ramBLCS: Conduct bivariate latent change score analysis

Description Usage Arguments Value References Examples

Description

Conduct bivariate latent change score analysis

Usage

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ramBLCS(data, y, x, timey, timex, ram.out = FALSE, betax, 
betay, gammax, gammay, mx0, mxs, my0, mys, varex, varey, 
varx0, vary0, varxs, varys, varx0y0, varx0xs, vary0ys, 
varx0ys, vary0xs, varxsys, ...)

Arguments

data

Data

y

Indices for y variables

x

Indices for x variables

timey

Time for y variables

timex

Time for x variables

ram.out

whether print ram matrices

betax

Starting value

betay

Starting value

gammax

Starting value

gammay

Starting value

mx0

Starting value

mxs

Starting value

my0

Starting value

mys

Starting value

varex

Starting value

varey

Starting value

varx0

Starting value

vary0

Starting value

varxs

Starting value

varys

Starting value

varx0y0

Starting value

varx0xs

Starting value

vary0ys

Starting value

varx0ys

Starting value

vary0xs

Starting value

varxsys

Starting value

...

Options can be used for lavaan

Value

model

The lavaan model specification of the bivariate latent change score model

lavaan

The lavaan output

ram

Output in terms of RAM matrices

References

Zhang, Z., Hamagami, F., Grimm, K. J., & McArdle, J. J. (2013). Using R Package RAMpath for Tracing SEM Path Diagrams and Conducting Complex Longitudinal Data Analysis. Structural Equation Modeling.

Examples

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data(ex3)
## Test the bivariate latent change score model ramBLCS

test.blcs<-ramBLCS(ex3, 7:12, 1:6, ram.out=TRUE)
summary(test.blcs$lavaan, fit=TRUE)

bridge<-ramPathBridge(test.blcs$ram, allbridge=FALSE,indirect=FALSE)
plot(bridge, 'blcs')


## Test the vector field plot
## test.blcs is the output of the ramBLCS function.
ramVF(test.blcs, c(0,80),c(0,80), length=.05, xlab='X', ylab='Y',scale=.5, ninterval=9)

Example output

Loading required package: lavaan
This is lavaan 0.5-23.1097
lavaan is BETA software! Please report any bugs.
Loading required package: ellipse
Loading required package: MASS
lavaan (0.5-23.1097) converged normally after 268 iterations

  Number of observations                           500

  Estimator                                         ML
  Minimum Function Test Statistic               64.600
  Degrees of freedom                                70
  P-value (Chi-square)                           0.660

Model test baseline model:

  Minimum Function Test Statistic             3441.089
  Degrees of freedom                                66
  P-value                                        0.000

User model versus baseline model:

  Comparative Fit Index (CFI)                    1.000
  Tucker-Lewis Index (TLI)                       1.002

Loglikelihood and Information Criteria:

  Loglikelihood user model (H0)             -16562.752
  Loglikelihood unrestricted model (H1)     -16530.452

  Number of free parameters                         20
  Akaike (AIC)                               33165.504
  Bayesian (BIC)                             33249.796
  Sample-size adjusted Bayesian (BIC)        33186.315

Root Mean Square Error of Approximation:

  RMSEA                                          0.000
  90 Percent Confidence Interval          0.000  0.022
  P-value RMSEA <= 0.05                          1.000

Standardized Root Mean Square Residual:

  SRMR                                           0.027

Parameter Estimates:

  Information                                 Expected
  Standard Errors                             Standard

Latent Variables:
                   Estimate  Std.Err  z-value  P(>|z|)
  y0 =~                                               
    y1                1.000                           
  dy2 =~                                              
    y2                1.000                           
  dy3 =~                                              
    y3                1.000                           
  dy4 =~                                              
    y4                1.000                           
  dy5 =~                                              
    y5                1.000                           
  dy6 =~                                              
    y6                1.000                           
  ys =~                                               
    dy2               1.000                           
    dy3               1.000                           
    dy4               1.000                           
    dy5               1.000                           
    dy6               1.000                           
  y1 =~                                               
    Y7                1.000                           
  y2 =~                                               
    Y8                1.000                           
  y3 =~                                               
    Y9                1.000                           
  y4 =~                                               
    Y10               1.000                           
  y5 =~                                               
    Y11               1.000                           
  y6 =~                                               
    Y12               1.000                           
  x0 =~                                               
    x1                1.000                           
  dx2 =~                                              
    x2                1.000                           
  dx3 =~                                              
    x3                1.000                           
  dx4 =~                                              
    x4                1.000                           
  dx5 =~                                              
    x5                1.000                           
  dx6 =~                                              
    x6                1.000                           
  xs =~                                               
    dx2               1.000                           
    dx3               1.000                           
    dx4               1.000                           
    dx5               1.000                           
    dx6               1.000                           
  x1 =~                                               
    X1                1.000                           
  x2 =~                                               
    X2                1.000                           
  x3 =~                                               
    X3                1.000                           
  x4 =~                                               
    X4                1.000                           
  x5 =~                                               
    X5                1.000                           
  x6 =~                                               
    X6                1.000                           

Regressions:
                   Estimate  Std.Err  z-value  P(>|z|)
  y2 ~                                                
    y1                1.000                           
  y3 ~                                                
    y2                1.000                           
  y4 ~                                                
    y3                1.000                           
  y5 ~                                                
    y4                1.000                           
  y6 ~                                                
    y5                1.000                           
  dy2 ~                                               
    y1      (bety)   -0.194    0.106   -1.824    0.068
  dy3 ~                                               
    y2      (bety)   -0.194    0.106   -1.824    0.068
  dy4 ~                                               
    y3      (bety)   -0.194    0.106   -1.824    0.068
  dy5 ~                                               
    y4      (bety)   -0.194    0.106   -1.824    0.068
  dy6 ~                                               
    y5      (bety)   -0.194    0.106   -1.824    0.068
  x2 ~                                                
    x1                1.000                           
  x3 ~                                                
    x2                1.000                           
  x4 ~                                                
    x3                1.000                           
  x5 ~                                                
    x4                1.000                           
  x6 ~                                                
    x5                1.000                           
  dx2 ~                                               
    x1      (betx)    0.226    0.047    4.769    0.000
  dx3 ~                                               
    x2      (betx)    0.226    0.047    4.769    0.000
  dx4 ~                                               
    x3      (betx)    0.226    0.047    4.769    0.000
  dx5 ~                                               
    x4      (betx)    0.226    0.047    4.769    0.000
  dx6 ~                                               
    x5      (betx)    0.226    0.047    4.769    0.000
  dy2 ~                                               
    x1      (gmmx)    0.098    0.040    2.478    0.013
  dy3 ~                                               
    x2      (gmmx)    0.098    0.040    2.478    0.013
  dy4 ~                                               
    x3      (gmmx)    0.098    0.040    2.478    0.013
  dy5 ~                                               
    x4      (gmmx)    0.098    0.040    2.478    0.013
  dy6 ~                                               
    x5      (gmmx)    0.098    0.040    2.478    0.013
  dx2 ~                                               
    y1      (gmmy)   -0.139    0.127   -1.090    0.276
  dx3 ~                                               
    y2      (gmmy)   -0.139    0.127   -1.090    0.276
  dx4 ~                                               
    y3      (gmmy)   -0.139    0.127   -1.090    0.276
  dx5 ~                                               
    y4      (gmmy)   -0.139    0.127   -1.090    0.276
  dx6 ~                                               
    y5      (gmmy)   -0.139    0.127   -1.090    0.276

