GenerateSimulatedMC: Generates simulated Markov chain data

In jordanaron22/AndalusiaAlgae: Autoregressive Bivariate HMM for Algae and Toxin Data

Generates simulated Markov chain data

Description

Generates simulated Markov chain data

Usage

GenerateSimulatedMC(init, tran, toxin_data_len, mu_a, k, tox_em, missing_perc)

Arguments

init	Initial Markov state probabilities
tran	Transition Markov state probabilities
toxin_data_len	Length of days to simulate
mu_a	mean negative binomial parameter
k	size negative binomial parameter
tox_em	Classification matrix from ordinal regression parameters
missing_perc	Percent of data to remove from simulated data

Value

Returns simulated data

jordanaron22/AndalusiaAlgae documentation built on Feb. 18, 2025, 3:59 p.m.