 0.008709670 0.008709670 0.008709670 0.008709670
  [49] 0.008709670 0.008709670 0.008709670 0.008709670 0.008709670 0.008709670
  [55] 0.008709670 0.008709670 0.002313522 0.002313522 0.002313522 0.001031911
  [61] 0.001031911 0.005345103 0.005345103 0.005345103 0.005345103 0.005345103
  [67] 0.005345103 0.005345103 0.005345103 0.005345103 0.005345103 0.005345103
  [73] 0.005345103 0.005345103 0.005345103 0.005345103 0.052075127 0.052075127
  [79] 0.052075127 0.052075127 0.052075127 0.052075127 0.052075127 0.052075127
  [85] 0.052075127 0.052075127 0.049093062 0.049093062 0.049093062 0.049093062
  [91] 0.049093062 0.049093062 0.049093062 0.049093062 0.049093062 0.049093062
  [97] 0.049093062 0.049093062 0.049093062 0.049093062 0.049093062 0.049093062
 [103] 0.049093062 0.049093062 0.049093062 0.049093062 0.049093062 0.049093062
 [109] 0.049093062 0.049093062 0.049093062 0.049093062 0.049093062 0.049093062
 [115] 0.049093062 0.021006887 0.021006887 0.021006887 0.021006887 0.021006887
 [121] 0.021006887 0.021006887 0.021006887 0.021006887 0.021006887 0.021006887
 [127] 0.021006887 0.021006887 0.021006887 0.044323208 0.044323208 0.044323208
 [133] 0.044323208 0.044323208 0.044323208 0.044323208 0.044323208 0.044323208
 [139] 0.044323208 0.044323208 0.044323208 0.044323208 0.044323208 0.044323208
 [145] 0.044323208 0.044323208 0.044323208 0.044323208 0.044323208 0.044323208
 [151] 0.044323208 0.044323208 0.044323208 0.044323208 0.044323208 0.044323208
 [157] 0.044323208 0.044323208 0.044323208 0.044323208 0.044323208 0.044323208
 [163] 0.044323208 0.044323208 0.044323208 0.044323208 0.044323208 0.044323208
 [169] 0.044323208 0.044323208 0.044323208 0.044323208 0.044323208 0.044323208
 [175] 0.044323208 0.044323208 0.044323208 0.044323208 0.044323208 0.044323208
 [181] 0.044323208 0.044323208 0.044323208 0.044323208 0.044323208 0.044323208
 [187] 0.044323208 0.044323208 0.044323208 0.044323208 0.044323208 0.044323208
 [193] 0.044323208 0.044323208 0.044323208 0.044323208 0.044323208 0.044323208
 [199] 0.044323208 0.044323208 0.044323208 0.044323208 0.044323208 0.044323208
 [205] 0.044323208 0.044323208 0.044323208 0.044323208 0.044323208 0.044323208
 [211] 0.004618954 0.004618954 0.004618954 0.012194044 0.012194044 0.012194044
 [217] 0.012194044 0.012194044 0.012194044 0.012194044 0.012194044 0.012194044
 [223] 0.012194044 0.012194044 0.012194044 0.012194044 0.012194044 0.012194044
 [229] 0.012194044 0.012194044 0.012194044 0.012194044 0.012194044 0.012194044
 [235] 0.012194044 0.012194044 0.012194044 0.012194044 0.012194044 0.012194044
 [241] 0.012194044 0.005468855 0.005468855 0.005468855 0.005468855 0.005468855
 [247] 0.005468855 0.005468855 0.005468855 0.005468855 0.005468855 0.005468855
 [253] 0.005468855 0.005468855 0.005468855 0.005468855 0.032194026 0.032194026
 [259] 0.032194026 0.032194026 0.032194026 0.032194026 0.032194026 0.032194026
 [265] 0.032194026 0.032194026 0.032194026 0.032194026 0.032194026 0.032194026
 [271] 0.032194026 0.032194026 0.032194026 0.032194026 0.032194026 0.032194026
 [277] 0.032194026 0.032194026 0.032194026 0.032194026 0.032194026 0.032194026
 [283] 0.032194026 0.032194026 0.032194026 0.032194026 0.032194026 0.032194026
 [289] 0.032194026 0.032194026 0.032194026 0.032194026 0.032194026 0.032194026
 [295] 0.032194026 0.032194026 0.032194026 0.032194026 0.032194026 0.032194026
 [301] 0.032194026 0.032194026 0.032194026 0.032194026 0.032194026 0.032194026
 [307] 0.032194026 0.032194026 0.032194026 0.032194026 0.032194026 0.032194026
 [313] 0.032194026 0.032194026 0.032194026 0.032194026 0.032194026 0.032194026
 [319] 0.032194026 0.032194026 0.032194026 0.032194026 0.032194026 0.032194026
 [325] 0.032194026 0.032194026 0.032194026 0.032194026 0.032194026 0.032194026