Covariances:
                   Estimate  Std.Err  z-value  P(>|z|)
  y0 ~~                                               
    ys     (vry0y)    0.893    0.346    2.582    0.010
  x0 ~~                                               
    xs     (vrx0x)    0.703    0.231    3.036    0.002
  y0 ~~                                               
    x0      (vr00)    0.979    0.399    2.456    0.014
  ys ~~                                               
    x0     (vrx0y)    0.222    0.206    1.078    0.281
  y0 ~~                                               
    xs     (vry0x)    0.475    0.489    0.972    0.331
  ys ~~                                               
    xs      (vrxs)    0.666    0.239    2.782    0.005

Intercepts:
                   Estimate  Std.Err  z-value  P(>|z|)
    ys       (mys)    4.939    1.384    3.568    0.000
    y0       (my0)   19.934    0.153  130.588    0.000
    y1                0.000                           
   .y2                0.000                           
   .y3                0.000                           
   .y4                0.000                           
   .y5                0.000                           
   .y6                0.000                           
   .dy2               0.000                           
   .dy3               0.000                           
   .dy4               0.000                           
   .dy5               0.000                           
   .dy6               0.000                           
   .Y7                0.000                           
   .Y8                0.000                           
   .Y9                0.000                           
   .Y10               0.000                           
   .Y11               0.000                           
   .Y12               0.000                           
    xs       (mxs)    5.090    1.657    3.072    0.002
    x0       (mx0)   20.193    0.149  135.178    0.000
    x1                0.000                           
   .x2                0.000                           
   .x3                0.000                           
   .x4                0.000                           
   .x5                0.000                           
   .x6                0.000                           
   .dx2               0.000                           
   .dx3               0.000                           
   .dx4               0.000                           
   .dx5               0.000                           
   .dx6               0.000                           
   .X1                0.000                           
   .X2                0.000                           
   .X3                0.000                           
   .X4                0.000                           
   .X5                0.000                           
   .X6                0.000                           

Variances:
                   Estimate  Std.Err  z-value  P(>|z|)
   .dy2               0.000                           
   .dy3               0.000                           
   .dy4               0.000                           
   .dy5               0.000                           
   .dy6               0.000                           
    y1                0.000                           
   .y2                0.000                           
   .y3                0.000                           
   .y4                0.000                           
   .y5                0.000                           
   .y6                0.000                           
    y0      (vry0)    3.459    0.630    5.493    0.000
    ys      (vrys)    0.899    0.374    2.403    0.016
   .Y7      (vary)    9.674    0.306   31.658    0.000
   .Y8      (vary)    9.674    0.306   31.658    0.000
   .Y9      (vary)    9.674    0.306   31.658    0.000
   .Y10     (vary)    9.674    0.306   31.658    0.000
   .Y11     (vary)    9.674    0.306   31.658    0.000
   .Y12     (vary)    9.674    0.306   31.658    0.000
   .dx2               0.000                           
   .dx3               0.000                           
   .dx4               0.000                           
   .dx5               0.000                           
   .dx6               0.000                           
    x1                0.000                           
   .x2                0.000                           
   .x3                0.000                           
   .x4                0.000                           
   .x5                0.000                           
   .x6                0.000                           
    x0      (vrx0)    4.156    0.532    7.812    0.000
    xs      (vrxs)    1.012    0.185    5.460    0.000
   .X1      (varx)    9.088    0.287   31.614    0.000
   .X2      (varx)    9.088    0.287   31.614    0.000
   .X3      (varx)    9.088    0.287   31.614    0.000
   .X4      (varx)    9.088    0.287   31.614    0.000
   .X5      (varx)    9.088    0.287   31.614    0.000
   .X6      (varx)    9.088    0.287   31.614    0.000


