latent_distribution {IRTest} | R Documentation |
Latent density function
Description
Density function of the estimated latent distribution with mean and standard deviation equal to 0 and 1, respectively.
Usage
latent_distribution(x, model.fit)
Arguments
x |
A numeric vector. Value(s) on the |
model.fit |
An object returned from an estimation function. |
Value
The evaluated values of the PDF, a length of which equals to that of x
.
Examples
# Data generation and model fitting
data <- DataGeneration(N=1000,
nitem_D = 15,
latent_dist = "2NM",
d = 1.664,
sd_ratio = 2,
prob = 0.3)$data_D
M1 <- IRTest_Dich(data = data, latent_dist = "KDE")
# Plotting the latent distribution
ggplot2::ggplot()+
ggplot2::stat_function(fun=latent_distribution, args=list(M1))+
ggplot2::lims(x=c(-6,6), y=c(0,0.5))
[Package IRTest version 2.0.0 Index]