 [331] 0.032194026 0.032194026 0.032194026 0.032194026 0.032194026 0.032194026
 [337] 0.014348927 0.014348927 0.014348927 0.014348927 0.014348927 0.014348927
 [343] 0.014348927 0.014348927 0.014348927 0.014348927 0.014348927 0.014348927
 [349] 0.014348927 0.014348927 0.014348927 0.014348927 0.031455353 0.031455353
 [355] 0.031455353 0.031455353 0.031455353 0.031455353 0.031455353 0.031455353
 [361] 0.031455353 0.031455353 0.031455353 0.031455353 0.031455353 0.031455353
 [367] 0.031455353 0.031455353 0.031455353 0.031455353 0.031455353 0.031455353
 [373] 0.031455353 0.031455353 0.031455353 0.031455353 0.031455353 0.031455353
 [379] 0.031455353 0.031455353 0.031455353 0.031455353 0.031455353 0.031455353
 [385] 0.031455353 0.031455353 0.031455353 0.031455353 0.031455353 0.031455353
 [391] 0.031455353 0.031455353 0.031455353 0.031455353 0.031455353 0.031455353
 [397] 0.031455353 0.031455353 0.031455353 0.031455353 0.031455353 0.031455353
 [403] 0.031455353 0.031455353 0.031455353 0.031455353 0.031455353 0.031455353
 [409] 0.013981932 0.013981932 0.013981932 0.013981932 0.013981932 0.013981932
 [415] 0.013981932 0.013981932 0.013981932 0.013981932 0.013981932 0.013981932
 [421] 0.013981932 0.013981932 0.013981932 0.013981932 0.013981932 0.013981932
 [427] 0.013981932 0.013981932 0.013981932 0.066925052 0.066925052 0.066925052
 [433] 0.066925052 0.066925052 0.066925052 0.066925052 0.066925052 0.066925052
 [439] 0.066925052 0.066925052 0.066925052 0.066925052 0.066925052 0.066925052
 [445] 0.066925052 0.066925052 0.066925052 0.066925052 0.066925052 0.066925052
 [451] 0.066925052 0.066925052 0.066925052 0.066925052 0.066925052 0.066925052
 [457] 0.066925052 0.066925052 0.066925052 0.066925052 0.066925052 0.066925052
 [463] 0.066925052 0.066925052 0.066925052 0.066925052 0.066925052 0.066925052
 [469] 0.066925052 0.066925052 0.066925052 0.066925052 0.066925052 0.066925052
 [475] 0.066925052 0.066925052 0.066925052 0.066925052 0.066925052 0.066925052
 [481] 0.066925052 0.066925052 0.066925052 0.066925052 0.066925052 0.066925052
 [487] 0.066925052 0.066925052 0.066925052 0.066925052 0.066925052 0.066925052
 [493] 0.066925052 0.066925052 0.066925052 0.066925052 0.066925052 0.066925052
 [499] 0.066925052 0.066925052 0.066925052 0.066925052 0.066925052 0.066925052
 [505] 0.066925052 0.066925052 0.066925052 0.066925052 0.066925052 0.066925052
 [511] 0.066925052 0.066925052 0.066925052 0.066925052 0.066925052 0.066925052
 [517] 0.066925052 0.066925052 0.066925052 0.066925052 0.066925052 0.066925052
 [523] 0.066925052 0.066925052 0.066925052 0.066925052 0.066925052 0.066925052
 [529] 0.066925052 0.066925052 0.066925052 0.066925052 0.066925052 0.066925052
 [535] 0.066925052 0.066925052 0.066925052 0.066925052 0.066925052 0.066925052
 [541] 0.066925052 0.066925052 0.066925052 0.066925052 0.066925052 0.066925052
 [547] 0.066925052 0.066925052 0.066925052 0.066925052 0.066925052 0.066925052
 [553] 0.066925052 0.066925052 0.066925052 0.066925052 0.066925052 0.066925052
 [559] 0.066925052 0.066925052 0.066925052 0.066925052 0.066925052 0.066925052
 [565] 0.066925052 0.066925052 0.066925052 0.066925052 0.066925052 0.066925052
 [571] 0.066925052 0.066925052 0.066925052 0.066925052 0.066925052 0.066925052
 [577] 0.066925052 0.066925052 0.066925052 0.066925052 0.066925052 0.066925052
 [583] 0.066925052 0.066925052 0.066925052 0.066925052 0.066925052 0.066925052
 [589] 0.066925052 0.066925052 0.066925052 0.066925052 0.066925052 0.066925052
 [595] 0.066925052 0.066925052 0.066925052 0.066925052 0.066925052 0.066925052
 [601] 0.066925052 0.066925052 0.003934836 0.003934836 0.003934836 0.003934836
 [607] 0.003934836 0.003934836 0.003934836 0.003934836 0.003934836 0.003934836
 [613] 0.003934836 0.024209992 0.024209992 0.024209992 0.024209992 0.024209992