--------------------
Parameter estimates:
--------------------

Matrix A

    Y7 Y8 Y9 Y10 Y11 Y12 X1 X2 X3 X4 X5 X6 y0 dy2 dy3 dy4 dy5 dy6 ys    y1
Y7   0  0  0   0   0   0  0  0  0  0  0  0  0   0   0   0   0   0  0  1.00
Y8   0  0  0   0   0   0  0  0  0  0  0  0  0   0   0   0   0   0  0     0
Y9   0  0  0   0   0   0  0  0  0  0  0  0  0   0   0   0   0   0  0     0
Y10  0  0  0   0   0   0  0  0  0  0  0  0  0   0   0   0   0   0  0     0
Y11  0  0  0   0   0   0  0  0  0  0  0  0  0   0   0   0   0   0  0     0
Y12  0  0  0   0   0   0  0  0  0  0  0  0  0   0   0   0   0   0  0     0
X1   0  0  0   0   0   0  0  0  0  0  0  0  0   0   0   0   0   0  0     0
X2   0  0  0   0   0   0  0  0  0  0  0  0  0   0   0   0   0   0  0     0
X3   0  0  0   0   0   0  0  0  0  0  0  0  0   0   0   0   0   0  0     0
X4   0  0  0   0   0   0  0  0  0  0  0  0  0   0   0   0   0   0  0     0
X5   0  0  0   0   0   0  0  0  0  0  0  0  0   0   0   0   0   0  0     0
X6   0  0  0   0   0   0  0  0  0  0  0  0  0   0   0   0   0   0  0     0
y0   0  0  0   0   0   0  0  0  0  0  0  0  0   0   0   0   0   0  0     0
dy2  0  0  0   0   0   0  0  0  0  0  0  0  0   0   0   0   0   0  1 -0.19
dy3  0  0  0   0   0   0  0  0  0  0  0  0  0   0   0   0   0   0  1     0
dy4  0  0  0   0   0   0  0  0  0  0  0  0  0   0   0   0   0   0  1     0
dy5  0  0  0   0   0   0  0  0  0  0  0  0  0   0   0   0   0   0  1     0
dy6  0  0  0   0   0   0  0  0  0  0  0  0  0   0   0   0   0   0  1     0
ys   0  0  0   0   0   0  0  0  0  0  0  0  0   0   0   0   0   0  0     0
y1   0  0  0   0   0   0  0  0  0  0  0  0  1   0   0   0   0   0  0     0
y2   0  0  0   0   0   0  0  0  0  0  0  0  0   1   0   0   0   0  0  1.00
y3   0  0  0   0   0   0  0  0  0  0  0  0  0   0   1   0   0   0  0     0
y4   0  0  0   0   0   0  0  0  0  0  0  0  0   0   0   1   0   0  0     0
y5   0  0  0   0   0   0  0  0  0  0  0  0  0   0   0   0   1   0  0     0
y6   0  0  0   0   0   0  0  0  0  0  0  0  0   0   0   0   0   1  0     0
x0   0  0  0   0   0   0  0  0  0  0  0  0  0   0   0   0   0   0  0     0
dx2  0  0  0   0   0   0  0  0  0  0  0  0  0   0   0   0   0   0  0 -0.14
dx3  0  0  0   0   0   0  0  0  0  0  0  0  0   0   0   0   0   0  0     0
dx4  0  0  0   0   0   0  0  0  0  0  0  0  0   0   0   0   0   0  0     0
dx5  0  0  0   0   0   0  0  0  0  0  0  0  0   0   0   0   0   0  0     0
dx6  0  0  0   0   0   0  0  0  0  0  0  0  0   0   0   0   0   0  0     0
xs   0  0  0   0   0   0  0  0  0  0  0  0  0   0   0   0   0   0  0     0
x1   0  0  0   0   0   0  0  0  0  0  0  0  0   0   0   0   0   0  0     0
x2   0  0  0   0   0   0  0  0  0  0  0  0  0   0   0   0   0   0  0     0
x3   0  0  0   0   0   0  0  0  0  0  0  0  0   0   0   0   0   0  0     0
x4   0  0  0   0   0   0  0  0  0  0  0  0  0   0   0   0   0   0  0     0
x5   0  0  0   0   0   0  0  0  0  0  0  0  0   0   0   0   0   0  0     0
x6   0  0  0   0   0   0  0  0  0  0  0  0  0   0   0   0   0   0  0     0
       y2    y3    y4    y5 y6 x0 dx2 dx3 dx4 dx5 dx6 xs    x1    x2    x3
Y7      0     0     0     0  0  0   0   0   0   0   0  0     0     0     0
Y8   1.00     0     0     0  0  0   0   0   0   0   0  0     0     0     0
Y9      0  1.00     0     0  0  0   0   0   0   0   0  0     0     0     0
Y10     0     0  1.00     0  0  0   0   0   0   0   0  0     0     0     0
Y11     0     0     0  1.00  0  0   0   0   0   0   0  0     0     0     0
Y12     0     0     0     0  1  0   0   0   0   0   0  0     0     0     0
X1      0     0     0     0  0  0   0   0   0   0   0  0 1.000     0     0
X2      0     0     0     0  0  0   0   0   0   0   0  0     0 1.000     0
X3      0     0     0     0  0  0   0   0   0   0   0  0     0     0 1.000
X4      0     0     0     0  0  0   0   0   0   0   0  0     0     0     0
X5      0     0     0     0  0  0   0   0   0   0   0  0     0     0     0
X6      0     0     0     0  0  0   0   0   0   0   0  0     0     0     0
y0      0     0     0     0  0  0   0   0   0   0   0  0     0     0     0
dy2     0     0     0     0  0  0   0   0   0   0   0  0 0.098     0     0
dy3 -0.19     0     0     0  0  0   0   0   0   0   0  0     0 0.098     0
dy4     0 -0.19     0     0  0  0   0   0   0   0   0  0     0     0 0.098
dy5     0     0 -0.19     0  0  0   0   0   0   0   0  0     0     0     0
dy6     0     0     0 -0.19  0  0   0   0   0   0   0  0     0     0     0
ys      0     0     0     0  0  0   0   0   0   0   0  0     0     0     0
y1      0     0     0     0  0  0   0   0   0   0   0  0     0     0     0
y2      0     0     0     0  0  0   0   0   0   0   0  0     0     0     0
y3   1.00     0     0     0  0  0   0   0   0   0   0  0     0     0     0
y4      0  1.00     0     0  0  0   0   0   0   0   0  0     0     0     0
y5      0     0  1.00     0  0  0   0   0   0   0   0  0     0     0     0
y6      0     0     0  1.00  0  0   0   0   0   0   0  0     0     0     0
x0      0     0     0     0  0  0   0   0   0   0   0  0     0     0     0
dx2     0     0     0     0  0  0   0   0   0   0   0  1 0.226     0     0
dx3 -0.14     0     0     0  0  0   0   0   0   0   0  1     0 0.226     0
dx4     0 -0.14     0     0  0  0   0   0   0   0   0  1     0     0 0.226
dx5     0     0 -0.14     0  0  0   0   0   0   0   0  1     0     0     0
dx6     0     0     0 -0.14  0  0   0   0   0   0   0  1     0     0     0
xs      0     0     0     0  0  0   0   0   0   0   0  0     0     0     0
x1      0     0     0     0  0  1   0   0   0   0   0  0     0     0     0
x2      0     0     0     0  0  0   1   0   0   0   0  0 1.000     0     0
x3      0     0     0     0  0  0   0   1   0   0   0  0     0 1.000     0
x4      0     0     0     0  0  0   0   0   1   0   0  0     0     0 1.000
x5      0     0     0     0  0  0   0   0   0   1   0  0     0     0     0
x6      0     0     0     0  0  0   0   0   0   0   1  0     0     0     0
       x4    x5 x6
Y7      0     0  0
Y8      0     0  0
Y9      0     0  0
Y10     0     0  0
Y11     0     0  0
Y12     0     0  0
X1      0     0  0
X2      0     0  0
X3      0     0  0
X4  1.000     0  0
X5      0 1.000  0
X6      0     0  1
y0      0     0  0
dy2     0     0  0
dy3     0     0  0
dy4     0     0  0
dy5 0.098     0  0
dy6     0 0.098  0
ys      0     0  0
y1      0     0  0
y2      0     0  0
y3      0     0  0
y4      0     0  0
y5      0     0  0
y6      0     0  0
x0      0     0  0
dx2     0     0  0
dx3     0     0  0
dx4     0     0  0
dx5 0.226     0  0
dx6     0 0.226  0
xs      0     0  0
x1      0     0  0
x2      0     0  0
x3      0     0  0
x4      0     0  0
x5  1.000     0  0
x6      0 1.000  0

