find.param.four: Yields output when there are 4 underlying states
Description
This function provides the output (means/variances, transition matrix, likelihood) when the heterogeneous HMM is fitted with four underlying states.
It is a workhorse of the process.data function.
Usage
find.param.four(output.optim,var.fixed)
Arguments
output.optim
The output from fitting a heterogeneous HMM when there are four underlying states
var.fixed
Logical variable - TRUE if you want the variance to be tied across states. Defaults to FALSE
Value
This function outputs the state means/variances, transition matrices, rate parameters, maximised likelihood and convergence information provided
by fitting a heterogeneous HMM with four underlying states.