 [619] 0.024209992 0.024209992 0.024209992 0.024209992 0.024209992 0.024209992
 [625] 0.024209992 0.024209992 0.024209992 0.024209992 0.024209992 0.024209992
 [631] 0.024209992 0.024209992 0.024209992 0.024209992 0.024209992 0.024209992
 [637] 0.024209992 0.024209992 0.024209992 0.024209992 0.024209992 0.024209992
 [643] 0.024209992 0.024209992 0.024209992 0.024209992 0.024209992 0.024209992
 [649] 0.024209992 0.024209992 0.024209992 0.024209992 0.024209992 0.024209992
 [655] 0.024209992 0.024209992 0.024209992 0.024209992 0.024209992 0.024209992
 [661] 0.024209992 0.024209992 0.024209992 0.024209992 0.024209992 0.024209992
 [667] 0.024209992 0.024209992 0.024209992 0.024209992 0.024209992 0.024209992
 [673] 0.024209992 0.024209992 0.011347407 0.011347407 0.011347407 0.011347407
 [679] 0.011347407 0.011347407 0.011347407 0.011347407 0.011347407 0.011347407
 [685] 0.011347407 0.011347407 0.011347407 0.011347407 0.011347407 0.011347407
 [691] 0.011347407 0.011347407 0.011347407 0.011347407 0.011347407 0.011347407
 [697] 0.011347407 0.011347407 0.011347407 0.011347407 0.011347407 0.011347407
 [703] 0.233575984 0.233575984 0.233575984 0.233575984 0.233575984 0.233575984
 [709] 0.233575984 0.233575984 0.233575984 0.233575984 0.233575984 0.233575984
 [715] 0.233575984 0.233575984 0.233575984 0.233575984 0.233575984 0.233575984
 [721] 0.233575984 0.233575984 0.233575984 0.233575984 0.233575984 0.233575984
 [727] 0.233575984 0.233575984 0.233575984 0.233575984 0.233575984 0.233575984
 [733] 0.233575984 0.233575984 0.233575984 0.233575984 0.233575984 0.233575984
 [739] 0.233575984 0.233575984 0.233575984 0.233575984 0.233575984 0.233575984
 [745] 0.233575984 0.233575984 0.233575984 0.233575984 0.233575984 0.233575984
 [751] 0.233575984 0.233575984 0.233575984 0.233575984 0.233575984 0.233575984
 [757] 0.233575984 0.233575984 0.233575984 0.233575984 0.233575984 0.233575984
 [763] 0.233575984 0.233575984 0.233575984 0.233575984 0.233575984 0.233575984
 [769] 0.233575984 0.233575984 0.233575984 0.233575984 0.233575984 0.233575984
 [775] 0.233575984 0.233575984 0.233575984 0.233575984 0.233575984 0.233575984
 [781] 0.233575984 0.233575984 0.233575984 0.233575984 0.233575984 0.233575984
 [787] 0.233575984 0.233575984 0.233575984 0.233575984 0.233575984 0.233575984
 [793] 0.233575984 0.233575984 0.233575984 0.233575984 0.233575984 0.233575984
 [799] 0.233575984 0.233575984 0.233575984 0.233575984 0.233575984 0.233575984
 [805] 0.233575984 0.233575984 0.233575984 0.233575984 0.233575984 0.233575984
 [811] 0.233575984 0.233575984 0.233575984 0.233575984 0.233575984 0.233575984
 [817] 0.233575984 0.233575984 0.233575984 0.233575984 0.233575984 0.233575984
 [823] 0.233575984 0.233575984 0.233575984 0.233575984 0.233575984 0.233575984
 [829] 0.233575984 0.233575984 0.233575984 0.233575984 0.233575984 0.233575984
 [835] 0.233575984 0.233575984 0.233575984 0.233575984 0.233575984 0.233575984
 [841] 0.233575984 0.233575984 0.233575984 0.233575984 0.233575984 0.233575984
 [847] 0.233575984 0.233575984 0.233575984 0.233575984 0.233575984 0.233575984
 [853] 0.233575984 0.233575984 0.233575984 0.233575984 0.233575984 0.233575984
 [859] 0.233575984 0.233575984 0.233575984 0.233575984 0.233575984 0.233575984
 [865] 0.233575984 0.233575984 0.233575984 0.233575984 0.233575984 0.233575984
 [871] 0.233575984 0.233575984 0.233575984 0.233575984 0.233575984 0.233575984
 [877] 0.233575984 0.233575984 0.233575984 0.233575984 0.233575984 0.233575984
 [883] 0.233575984 0.233575984 0.233575984 0.233575984 0.233575984 0.233575984
 [889] 0.233575984 0.233575984 0.233575984 0.233575984 0.233575984 0.233575984
 [895] 0.233575984 0.233575984 0.233575984 0.233575984 0.233575984 0.233575984