Matrix S

     Y7  Y8  Y9 Y10 Y11 Y12  X1  X2  X3  X4  X5  X6   y0 dy2 dy3 dy4 dy5 dy6
Y7  9.7   0   0   0   0   0   0   0   0   0   0   0    0   0   0   0   0   0
Y8    0 9.7   0   0   0   0   0   0   0   0   0   0    0   0   0   0   0   0
Y9    0   0 9.7   0   0   0   0   0   0   0   0   0    0   0   0   0   0   0
Y10   0   0   0 9.7   0   0   0   0   0   0   0   0    0   0   0   0   0   0
Y11   0   0   0   0 9.7   0   0   0   0   0   0   0    0   0   0   0   0   0
Y12   0   0   0   0   0 9.7   0   0   0   0   0   0    0   0   0   0   0   0
X1    0   0   0   0   0   0 9.1   0   0   0   0   0    0   0   0   0   0   0
X2    0   0   0   0   0   0   0 9.1   0   0   0   0    0   0   0   0   0   0
X3    0   0   0   0   0   0   0   0 9.1   0   0   0    0   0   0   0   0   0
X4    0   0   0   0   0   0   0   0   0 9.1   0   0    0   0   0   0   0   0
X5    0   0   0   0   0   0   0   0   0   0 9.1   0    0   0   0   0   0   0
X6    0   0   0   0   0   0   0   0   0   0   0 9.1    0   0   0   0   0   0
y0    0   0   0   0   0   0   0   0   0   0   0   0 3.46   0   0   0   0   0
dy2   0   0   0   0   0   0   0   0   0   0   0   0    0   0   0   0   0   0
dy3   0   0   0   0   0   0   0   0   0   0   0   0    0   0   0   0   0   0
dy4   0   0   0   0   0   0   0   0   0   0   0   0    0   0   0   0   0   0
dy5   0   0   0   0   0   0   0   0   0   0   0   0    0   0   0   0   0   0
dy6   0   0   0   0   0   0   0   0   0   0   0   0    0   0   0   0   0   0
ys    0   0   0   0   0   0   0   0   0   0   0   0 0.89   0   0   0   0   0
y1    0   0   0   0   0   0   0   0   0   0   0   0    0   0   0   0   0   0
y2    0   0   0   0   0   0   0   0   0   0   0   0    0   0   0   0   0   0
y3    0   0   0   0   0   0   0   0   0   0   0   0    0   0   0   0   0   0
y4    0   0   0   0   0   0   0   0   0   0   0   0    0   0   0   0   0   0
y5    0   0   0   0   0   0   0   0   0   0   0   0    0   0   0   0   0   0
y6    0   0   0   0   0   0   0   0   0   0   0   0    0   0   0   0   0   0
x0    0   0   0   0   0   0   0   0   0   0   0   0 0.98   0   0   0   0   0
dx2   0   0   0   0   0   0   0   0   0   0   0   0    0   0   0   0   0   0
dx3   0   0   0   0   0   0   0   0   0   0   0   0    0   0   0   0   0   0
dx4   0   0   0   0   0   0   0   0   0   0   0   0    0   0   0   0   0   0
dx5   0   0   0   0   0   0   0   0   0   0   0   0    0   0   0   0   0   0
dx6   0   0   0   0   0   0   0   0   0   0   0   0    0   0   0   0   0   0
xs    0   0   0   0   0   0   0   0   0   0   0   0 0.48   0   0   0   0   0
x1    0   0   0   0   0   0   0   0   0   0   0   0    0   0   0   0   0   0
x2    0   0   0   0   0   0   0   0   0   0   0   0    0   0   0   0   0   0
x3    0   0   0   0   0   0   0   0   0   0   0   0    0   0   0   0   0   0
x4    0   0   0   0   0   0   0   0   0   0   0   0    0   0   0   0   0   0
x5    0   0   0   0   0   0   0   0   0   0   0   0    0   0   0   0   0   0
x6    0   0   0   0   0   0   0   0   0   0   0   0    0   0   0   0   0   0
      ys y1 y2 y3 y4 y5 y6   x0 dx2 dx3 dx4 dx5 dx6   xs x1 x2 x3 x4 x5 x6
Y7     0  0  0  0  0  0  0    0   0   0   0   0   0    0  0  0  0  0  0  0
Y8     0  0  0  0  0  0  0    0   0   0   0   0   0    0  0  0  0  0  0  0
Y9     0  0  0  0  0  0  0    0   0   0   0   0   0    0  0  0  0  0  0  0
Y10    0  0  0  0  0  0  0    0   0   0   0   0   0    0  0  0  0  0  0  0
Y11    0  0  0  0  0  0  0    0   0   0   0   0   0    0  0  0  0  0  0  0
Y12    0  0  0  0  0  0  0    0   0   0   0   0   0    0  0  0  0  0  0  0
X1     0  0  0  0  0  0  0    0   0   0   0   0   0    0  0  0  0  0  0  0
X2     0  0  0  0  0  0  0    0   0   0   0   0   0    0  0  0  0  0  0  0
X3     0  0  0  0  0  0  0    0   0   0   0   0   0    0  0  0  0  0  0  0
X4     0  0  0  0  0  0  0    0   0   0   0   0   0    0  0  0  0  0  0  0
X5     0  0  0  0  0  0  0    0   0   0   0   0   0    0  0  0  0  0  0  0
X6     0  0  0  0  0  0  0    0   0   0   0   0   0    0  0  0  0  0  0  0
y0  0.89  0  0  0  0  0  0 0.98   0   0   0   0   0 0.48  0  0  0  0  0  0
dy2    0  0  0  0  0  0  0    0   0   0   0   0   0    0  0  0  0  0  0  0
dy3    0  0  0  0  0  0  0    0   0   0   0   0   0    0  0  0  0  0  0  0
dy4    0  0  0  0  0  0  0    0   0   0   0   0   0    0  0  0  0  0  0  0
dy5    0  0  0  0  0  0  0    0   0   0   0   0   0    0  0  0  0  0  0  0
dy6    0  0  0  0  0  0  0    0   0   0   0   0   0    0  0  0  0  0  0  0
ys  0.90  0  0  0  0  0  0 0.22   0   0   0   0   0 0.67  0  0  0  0  0  0
y1     0  0  0  0  0  0  0    0   0   0   0   0   0    0  0  0  0  0  0  0
y2     0  0  0  0  0  0  0    0   0   0   0   0   0    0  0  0  0  0  0  0
y3     0  0  0  0  0  0  0    0   0   0   0   0   0    0  0  0  0  0  0  0
y4     0  0  0  0  0  0  0    0   0   0   0   0   0    0  0  0  0  0  0  0
y5     0  0  0  0  0  0  0    0   0   0   0   0   0    0  0  0  0  0  0  0
y6     0  0  0  0  0  0  0    0   0   0   0   0   0    0  0  0  0  0  0  0
x0  0.22  0  0  0  0  0  0 4.16   0   0   0   0   0 0.70  0  0  0  0  0  0
dx2    0  0  0  0  0  0  0    0   0   0   0   0   0    0  0  0  0  0  0  0
dx3    0  0  0  0  0  0  0    0   0   0   0   0   0    0  0  0  0  0  0  0
dx4    0  0  0  0  0  0  0    0   0   0   0   0   0    0  0  0  0  0  0  0
dx5    0  0  0  0  0  0  0    0   0   0   0   0   0    0  0  0  0  0  0  0
dx6    0  0  0  0  0  0  0    0   0   0   0   0   0    0  0  0  0  0  0  0
xs  0.67  0  0  0  0  0  0 0.70   0   0   0   0   0 1.01  0  0  0  0  0  0
x1     0  0  0  0  0  0  0    0   0   0   0   0   0    0  0  0  0  0  0  0
x2     0  0  0  0  0  0  0    0   0   0   0   0   0    0  0  0  0  0  0  0
x3     0  0  0  0  0  0  0    0   0   0   0   0   0    0  0  0  0  0  0  0
x4     0  0  0  0  0  0  0    0   0   0   0   0   0    0  0  0  0  0  0  0
x5     0  0  0  0  0  0  0    0   0   0   0   0   0    0  0  0  0  0  0  0
x6     0  0  0  0  0  0  0    0   0   0   0   0   0    0  0  0  0  0  0  0

