compute_theta {proclhmm}

Estimate latent traits in LHMM

Description

Compute MAP estimates of latent traits given LHMM parameters

Usage

compute_theta(int_seqs, para_a, para_b, para_alpha, para_beta, para_P1, n_pts)

Arguments

int_seqs

a list of n action sequences where actions are coded as integers 0, ..., N-1

para_a

K by K-1 matrix. discrimination parameters of state transition probability matrix

para_b

K by K-1 matrix. location parameters of state transition probability matrix

para_alpha

K by N-1 matrix. discrimination parameters of state-action (emission) probability matrix

para_beta

K by N-1 matrix. location parameters of state-action (emission) probability matrix

para_P1

a vector of length K-1. parameters of initial state probability vector

n_pts

number of quadrature points

Value

a vector of length n. Estimated latent traits.