gam0_natural_params: Transform gamma HMM parameters from working to natural

Description Usage Arguments Value

View source: R/gam0_natural_params.R

Description

This function transforms the working gamma HMM parameters back into the original format of the natural parameters and outputs them as a list. This function is the reverse of norm_working_params().

Usage

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gam0_natural_params(
  num_states,
  num_variables,
  num_subjects,
  num_covariates,
  working_params,
  state_dep_dist_pooled = FALSE
)

Arguments

num_states

The number of states in the desired HMM.

num_variables

The number of variables in the data.

num_subjects

The number of subjects/trials that generated the data.

num_covariates

The number of covariates in the data that the transition probability matrix depends on.

working_params

A vector of the working gamma parameters for the HMM as outputted by norm_working_params().

state_dep_dist_pooled

A logical variable indicating whether the state dependent distribution parameters alpha and theta should be treated as equal for all subjects.

Value

A list of the natural parameters.


simonecollier/lizardHMM documentation built on Dec. 23, 2021, 2:24 a.m.