----------------------------------------
Standard errors for parameter estimates:
----------------------------------------

Matrix A

    Y7 Y8 Y9 Y10 Y11 Y12 X1 X2 X3 X4 X5 X6 y0 dy2 dy3 dy4 dy5 dy6 ys   y1   y2
Y7   0  0  0   0   0   0  0  0  0  0  0  0  0   0   0   0   0   0  0    0    0
Y8   0  0  0   0   0   0  0  0  0  0  0  0  0   0   0   0   0   0  0    0    0
Y9   0  0  0   0   0   0  0  0  0  0  0  0  0   0   0   0   0   0  0    0    0
Y10  0  0  0   0   0   0  0  0  0  0  0  0  0   0   0   0   0   0  0    0    0
Y11  0  0  0   0   0   0  0  0  0  0  0  0  0   0   0   0   0   0  0    0    0
Y12  0  0  0   0   0   0  0  0  0  0  0  0  0   0   0   0   0   0  0    0    0
X1   0  0  0   0   0   0  0  0  0  0  0  0  0   0   0   0   0   0  0    0    0
X2   0  0  0   0   0   0  0  0  0  0  0  0  0   0   0   0   0   0  0    0    0
X3   0  0  0   0   0   0  0  0  0  0  0  0  0   0   0   0   0   0  0    0    0
X4   0  0  0   0   0   0  0  0  0  0  0  0  0   0   0   0   0   0  0    0    0
X5   0  0  0   0   0   0  0  0  0  0  0  0  0   0   0   0   0   0  0    0    0
X6   0  0  0   0   0   0  0  0  0  0  0  0  0   0   0   0   0   0  0    0    0
y0   0  0  0   0   0   0  0  0  0  0  0  0  0   0   0   0   0   0  0    0    0
dy2  0  0  0   0   0   0  0  0  0  0  0  0  0   0   0   0   0   0  0 0.11    0
dy3  0  0  0   0   0   0  0  0  0  0  0  0  0   0   0   0   0   0  0    0 0.11
dy4  0  0  0   0   0   0  0  0  0  0  0  0  0   0   0   0   0   0  0    0    0
dy5  0  0  0   0   0   0  0  0  0  0  0  0  0   0   0   0   0   0  0    0    0
dy6  0  0  0   0   0   0  0  0  0  0  0  0  0   0   0   0   0   0  0    0    0
ys   0  0  0   0   0   0  0  0  0  0  0  0  0   0   0   0   0   0  0    0    0
y1   0  0  0   0   0   0  0  0  0  0  0  0  0   0   0   0   0   0  0    0    0
y2   0  0  0   0   0   0  0  0  0  0  0  0  0   0   0   0   0   0  0    0    0
y3   0  0  0   0   0   0  0  0  0  0  0  0  0   0   0   0   0   0  0    0    0
y4   0  0  0   0   0   0  0  0  0  0  0  0  0   0   0   0   0   0  0    0    0
y5   0  0  0   0   0   0  0  0  0  0  0  0  0   0   0   0   0   0  0    0    0
y6   0  0  0   0   0   0  0  0  0  0  0  0  0   0   0   0   0   0  0    0    0
x0   0  0  0   0   0   0  0  0  0  0  0  0  0   0   0   0   0   0  0    0    0
dx2  0  0  0   0   0   0  0  0  0  0  0  0  0   0   0   0   0   0  0 0.13    0
dx3  0  0  0   0   0   0  0  0  0  0  0  0  0   0   0   0   0   0  0    0 0.13
dx4  0  0  0   0   0   0  0  0  0  0  0  0  0   0   0   0   0   0  0    0    0
dx5  0  0  0   0   0   0  0  0  0  0  0  0  0   0   0   0   0   0  0    0    0
dx6  0  0  0   0   0   0  0  0  0  0  0  0  0   0   0   0   0   0  0    0    0
xs   0  0  0   0   0   0  0  0  0  0  0  0  0   0   0   0   0   0  0    0    0
x1   0  0  0   0   0   0  0  0  0  0  0  0  0   0   0   0   0   0  0    0    0
x2   0  0  0   0   0   0  0  0  0  0  0  0  0   0   0   0   0   0  0    0    0
x3   0  0  0   0   0   0  0  0  0  0  0  0  0   0   0   0   0   0  0    0    0
x4   0  0  0   0   0   0  0  0  0  0  0  0  0   0   0   0   0   0  0    0    0
x5   0  0  0   0   0   0  0  0  0  0  0  0  0   0   0   0   0   0  0    0    0
x6   0  0  0   0   0   0  0  0  0  0  0  0  0   0   0   0   0   0  0    0    0
      y3   y4   y5 y6 x0 dx2 dx3 dx4 dx5 dx6 xs    x1    x2    x3    x4    x5
Y7     0    0    0  0  0   0   0   0   0   0  0     0     0     0     0     0
Y8     0    0    0  0  0   0   0   0   0   0  0     0     0     0     0     0
Y9     0    0    0  0  0   0   0   0   0   0  0     0     0     0     0     0
Y10    0    0    0  0  0   0   0   0   0   0  0     0     0     0     0     0
Y11    0    0    0  0  0   0   0   0   0   0  0     0     0     0     0     0
Y12    0    0    0  0  0   0   0   0   0   0  0     0     0     0     0     0
X1     0    0    0  0  0   0   0   0   0   0  0     0     0     0     0     0
X2     0    0    0  0  0   0   0   0   0   0  0     0     0     0     0     0
X3     0    0    0  0  0   0   0   0   0   0  0     0     0     0     0     0
X4     0    0    0  0  0   0   0   0   0   0  0     0     0     0     0     0
X5     0    0    0  0  0   0   0   0   0   0  0     0     0     0     0     0
X6     0    0    0  0  0   0   0   0   0   0  0     0     0     0     0     0
y0     0    0    0  0  0   0   0   0   0   0  0     0     0     0     0     0
dy2    0    0    0  0  0   0   0   0   0   0  0 0.040     0     0     0     0
dy3    0    0    0  0  0   0   0   0   0   0  0     0 0.040     0     0     0
dy4 0.11    0    0  0  0   0   0   0   0   0  0     0     0 0.040     0     0
dy5    0 0.11    0  0  0   0   0   0   0   0  0     0     0     0 0.040     0
dy6    0    0 0.11  0  0   0   0   0   0   0  0     0     0     0     0 0.040
ys     0    0    0  0  0   0   0   0   0   0  0     0     0     0     0     0
y1     0    0    0  0  0   0   0   0   0   0  0     0     0     0     0     0
y2     0    0    0  0  0   0   0   0   0   0  0     0     0     0     0     0
y3     0    0    0  0  0   0   0   0   0   0  0     0     0     0     0     0
y4     0    0    0  0  0   0   0   0   0   0  0     0     0     0     0     0
y5     0    0    0  0  0   0   0   0   0   0  0     0     0     0     0     0
y6     0    0    0  0  0   0   0   0   0   0  0     0     0     0     0     0
x0     0    0    0  0  0   0   0   0   0   0  0     0     0     0     0     0
dx2    0    0    0  0  0   0   0   0   0   0  0 0.047     0     0     0     0
dx3    0    0    0  0  0   0   0   0   0   0  0     0 0.047     0     0     0
dx4 0.13    0    0  0  0   0   0   0   0   0  0     0     0 0.047     0     0
dx5    0 0.13    0  0  0   0   0   0   0   0  0     0     0     0 0.047     0
dx6    0    0 0.13  0  0   0   0   0   0   0  0     0     0     0     0 0.047
xs     0    0    0  0  0   0   0   0   0   0  0     0     0     0     0     0
x1     0    0    0  0  0   0   0   0   0   0  0     0     0     0     0     0
x2     0    0    0  0  0   0   0   0   0   0  0     0     0     0     0     0
x3     0    0    0  0  0   0   0   0   0   0  0     0     0     0     0     0
x4     0    0    0  0  0   0   0   0   0   0  0     0     0     0     0     0
x5     0    0    0  0  0   0   0   0   0   0  0     0     0     0     0     0
x6     0    0    0  0  0   0   0   0   0   0  0     0     0     0     0     0
    x6
Y7   0
Y8   0
Y9   0
Y10  0
Y11  0
Y12  0
X1   0
X2   0
X3   0
X4   0
X5   0
X6   0
y0   0
dy2  0
dy3  0
dy4  0
dy5  0
dy6  0
ys   0
y1   0
y2   0
y3   0
y4   0
y5   0
y6   0
x0   0
dx2  0
dx3  0
dx4  0
dx5  0
dx6  0
xs   0
x1   0
x2   0
x3   0
x4   0
x5   0
x6   0

