HMMpa-package |
Analysing Accelerometer Data Using Hidden Markov Models |
AIC_HMM |
AIC and BIC Value for a Discrete Time Hidden Markov Model |
Baum_Welch_algorithm |
Estimation Using the Baum-Welch Algorithm |
BIC_HMM |
AIC and BIC Value for a Discrete Time Hidden Markov Model |
cut_off_point_method |
Cut-Off Point Method for Assigning Physical Activity Patterns |
dgenpois |
The Generalized Poisson Distribution |
direct_numerical_maximization |
Estimation by Directly Maximizing the log-Likelihood |
forward_backward_algorithm |
Calculating Forward and Backward Probabilities and Likelihood |
HMMpa |
Analysing Accelerometer Data Using Hidden Markov Models |
HMM_based_method |
Hidden Markov Method for Predicting Physical Activity Patterns |
HMM_decoding |
Algorithm for Decoding Hidden Markov Models (local or global) |
HMM_simulation |
Generating Realizations of a Hidden Markov Model |
HMM_training |
Training of Hidden Markov Models |
initial_parameter_training |
Algorithm to Find Plausible Starting Values for Parameter Estimation |
local_decoding_algorithm |
Algorithm for Decoding Hidden Markov Models (local) |
pgenpois |
The Generalized Poisson Distribution |
rgenpois |
The Generalized Poisson Distribution |
Viterbi_algorithm |
Algorithm for Decoding Hidden Markov Models (global) |