 [901] 0.233575984 0.233575984 0.233575984 0.233575984 0.233575984 0.233575984
 [907] 0.233575984 0.233575984 0.233575984 0.233575984 0.233575984 0.233575984
 [913] 0.233575984 0.233575984 0.233575984 0.233575984 0.233575984 0.233575984
 [919] 0.233575984 0.233575984 0.233575984 0.233575984 0.233575984 0.233575984
 [925] 0.233575984 0.233575984 0.233575984 0.233575984 0.233575984 0.233575984
 [931] 0.233575984 0.233575984 0.233575984 0.233575984 0.233575984 0.233575984
 [937] 0.233575984 0.233575984 0.233575984 0.233575984 0.233575984 0.233575984
 [943] 0.233575984 0.233575984 0.233575984 0.233575984 0.233575984 0.233575984
 [949] 0.233575984 0.233575984 0.233575984 0.233575984 0.233575984 0.233575984
 [955] 0.233575984 0.233575984 0.233575984 0.233575984 0.233575984 0.233575984
 [961] 0.233575984 0.233575984 0.233575984 0.233575984 0.233575984 0.233575984
 [967] 0.233575984 0.233575984 0.233575984 0.233575984 0.233575984 0.233575984
 [973] 0.233575984 0.233575984 0.233575984 0.233575984 0.233575984 0.233575984
 [979] 0.233575984 0.233575984 0.233575984 0.233575984 0.233575984 0.233575984
 [985] 0.233575984 0.233575984 0.233575984 0.233575984 0.233575984 0.233575984
 [991] 0.233575984 0.233575984 0.233575984 0.233575984 0.233575984 0.233575984
 [997] 0.233575984 0.233575984 0.233575984 0.233575984

$logL0
   [1] -11.880612 -11.880612 -11.880612  -4.065348  -4.065348  -4.065348
   [7]  -4.065348  -4.065348  -4.065348  -8.760295  -8.760295  -5.374207
  [13]  -5.374207  -5.374207  -5.374207  -5.374207  -5.374207  -5.374207
  [19]  -5.374207  -5.374207  -5.374207  -5.374207  -9.822270  -4.761274
  [25] -10.457527 -10.457527 -10.457527  -5.836917  -5.836917  -5.836917
  [31]  -5.836917 -10.292999  -5.875837  -5.875837  -5.875837  -5.875837
  [37]  -5.875837  -5.875837  -5.875837  -5.875837  -3.633942  -3.633942
  [43]  -3.633942  -3.633942  -3.633942  -3.633942  -3.633942  -3.633942
  [49]  -3.633942  -3.633942  -3.633942  -3.633942  -3.633942  -3.633942
  [55]  -3.633942  -3.633942  -5.039588  -5.039588  -5.039588  -6.124264
  [61]  -6.124264  -4.178875  -4.178875  -4.178875  -4.178875  -4.178875
  [67]  -4.178875  -4.178875  -4.178875  -4.178875  -4.178875  -4.178875
  [73]  -4.178875  -4.178875  -4.178875  -4.178875  -8.266418  -8.266418
  [79]  -8.266418  -8.266418  -8.266418  -8.266418  -8.266418  -8.266418
  [85]  -8.266418  -8.266418  -2.518812  -2.518812  -2.518812  -2.518812
  [91]  -2.518812  -2.518812  -2.518812  -2.518812  -2.518812  -2.518812
  [97]  -2.518812  -2.518812  -2.518812  -2.518812  -2.518812  -2.518812
 [103]  -2.518812  -2.518812  -2.518812  -2.518812  -2.518812  -2.518812
 [109]  -2.518812  -2.518812  -2.518812  -2.518812  -2.518812  -2.518812
 [115]  -2.518812  -5.575927  -5.575927  -5.575927  -5.575927  -5.575927
 [121]  -5.575927  -5.575927  -5.575927  -5.575927  -5.575927  -5.575927
 [127]  -5.575927  -5.575927  -5.575927  -2.459576  -2.459576  -2.459576
 [133]  -2.459576  -2.459576  -2.459576  -2.459576  -2.459576  -2.459576
 [139]  -2.459576  -2.459576  -2.459576  -2.459576  -2.459576  -2.459576
 [145]  -2.459576  -2.459576  -2.459576  -2.459576  -2.459576  -2.459576
 [151]  -2.459576  -2.459576  -2.459576  -2.459576  -2.459576  -2.459576
 [157]  -2.459576  -2.459576  -2.459576  -2.459576  -2.459576  -2.459576
 [163]  -2.459576  -2.459576  -2.459576  -2.459576  -2.459576  -2.459576
 [169]  -2.459576  -2.459576  -2.459576  -2.459576  -2.459576  -2.459576
 [175]  -2.459576  -2.459576  -2.459576  -2.459576  -2.459576  -2.459576
 [181]  -2.459576  -2.459576  -2.459576  -2.459576  -2.459576  -2.459576
 [187]  -2.459576  -2.459576  -2.459576  -2.459576  -2.459576  -2.459576
 [193]  -2.459576  -2.459576  -2.459576  -2.459576  -2.459576  -2.459576
 [199]  -2.459576  -2.459576  -2.459576  -2.459576  -2.459576  -2.459576