Matrix S

      Y7   Y8   Y9  Y10  Y11  Y12   X1   X2   X3   X4   X5   X6   y0 dy2 dy3
Y7  0.31    0    0    0    0    0    0    0    0    0    0    0    0   0   0
Y8     0 0.31    0    0    0    0    0    0    0    0    0    0    0   0   0
Y9     0    0 0.31    0    0    0    0    0    0    0    0    0    0   0   0
Y10    0    0    0 0.31    0    0    0    0    0    0    0    0    0   0   0
Y11    0    0    0    0 0.31    0    0    0    0    0    0    0    0   0   0
Y12    0    0    0    0    0 0.31    0    0    0    0    0    0    0   0   0
X1     0    0    0    0    0    0 0.29    0    0    0    0    0    0   0   0
X2     0    0    0    0    0    0    0 0.29    0    0    0    0    0   0   0
X3     0    0    0    0    0    0    0    0 0.29    0    0    0    0   0   0
X4     0    0    0    0    0    0    0    0    0 0.29    0    0    0   0   0
X5     0    0    0    0    0    0    0    0    0    0 0.29    0    0   0   0
X6     0    0    0    0    0    0    0    0    0    0    0 0.29    0   0   0
y0     0    0    0    0    0    0    0    0    0    0    0    0 0.63   0   0
dy2    0    0    0    0    0    0    0    0    0    0    0    0    0   0   0
dy3    0    0    0    0    0    0    0    0    0    0    0    0    0   0   0
dy4    0    0    0    0    0    0    0    0    0    0    0    0    0   0   0
dy5    0    0    0    0    0    0    0    0    0    0    0    0    0   0   0
dy6    0    0    0    0    0    0    0    0    0    0    0    0    0   0   0
ys     0    0    0    0    0    0    0    0    0    0    0    0 0.35   0   0
y1     0    0    0    0    0    0    0    0    0    0    0    0    0   0   0
y2     0    0    0    0    0    0    0    0    0    0    0    0    0   0   0
y3     0    0    0    0    0    0    0    0    0    0    0    0    0   0   0
y4     0    0    0    0    0    0    0    0    0    0    0    0    0   0   0
y5     0    0    0    0    0    0    0    0    0    0    0    0    0   0   0
y6     0    0    0    0    0    0    0    0    0    0    0    0    0   0   0
x0     0    0    0    0    0    0    0    0    0    0    0    0 0.40   0   0
dx2    0    0    0    0    0    0    0    0    0    0    0    0    0   0   0
dx3    0    0    0    0    0    0    0    0    0    0    0    0    0   0   0
dx4    0    0    0    0    0    0    0    0    0    0    0    0    0   0   0
dx5    0    0    0    0    0    0    0    0    0    0    0    0    0   0   0
dx6    0    0    0    0    0    0    0    0    0    0    0    0    0   0   0
xs     0    0    0    0    0    0    0    0    0    0    0    0 0.49   0   0
x1     0    0    0    0    0    0    0    0    0    0    0    0    0   0   0
x2     0    0    0    0    0    0    0    0    0    0    0    0    0   0   0
x3     0    0    0    0    0    0    0    0    0    0    0    0    0   0   0
x4     0    0    0    0    0    0    0    0    0    0    0    0    0   0   0
x5     0    0    0    0    0    0    0    0    0    0    0    0    0   0   0
x6     0    0    0    0    0    0    0    0    0    0    0    0    0   0   0
    dy4 dy5 dy6   ys y1 y2 y3 y4 y5 y6   x0 dx2 dx3 dx4 dx5 dx6   xs x1 x2 x3
Y7    0   0   0    0  0  0  0  0  0  0    0   0   0   0   0   0    0  0  0  0
Y8    0   0   0    0  0  0  0  0  0  0    0   0   0   0   0   0    0  0  0  0
Y9    0   0   0    0  0  0  0  0  0  0    0   0   0   0   0   0    0  0  0  0
Y10   0   0   0    0  0  0  0  0  0  0    0   0   0   0   0   0    0  0  0  0
Y11   0   0   0    0  0  0  0  0  0  0    0   0   0   0   0   0    0  0  0  0
Y12   0   0   0    0  0  0  0  0  0  0    0   0   0   0   0   0    0  0  0  0
X1    0   0   0    0  0  0  0  0  0  0    0   0   0   0   0   0    0  0  0  0
X2    0   0   0    0  0  0  0  0  0  0    0   0   0   0   0   0    0  0  0  0
X3    0   0   0    0  0  0  0  0  0  0    0   0   0   0   0   0    0  0  0  0
X4    0   0   0    0  0  0  0  0  0  0    0   0   0   0   0   0    0  0  0  0
X5    0   0   0    0  0  0  0  0  0  0    0   0   0   0   0   0    0  0  0  0
X6    0   0   0    0  0  0  0  0  0  0    0   0   0   0   0   0    0  0  0  0
y0    0   0   0 0.35  0  0  0  0  0  0 0.40   0   0   0   0   0 0.49  0  0  0
dy2   0   0   0    0  0  0  0  0  0  0    0   0   0   0   0   0    0  0  0  0
dy3   0   0   0    0  0  0  0  0  0  0    0   0   0   0   0   0    0  0  0  0
dy4   0   0   0    0  0  0  0  0  0  0    0   0   0   0   0   0    0  0  0  0
dy5   0   0   0    0  0  0  0  0  0  0    0   0   0   0   0   0    0  0  0  0
dy6   0   0   0    0  0  0  0  0  0  0    0   0   0   0   0   0    0  0  0  0
ys    0   0   0 0.37  0  0  0  0  0  0 0.21   0   0   0   0   0 0.24  0  0  0
y1    0   0   0    0  0  0  0  0  0  0    0   0   0   0   0   0    0  0  0  0
y2    0   0   0    0  0  0  0  0  0  0    0   0   0   0   0   0    0  0  0  0
y3    0   0   0    0  0  0  0  0  0  0    0   0   0   0   0   0    0  0  0  0
y4    0   0   0    0  0  0  0  0  0  0    0   0   0   0   0   0    0  0  0  0
y5    0   0   0    0  0  0  0  0  0  0    0   0   0   0   0   0    0  0  0  0
y6    0   0   0    0  0  0  0  0  0  0    0   0   0   0   0   0    0  0  0  0
x0    0   0   0 0.21  0  0  0  0  0  0 0.53   0   0   0   0   0 0.23  0  0  0
dx2   0   0   0    0  0  0  0  0  0  0    0   0   0   0   0   0    0  0  0  0
dx3   0   0   0    0  0  0  0  0  0  0    0   0   0   0   0   0    0  0  0  0
dx4   0   0   0    0  0  0  0  0  0  0    0   0   0   0   0   0    0  0  0  0
dx5   0   0   0    0  0  0  0  0  0  0    0   0   0   0   0   0    0  0  0  0
dx6   0   0   0    0  0  0  0  0  0  0    0   0   0   0   0   0    0  0  0  0
xs    0   0   0 0.24  0  0  0  0  0  0 0.23   0   0   0   0   0 0.19  0  0  0
x1    0   0   0    0  0  0  0  0  0  0    0   0   0   0   0   0    0  0  0  0
x2    0   0   0    0  0  0  0  0  0  0    0   0   0   0   0   0    0  0  0  0
