R: Directed Acyclic Graph HMM with TAN Structured Emissions

# Directed Acyclic Graph HMM with TAN Structured Emissions

## Documentation for package ‘dagHMM’ version 0.1.1

- DESCRIPTION file

## Help Pages

backward | Infer the backward probabilities for all the nodes of the dagHMM
baumWelch | Inferring the parameters of a dag Hidden Markov Model via the Baum-Welch algorithm
baumWelchRecursion | Implementation of the Baum Welch Algorithm as a special case of EM algorithm
bwd_seq_gen | Calculate the order in which nodes in the dag should be traversed during the backward pass(leaves to roots)
calc_emis | Calculating the probability of occurance of particular values of covariates at a node given the value of target.
forward | Infer the forward probabilities for all the nodes of the dagHMM
fwd_seq_gen | Calculate the order in which nodes in the dag should be traversed during the forward pass(roots to leaves)
gen_emis | Generating the inital emission probability distribution of the covariates in TAN structure.
initHMM | Initializing dagHMM with given parameters
noisy_or | Calculating the probability of transition from multiple nodes to given node in the dag