 [205]  -2.459576  -2.459576  -2.459576  -2.459576  -2.459576  -2.459576
 [211]  -4.333210  -4.333210  -4.333210  -3.392922  -3.392922  -3.392922
 [217]  -3.392922  -3.392922  -3.392922  -3.392922  -3.392922  -3.392922
 [223]  -3.392922  -3.392922  -3.392922  -3.392922  -3.392922  -3.392922
 [229]  -3.392922  -3.392922  -3.392922  -3.392922  -3.392922  -3.392922
 [235]  -3.392922  -3.392922  -3.392922  -3.392922  -3.392922  -3.392922
 [241]  -3.392922  -4.091603  -4.091603  -4.091603  -4.091603  -4.091603
 [247]  -4.091603  -4.091603  -4.091603  -4.091603  -4.091603  -4.091603
 [253]  -4.091603  -4.091603  -4.091603  -4.091603  -2.329920  -2.329920
 [259]  -2.329920  -2.329920  -2.329920  -2.329920  -2.329920  -2.329920
 [265]  -2.329920  -2.329920  -2.329920  -2.329920  -2.329920  -2.329920
 [271]  -2.329920  -2.329920  -2.329920  -2.329920  -2.329920  -2.329920
 [277]  -2.329920  -2.329920  -2.329920  -2.329920  -2.329920  -2.329920
 [283]  -2.329920  -2.329920  -2.329920  -2.329920  -2.329920  -2.329920
 [289]  -2.329920  -2.329920  -2.329920  -2.329920  -2.329920  -2.329920
 [295]  -2.329920  -2.329920  -2.329920  -2.329920  -2.329920  -2.329920
 [301]  -2.329920  -2.329920  -2.329920  -2.329920  -2.329920  -2.329920
 [307]  -2.329920  -2.329920  -2.329920  -2.329920  -2.329920  -2.329920
 [313]  -2.329920  -2.329920  -2.329920  -2.329920  -2.329920  -2.329920
 [319]  -2.329920  -2.329920  -2.329920  -2.329920  -2.329920  -2.329920
 [325]  -2.329920  -2.329920  -2.329920  -2.329920  -2.329920  -2.329920
 [331]  -2.329920  -2.329920  -2.329920  -2.329920  -2.329920  -2.329920
 [337]  -6.859690  -6.859690  -6.859690  -6.859690  -6.859690  -6.859690
 [343]  -6.859690  -6.859690  -6.859690  -6.859690  -6.859690  -6.859690
 [349]  -6.859690  -6.859690  -6.859690  -6.859690  -4.312633  -4.312633
 [355]  -4.312633  -4.312633  -4.312633  -4.312633  -4.312633  -4.312633
 [361]  -4.312633  -4.312633  -4.312633  -4.312633  -4.312633  -4.312633
 [367]  -4.312633  -4.312633  -4.312633  -4.312633  -4.312633  -4.312633
 [373]  -4.312633  -4.312633  -4.312633  -4.312633  -4.312633  -4.312633
 [379]  -4.312633  -4.312633  -4.312633  -4.312633  -4.312633  -4.312633
 [385]  -4.312633  -4.312633  -4.312633  -4.312633  -4.312633  -4.312633
 [391]  -4.312633  -4.312633  -4.312633  -4.312633  -4.312633  -4.312633
 [397]  -4.312633  -4.312633  -4.312633  -4.312633  -4.312633  -4.312633
 [403]  -4.312633  -4.312633  -4.312633  -4.312633  -4.312633  -4.312633
 [409]  -3.210233  -3.210233  -3.210233  -3.210233  -3.210233  -3.210233
 [415]  -3.210233  -3.210233  -3.210233  -3.210233  -3.210233  -3.210233
 [421]  -3.210233  -3.210233  -3.210233  -3.210233  -3.210233  -3.210233
 [427]  -3.210233  -3.210233  -3.210233  -1.926110  -1.926110  -1.926110
 [433]  -1.926110  -1.926110  -1.926110  -1.926110  -1.926110  -1.926110
 [439]  -1.926110  -1.926110  -1.926110  -1.926110  -1.926110  -1.926110
 [445]  -1.926110  -1.926110  -1.926110  -1.926110  -1.926110  -1.926110
 [451]  -1.926110  -1.926110  -1.926110  -1.926110  -1.926110  -1.926110
 [457]  -1.926110  -1.926110  -1.926110  -1.926110  -1.926110  -1.926110
 [463]  -1.926110  -1.926110  -1.926110  -1.926110  -1.926110  -1.926110
 [469]  -1.926110  -1.926110  -1.926110  -1.926110  -1.926110  -1.926110
 [475]  -1.926110  -1.926110  -1.926110  -1.926110  -1.926110  -1.926110
 [481]  -1.926110  -1.926110  -1.926110  -1.926110  -1.926110  -1.926110
 [487]  -1.926110  -1.926110  -1.926110  -1.926110  -1.926110  -1.926110
 [493]  -1.926110  -1.926110  -1.926110  -1.926110  -1.926110  -1.926110
 [499]  -1.926110  -1.926110  -1.926110  -1.926110  -1.926110  -1.926110
 [505]  -1.926110  -1.926110  -1.926110  -1.926110  -1.926110  -1.926110