x3    0   0   0    0  0  0  0  0  0  0    0   0   0   0   0   0    0  0  0  0
x4    0   0   0    0  0  0  0  0  0  0    0   0   0   0   0   0    0  0  0  0
x5    0   0   0    0  0  0  0  0  0  0    0   0   0   0   0   0    0  0  0  0
x6    0   0   0    0  0  0  0  0  0  0    0   0   0   0   0   0    0  0  0  0
    x4 x5 x6
Y7   0  0  0
Y8   0  0  0
Y9   0  0  0
Y10  0  0  0
Y11  0  0  0
Y12  0  0  0
X1   0  0  0
X2   0  0  0
X3   0  0  0
X4   0  0  0
X5   0  0  0
X6   0  0  0
y0   0  0  0
dy2  0  0  0
dy3  0  0  0
dy4  0  0  0
dy5  0  0  0
dy6  0  0  0
ys   0  0  0
y1   0  0  0
y2   0  0  0
y3   0  0  0
y4   0  0  0
y5   0  0  0
y6   0  0  0
x0   0  0  0
dx2  0  0  0
dx3  0  0  0
dx4  0  0  0
dx5  0  0  0
dx6  0  0  0
xs   0  0  0
x1   0  0  0
x2   0  0  0
x3   0  0  0
x4   0  0  0
x5   0  0  0
x6   0  0  0


lavaan (0.5-23.1097) converged normally after 268 iterations

  Number of observations                           500

  Estimator                                         ML
  Minimum Function Test Statistic               64.600
  Degrees of freedom                                70
  P-value (Chi-square)                           0.660

Model test baseline model:

  Minimum Function Test Statistic             3441.089
  Degrees of freedom                                66
  P-value                                        0.000

User model versus baseline model:

  Comparative Fit Index (CFI)                    1.000
  Tucker-Lewis Index (TLI)                       1.002

Loglikelihood and Information Criteria:

  Loglikelihood user model (H0)             -16562.752
  Loglikelihood unrestricted model (H1)     -16530.452

  Number of free parameters                         20
  Akaike (AIC)                               33165.504
  Bayesian (BIC)                             33249.796
  Sample-size adjusted Bayesian (BIC)        33186.315

Root Mean Square Error of Approximation:

  RMSEA                                          0.000
  90 Percent Confidence Interval          0.000  0.022
  P-value RMSEA <= 0.05                          1.000

Standardized Root Mean Square Residual:

  SRMR                                           0.027

Parameter Estimates:

  Information                                 Expected
  Standard Errors                             Standard

Latent Variables:
                   Estimate  Std.Err  z-value  P(>|z|)
  y0 =~                                               
    y1                1.000                           
  dy2 =~                                              
    y2                1.000                           
  dy3 =~                                              
    y3                1.000                           
  dy4 =~                                              
    y4                1.000                           
  dy5 =~                                              
    y5                1.000                           
  dy6 =~                                              
    y6                1.000                           
  ys =~                                               
    dy2               1.000                           
    dy3               1.000                           
    dy4               1.000                           
    dy5               1.000                           
    dy6               1.000                           
  y1 =~                                               
    Y7                1.000                           
  y2 =~                                               
    Y8                1.000                           
  y3 =~                                               
    Y9                1.000                           
  y4 =~                                               
    Y10               1.000                           
  y5 =~                                               
    Y11               1.000                           
  y6 =~                                               
    Y12               1.000                           
  x0 =~                                               
    x1                1.000                           
  dx2 =~                                              
    x2                1.000                           
  dx3 =~                                              
    x3                1.000                           
  dx4 =~                                              
    x4                1.000                           
  dx5 =~                                              
    x5                1.000                           
  dx6 =~                                              
    x6                1.000                           
  xs =~                                               
    dx2               1.000                           
    dx3               1.000                           
    dx4               1.000                           
    dx5               1.000                           
    dx6               1.000                           
  x1 =~                                               
    X1                1.000                           
  x2 =~                                               
    X2                1.000                           
  x3 =~                                               
    X3                1.000                           
  x4 =~                                               
    X4                1.000                           
  x5 =~                                               
    X5                1.000                           
  x6 =~                                               
    X6                1.000                           

