Fit TB-STATIS

Estimate maximum likelihood sequence for TB-STATIS. User must input the observed data, set of clinical states and measures to include in the model, and a vector of probabilities indicating the accuracy for each clinical measure.'fit_STATIS' returns the maximum likelihood sequence, and all log-likelihoods calculated during estimation.

Usage

fit_STATIS(data, p_vec, clinical_info, nstart, initial_iter)

Arguments

data

A data frame of observed data.

p_vec

A vector of clinical measure accuracies.

clinical_info

A data frame of clinical measures and states.

nstart

Number of sequence initializations for maximum likelihood search.

initial_iter

Number of iterations for maximum likelihood search.

Value

A list of results.