 [511]  -1.926110  -1.926110  -1.926110  -1.926110  -1.926110  -1.926110
 [517]  -1.926110  -1.926110  -1.926110  -1.926110  -1.926110  -1.926110
 [523]  -1.926110  -1.926110  -1.926110  -1.926110  -1.926110  -1.926110
 [529]  -1.926110  -1.926110  -1.926110  -1.926110  -1.926110  -1.926110
 [535]  -1.926110  -1.926110  -1.926110  -1.926110  -1.926110  -1.926110
 [541]  -1.926110  -1.926110  -1.926110  -1.926110  -1.926110  -1.926110
 [547]  -1.926110  -1.926110  -1.926110  -1.926110  -1.926110  -1.926110
 [553]  -1.926110  -1.926110  -1.926110  -1.926110  -1.926110  -1.926110
 [559]  -1.926110  -1.926110  -1.926110  -1.926110  -1.926110  -1.926110
 [565]  -1.926110  -1.926110  -1.926110  -1.926110  -1.926110  -1.926110
 [571]  -1.926110  -1.926110  -1.926110  -1.926110  -1.926110  -1.926110
 [577]  -1.926110  -1.926110  -1.926110  -1.926110  -1.926110  -1.926110
 [583]  -1.926110  -1.926110  -1.926110  -1.926110  -1.926110  -1.926110
 [589]  -1.926110  -1.926110  -1.926110  -1.926110  -1.926110  -1.926110
 [595]  -1.926110  -1.926110  -1.926110  -1.926110  -1.926110  -1.926110
 [601]  -1.926110  -1.926110  -4.523632  -4.523632  -4.523632  -4.523632
 [607]  -4.523632  -4.523632  -4.523632  -4.523632  -4.523632  -4.523632
 [613]  -4.523632  -2.569948  -2.569948  -2.569948  -2.569948  -2.569948
 [619]  -2.569948  -2.569948  -2.569948  -2.569948  -2.569948  -2.569948
 [625]  -2.569948  -2.569948  -2.569948  -2.569948  -2.569948  -2.569948
 [631]  -2.569948  -2.569948  -2.569948  -2.569948  -2.569948  -2.569948
 [637]  -2.569948  -2.569948  -2.569948  -2.569948  -2.569948  -2.569948
 [643]  -2.569948  -2.569948  -2.569948  -2.569948  -2.569948  -2.569948
 [649]  -2.569948  -2.569948  -2.569948  -2.569948  -2.569948  -2.569948
 [655]  -2.569948  -2.569948  -2.569948  -2.569948  -2.569948  -2.569948
 [661]  -2.569948  -2.569948  -2.569948  -2.569948  -2.569948  -2.569948
 [667]  -2.569948  -2.569948  -2.569948  -2.569948  -2.569948  -2.569948
 [673]  -2.569948  -2.569948  -3.362102  -3.362102  -3.362102  -3.362102
 [679]  -3.362102  -3.362102  -3.362102  -3.362102  -3.362102  -3.362102
 [685]  -3.362102  -3.362102  -3.362102  -3.362102  -3.362102  -3.362102
 [691]  -3.362102  -3.362102  -3.362102  -3.362102  -3.362102  -3.362102
 [697]  -3.362102  -3.362102  -3.362102  -3.362102  -3.362102  -3.362102
 [703]  -1.350059  -1.350059  -1.350059  -1.350059  -1.350059  -1.350059
 [709]  -1.350059  -1.350059  -1.350059  -1.350059  -1.350059  -1.350059
 [715]  -1.350059  -1.350059  -1.350059  -1.350059  -1.350059  -1.350059
 [721]  -1.350059  -1.350059  -1.350059  -1.350059  -1.350059  -1.350059
 [727]  -1.350059  -1.350059  -1.350059  -1.350059  -1.350059  -1.350059
 [733]  -1.350059  -1.350059  -1.350059  -1.350059  -1.350059  -1.350059
 [739]  -1.350059  -1.350059  -1.350059  -1.350059  -1.350059  -1.350059
 [745]  -1.350059  -1.350059  -1.350059  -1.350059  -1.350059  -1.350059
 [751]  -1.350059  -1.350059  -1.350059  -1.350059  -1.350059  -1.350059
 [757]  -1.350059  -1.350059  -1.350059  -1.350059  -1.350059  -1.350059
 [763]  -1.350059  -1.350059  -1.350059  -1.350059  -1.350059  -1.350059
 [769]  -1.350059  -1.350059  -1.350059  -1.350059  -1.350059  -1.350059
 [775]  -1.350059  -1.350059  -1.350059  -1.350059  -1.350059  -1.350059
 [781]  -1.350059  -1.350059  -1.350059  -1.350059  -1.350059  -1.350059
 [787]  -1.350059  -1.350059  -1.350059  -1.350059  -1.350059  -1.350059
 [793]  -1.350059  -1.350059  -1.350059  -1.350059  -1.350059  -1.350059
 [799]  -1.350059  -1.350059  -1.350059  -1.350059  -1.350059  -1.350059
 [805]  -1.350059  -1.350059  -1.350059  -1.350059  -1.350059  -1.350059
 [811]  -1.350059  -1.350059  -1.350059  -1.350059  -1.350059  -1.350059
 [817]  -1.350059  -1.350059  -1.350059  -1.350059  -1.350059  -1.350059