Regressions:
                   Estimate  Std.Err  z-value  P(>|z|)
  y2 ~                                                
    y1                1.000                           
  y3 ~                                                
    y2                1.000                           
  y4 ~                                                
    y3                1.000                           
  y5 ~                                                
    y4                1.000                           
  y6 ~                                                
    y5                1.000                           
  dy2 ~                                               
    y1      (bety)   -0.194    0.106   -1.824    0.068
  dy3 ~                                               
    y2      (bety)   -0.194    0.106   -1.824    0.068
  dy4 ~                                               
    y3      (bety)   -0.194    0.106   -1.824    0.068
  dy5 ~                                               
    y4      (bety)   -0.194    0.106   -1.824    0.068
  dy6 ~                                               
    y5      (bety)   -0.194    0.106   -1.824    0.068
  x2 ~                                                
    x1                1.000                           
  x3 ~                                                
    x2                1.000                           
  x4 ~                                                
    x3                1.000                           
  x5 ~                                                
    x4                1.000                           
  x6 ~                                                
    x5                1.000                           
  dx2 ~                                               
    x1      (betx)    0.226    0.047    4.769    0.000
  dx3 ~                                               
    x2      (betx)    0.226    0.047    4.769    0.000
  dx4 ~                                               
    x3      (betx)    0.226    0.047    4.769    0.000
  dx5 ~                                               
    x4      (betx)    0.226    0.047    4.769    0.000
  dx6 ~                                               
    x5      (betx)    0.226    0.047    4.769    0.000
  dy2 ~                                               
    x1      (gmmx)    0.098    0.040    2.478    0.013
  dy3 ~                                               
    x2      (gmmx)    0.098    0.040    2.478    0.013
  dy4 ~                                               
    x3      (gmmx)    0.098    0.040    2.478    0.013
  dy5 ~                                               
    x4      (gmmx)    0.098    0.040    2.478    0.013
  dy6 ~                                               
    x5      (gmmx)    0.098    0.040    2.478    0.013
  dx2 ~                                               
    y1      (gmmy)   -0.139    0.127   -1.090    0.276
  dx3 ~                                               
    y2      (gmmy)   -0.139    0.127   -1.090    0.276
  dx4 ~                                               
    y3      (gmmy)   -0.139    0.127   -1.090    0.276
  dx5 ~                                               
    y4      (gmmy)   -0.139    0.127   -1.090    0.276
  dx6 ~                                               
    y5      (gmmy)   -0.139    0.127   -1.090    0.276

Covariances:
                   Estimate  Std.Err  z-value  P(>|z|)
  y0 ~~                                               
    ys     (vry0y)    0.893    0.346    2.582    0.010
  x0 ~~                                               
    xs     (vrx0x)    0.703    0.231    3.036    0.002
  y0 ~~                                               
    x0      (vr00)    0.979    0.399    2.456    0.014
  ys ~~                                               
    x0     (vrx0y)    0.222    0.206    1.078    0.281
  y0 ~~                                               
    xs     (vry0x)    0.475    0.489    0.972    0.331
  ys ~~                                               
    xs      (vrxs)    0.666    0.239    2.782    0.005

Intercepts:
                   Estimate  Std.Err  z-value  P(>|z|)
    ys       (mys)    4.939    1.384    3.568    0.000
    y0       (my0)   19.934    0.153  130.588    0.000
    y1                0.000                           
   .y2                0.000                           
   .y3                0.000                           
   .y4                0.000                           
   .y5                0.000                           
   .y6                0.000                           
   .dy2               0.000                           
   .dy3               0.000                           
   .dy4               0.000                           
   .dy5               0.000                           
   .dy6               0.000                           
   .Y7                0.000                           
   .Y8                0.000                           
   .Y9                0.000                           
   .Y10               0.000                           
   .Y11               0.000                           
   .Y12               0.000                           
    xs       (mxs)    5.090    1.657    3.072    0.002
    x0       (mx0)   20.193    0.149  135.178    0.000
    x1                0.000                           
   .x2                0.000                           
   .x3                0.000                           
   .x4                0.000                           
   .x5                0.000                           
   .x6                0.000                           
   .dx2               0.000                           
   .dx3               0.000                           
   .dx4               0.000                           
   .dx5               0.000                           
   .dx6               0.000                           
   .X1                0.000                           
   .X2                0.000                           
   .X3                0.000                           
   .X4                0.000                           
   .X5                0.000                           
   .X6                0.000                           

Variances:
                   Estimate  Std.Err  z-value  P(>|z|)
   .dy2               0.000                           
   .dy3               0.000                           
   .dy4               0.000                           
   .dy5               0.000                           
   .dy6               0.000                           
    y1                0.000                           
   .y2                0.000                           
   .y3                0.000                           
   .y4                0.000                           
   .y5                0.000                           
   .y6                0.000                           
    y0      (vry0)    3.459    0.630    5.493    0.000
    ys      (vrys)    0.899    0.374    2.403    0.016
   .Y7      (vary)    9.674    0.306   31.658    0.000
   .Y8      (vary)    9.674    0.306   31.658    0.000
   .Y9      (vary)    9.674    0.306   31.658    0.000
   .Y10     (vary)    9.674    0.306   31.658    0.000
   .Y11     (vary)    9.674    0.306   31.658    0.000
   .Y12     (vary)    9.674    0.306   31.658    0.000
   .dx2               0.000                           
   .dx3               0.000                           
   .dx4               0.000                           
   .dx5               0.000                           
   .dx6               0.000                           
    x1                0.000                           
   .x2                0.000                           
   .x3                0.000                           
   .x4                0.000                           
   .x5                0.000                           
   .x6                0.000                           
    x0      (vrx0)    4.156    0.532    7.812    0.000
    xs      (vrxs)    1.012    0.185    5.460    0.000
   .X1      (varx)    9.088    0.287   31.614    0.000
   .X2      (varx)    9.088    0.287   31.614    0.000
   .X3      (varx)    9.088    0.287   31.614    0.000
   .X4      (varx)    9.088    0.287   31.614    0.000
   .X5      (varx)    9.088    0.287   31.614    0.000
   .X6      (varx)    9.088    0.287   31.614    0.000

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RAMpath documentation built on May 2, 2019, 9:12 a.m.