profile.samediff: Profile likelihood methods for samediff objects.

In perbrock/sensR: Thurstonian Models for Sensory Discrimination

Profile likelihood methods for samediff objects.

Description

Computes the (normalized or relative) profile likelihood for the parameters of a same-different test, plots the normalized profile likelihood and computes profile likelihood confidence intervals.

Usage

## S3 method for class 'samediff'
profile(fitted, which = 1:2, max = 2, numpts = 100,
           max.delta = 10, max.tau = 10, ...)
## S3 method for class 'profile.samediff'
plot(x, which = 1:nc, level = c(0.99, 0.95),
           fig = TRUE, ...)
## S3 method for class 'samediff'
confint(object, parm = c("tau", "delta"), level = 0.95, max = c(10, 10)
           , ...) 

Arguments

fitted	a samediff object
x	a profile.samediff object
object	a samediff object
which	numeric: which parameters to profile or plot; either "1" or "2" or "1:2" to mean "tau", "delta" or both respectively.
parm	the parameter(s) to compute the confidence interval for
max	for profile: control parameter to specify how many units beyond the MLE, the profiling should proceed. For confint: control parameter, that can control the convergence for especially very large delta
numpts	control parameter: At how many points should the profile likelihood be evaluated?
max.delta	control parameter: The maximum point at which to evaluate the profile likelihood for delta
max.tau	same as max.delta for "tau".
level	for plot: At which levels to include horizontal lines to indicate confidence levels in plots of the normalized profile likelihoods. For confint: at which level to compute the confidence interval.
fig	logical: Should the normalized profile likelihoods be plotted?
...	not currently used.

Value

For profile: An object of class "profile.samediff", "data.frame"—a data.frame with two columns for each parameter profiled giving the value of the parameter and the corresponding value of the profile likelihood.

For plot: An object of class "nProfile.samediff", "data.frame"—the data.frame from the profile-object with extra columns corresponding to the which parameter containing the normalized profile liklelihood.

For confint: A 2x2 matrix with columns named "lower", "upper" giving the lower and upper (1 - alpha)% confidence interval for the parameters named in the rows.

Author(s)

Rune Haubo B Christensen

See Also

summary.samediff

Examples

# data: 8 of the same samples were judged to be same
#       5 of the same samples were judged to be different
#       4 of the different samples were judged to be same
#       9 of the different samples were judged to be different

sadi <- samediff(8, 5, 4, 9)
confint(sadi)
plot(profile(sadi))

perbrock/sensR documentation built on Nov. 5, 2023, 10:41 a.m.