 [823]  -1.350059  -1.350059  -1.350059  -1.350059  -1.350059  -1.350059
 [829]  -1.350059  -1.350059  -1.350059  -1.350059  -1.350059  -1.350059
 [835]  -1.350059  -1.350059  -1.350059  -1.350059  -1.350059  -1.350059
 [841]  -1.350059  -1.350059  -1.350059  -1.350059  -1.350059  -1.350059
 [847]  -1.350059  -1.350059  -1.350059  -1.350059  -1.350059  -1.350059
 [853]  -1.350059  -1.350059  -1.350059  -1.350059  -1.350059  -1.350059
 [859]  -1.350059  -1.350059  -1.350059  -1.350059  -1.350059  -1.350059
 [865]  -1.350059  -1.350059  -1.350059  -1.350059  -1.350059  -1.350059
 [871]  -1.350059  -1.350059  -1.350059  -1.350059  -1.350059  -1.350059
 [877]  -1.350059  -1.350059  -1.350059  -1.350059  -1.350059  -1.350059
 [883]  -1.350059  -1.350059  -1.350059  -1.350059  -1.350059  -1.350059
 [889]  -1.350059  -1.350059  -1.350059  -1.350059  -1.350059  -1.350059
 [895]  -1.350059  -1.350059  -1.350059  -1.350059  -1.350059  -1.350059
 [901]  -1.350059  -1.350059  -1.350059  -1.350059  -1.350059  -1.350059
 [907]  -1.350059  -1.350059  -1.350059  -1.350059  -1.350059  -1.350059
 [913]  -1.350059  -1.350059  -1.350059  -1.350059  -1.350059  -1.350059
 [919]  -1.350059  -1.350059  -1.350059  -1.350059  -1.350059  -1.350059
 [925]  -1.350059  -1.350059  -1.350059  -1.350059  -1.350059  -1.350059
 [931]  -1.350059  -1.350059  -1.350059  -1.350059  -1.350059  -1.350059
 [937]  -1.350059  -1.350059  -1.350059  -1.350059  -1.350059  -1.350059
 [943]  -1.350059  -1.350059  -1.350059  -1.350059  -1.350059  -1.350059
 [949]  -1.350059  -1.350059  -1.350059  -1.350059  -1.350059  -1.350059
 [955]  -1.350059  -1.350059  -1.350059  -1.350059  -1.350059  -1.350059
 [961]  -1.350059  -1.350059  -1.350059  -1.350059  -1.350059  -1.350059
 [967]  -1.350059  -1.350059  -1.350059  -1.350059  -1.350059  -1.350059
 [973]  -1.350059  -1.350059  -1.350059  -1.350059  -1.350059  -1.350059
 [979]  -1.350059  -1.350059  -1.350059  -1.350059  -1.350059  -1.350059
 [985]  -1.350059  -1.350059  -1.350059  -1.350059  -1.350059  -1.350059
 [991]  -1.350059  -1.350059  -1.350059  -1.350059  -1.350059  -1.350059
 [997]  -1.350059  -1.350059  -1.350059  -1.350059

$logNL0.pval
   [1] 1.781203e-06 1.781203e-06 1.781203e-06 5.894054e-02 5.894054e-02
   [6] 5.894054e-02 5.894054e-02 5.894054e-02 5.894054e-02 8.412885e-04
  [11] 8.412885e-04 5.102268e-02 5.102268e-02 5.102268e-02 5.102268e-02
  [16] 5.102268e-02 5.102268e-02 5.102268e-02 5.102268e-02 5.102268e-02
  [21] 5.102268e-02 5.102268e-02 1.987606e-03 1.000000e+00 2.522996e-03
  [26] 2.522996e-03 2.522996e-03 2.163724e-01 2.163724e-01 2.163724e-01
  [31] 2.163724e-01 2.611816e-04 4.481176e-02 4.481176e-02 4.481176e-02
  [36] 4.481176e-02 4.481176e-02 4.481176e-02 4.481176e-02 4.481176e-02
  [41] 1.000000e+00 1.000000e+00 1.000000e+00 1.000000e+00 1.000000e+00
  [46] 1.000000e+00 1.000000e+00 1.000000e+00 1.000000e+00 1.000000e+00
  [51] 1.000000e+00 1.000000e+00 1.000000e+00 1.000000e+00 1.000000e+00
  [56] 1.000000e+00 1.000000e+00 1.000000e+00 1.000000e+00 1.000000e+00
  [61] 1.000000e+00 1.000000e+00 1.000000e+00 1.000000e+00 1.000000e+00
  [66] 1.000000e+00 1.000000e+00 1.000000e+00 1.000000e+00 1.000000e+00
  [71] 1.000000e+00 1.000000e+00 1.000000e+00 1.000000e+00 1.000000e+00
  [76] 1.000000e+00 5.310011e-04 5.310011e-04 5.310011e-04 5.310011e-04
  [81] 5.310011e-04 5.310011e-04 5.310011e-04 5.310011e-04 5.310011e-04
  [86] 5.310011e-04 5.715448e-01 5.715448e-01 5.715448e-01 5.715448e-01
  [91] 5.715448e-01 5.715448e-01 5.715448e-01 5.715448e-01 5.715448e-01
  [96] 5.715448e-01 5.715448e-01 5.715448e-01 5.715448e-01 5.715448e-01
 [101] 5.715448e-01 5.715448e-01 5.715448e-01 5.715448e-01 5.715448e-01
 [106] 5.715448e-01 5.715448e-01 5.715448e-01 5.715448e-01 5.715448e-01
