Learn R Programming

dina (version 1.0.2)

update_alpha: Update attributes and latent class probabilities

Description

Update attributes and latent class probabilities by sampling from full conditional distribution.

Usage

update_alpha(Amat, Q, ss, gs, Y, PIs, ALPHAS, delta0)

Arguments

Amat

A C by K matrix of latent classes.

Q

A N by K matrix indicating which skills are required for which items.

ss

A J vector of item slipping parameters.

gs

A J vector of item guessing parameters.

Y

A N by J matrix of observed responses.

PIs

A C vector of latent class probabilities.

ALPHAS

A N by K matrix of latent attributes.

delta0

A J vector of Dirichlet prior parameters.

Value

A N by K matrix of attributes and a C vector of class probabilities.