prep_temp_sequence: Prepare the ptMCMC temperature sequence

In LDATS: Latent Dirichlet Allocation Coupled with Time Series Analyses

Prepare the ptMCMC temperature sequence

Description

Create the series of temperatures used in the ptMCMC algorithm.

This function was designed to work within TS and est_changepoints specifically, but has been generalized and would work with any ptMCMC model as long as control includes the relevant control parameters (and provided that the check_control function and its use here are generalized).

Usage

prep_temp_sequence(control = list())

Arguments

control

A list of parameters to control the fitting of the Time Series model including the parallel tempering Markov Chain Monte Carlo (ptMCMC) controls. Values not input assume defaults set by TS_control.

Value

vector of temperatures.

Examples

  prep_temp_sequence()

LDATS documentation built on Sept. 19, 2023, 5:08 p.m.