 [111] 5.715448e-01 5.715448e-01 5.715448e-01 5.715448e-01 5.715448e-01
 [116] 2.955281e-02 2.955281e-02 2.955281e-02 2.955281e-02 2.955281e-02
 [121] 2.955281e-02 2.955281e-02 2.955281e-02 2.955281e-02 2.955281e-02
 [126] 2.955281e-02 2.955281e-02 2.955281e-02 2.955281e-02 1.000000e+00
 [131] 1.000000e+00 1.000000e+00 1.000000e+00 1.000000e+00 1.000000e+00
 [136] 1.000000e+00 1.000000e+00 1.000000e+00 1.000000e+00 1.000000e+00
 [141] 1.000000e+00 1.000000e+00 1.000000e+00 1.000000e+00 1.000000e+00
 [146] 1.000000e+00 1.000000e+00 1.000000e+00 1.000000e+00 1.000000e+00
 [151] 1.000000e+00 1.000000e+00 1.000000e+00 1.000000e+00 1.000000e+00
 [156] 1.000000e+00 1.000000e+00 1.000000e+00 1.000000e+00 1.000000e+00
 [161] 1.000000e+00 1.000000e+00 1.000000e+00 1.000000e+00 1.000000e+00
 [166] 1.000000e+00 1.000000e+00 1.000000e+00 1.000000e+00 1.000000e+00
 [171] 1.000000e+00 1.000000e+00 1.000000e+00 1.000000e+00 1.000000e+00
 [176] 1.000000e+00 1.000000e+00 1.000000e+00 1.000000e+00 1.000000e+00
 [181] 1.000000e+00 1.000000e+00 1.000000e+00 1.000000e+00 1.000000e+00
 [186] 1.000000e+00 1.000000e+00 1.000000e+00 1.000000e+00 1.000000e+00
 [191] 1.000000e+00 1.000000e+00 1.000000e+00 1.000000e+00 1.000000e+00
 [196] 1.000000e+00 1.000000e+00 1.000000e+00 1.000000e+00 1.000000e+00
 [201] 1.000000e+00 1.000000e+00 1.000000e+00 1.000000e+00 1.000000e+00
 [206] 1.000000e+00 1.000000e+00 1.000000e+00 1.000000e+00 1.000000e+00
 [211] 1.000000e+00 1.000000e+00 1.000000e+00 1.000000e+00 1.000000e+00
 [216] 1.000000e+00 1.000000e+00 1.000000e+00 1.000000e+00 1.000000e+00
 [221] 1.000000e+00 1.000000e+00 1.000000e+00 1.000000e+00 1.000000e+00
 [226] 1.000000e+00 1.000000e+00 1.000000e+00 1.000000e+00 1.000000e+00
 [231] 1.000000e+00 1.000000e+00 1.000000e+00 1.000000e+00 1.000000e+00
 [236] 1.000000e+00 1.000000e+00 1.000000e+00 1.000000e+00 1.000000e+00
 [241] 1.000000e+00 1.000000e+00 1.000000e+00 1.000000e+00 1.000000e+00
 [246] 1.000000e+00 1.000000e+00 1.000000e+00 1.000000e+00 1.000000e+00
 [251] 1.000000e+00 1.000000e+00 1.000000e+00 1.000000e+00 1.000000e+00
 [256] 1.000000e+00 1.000000e+00 1.000000e+00 1.000000e+00 1.000000e+00
 [261] 1.000000e+00 1.000000e+00 1.000000e+00 1.000000e+00 1.000000e+00
 [266] 1.000000e+00 1.000000e+00 1.000000e+00 1.000000e+00 1.000000e+00
 [271] 1.000000e+00 1.000000e+00 1.000000e+00 1.000000e+00 1.000000e+00
 [276] 1.000000e+00 1.000000e+00 1.000000e+00 1.000000e+00 1.000000e+00
 [281] 1.000000e+00 1.000000e+00 1.000000e+00 1.000000e+00 1.000000e+00
 [286] 1.000000e+00 1.000000e+00 1.000000e+00 1.000000e+00 1.000000e+00
 [291] 1.000000e+00 1.000000e+00 1.000000e+00 1.000000e+00 1.000000e+00
 [296] 1.000000e+00 1.000000e+00 1.000000e+00 1.000000e+00 1.000000e+00
 [301] 1.000000e+00 1.000000e+00 1.000000e+00 1.000000e+00 1.000000e+00
 [306] 1.000000e+00 1.000000e+00 1.000000e+00 1.000000e+00 1.000000e+00
 [311] 1.000000e+00 1.000000e+00 1.000000e+00 1.000000e+00 1.000000e+00
 [316] 1.000000e+00 1.000000e+00 1.000000e+00 1.000000e+00 1.000000e+00
 [321] 1.000000e+00 1.000000e+00 1.000000e+00 1.000000e+00 1.000000e+00
 [326] 1.000000e+00 1.000000e+00 1.000000e+00 1.000000e+00 1.000000e+00
 [331] 1.000000e+00 1.000000e+00 1.000000e+00 1.000000e+00 1.000000e+00
 [336] 1.000000e+00 1.055451e-02 1.055451e-02 1.055451e-02 1.055451e-02
 [341] 1.055451e-02 1.055451e-02 1.055451e-02 1.055451e-02 1.055451e-02
 [346] 1.055451e-02 1.055451e-02 1.055451e-02 1.055451e-02 1.055451e-02
 [351] 1.055451e-02 1.055451e-02 8.228068e-02 8.228068e-02 8.228068e-02
 [356] 8.228068e-02 8.228068e-02 8.228068e-02 8.228068e-02 8.228068e-02
 [361] 8.228068e-02 8.228068e-02 8.228068e-02 8.228068e-02 8.228068e-02
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