create_sequence: Create sequence from HMM

In arr15334/BaumWelch: Baum-Welch algorithm implementation for updating transition and emission matrices

Description

Create a sequence from a simulated HMM given transition and emission matrices

Usage

create_sequence(transition.mat, emission.mat, n, start.prob)

Arguments

transition.mat	Transition Matrix specifying the probability of changing or remaining in the same state
emission.mat	Emission matrix specifying probability of emitting certain symbol from a state
n	The length of the sequence to be generated
start.prob	Vector of initial probabilities, probaility of starting from a state

Value

list containing generated sequence and the vector of states under which each symbol was generated

arr15334/BaumWelch documentation built on Jan. 23, 2022, 1:30 a.m.