HMMpa: Analysing accelerometer data using hidden Markov models

Analysing time-series accelerometer data to quantify length and intensity of physical activity.

Author
Vitali Witowski, Dr. Ronja Foraita
Date of publication
2014-02-25 14:32:09
Maintainer
Ronja Foraita <foraita@bips.uni-bremen.de>
License
GPL (>= 2)
Version
1.0

View on CRAN

Man pages

AIC_HMM
AIC and BIC Value for a Discrete Time Hidden Markov Model
Baum_Welch_algorithm
Estimation Using the Baum-Welch Algorithm
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
HMM_based_method
Hidden Markov Method for Predicting Physical Activity...
HMM_decoding
Algorithm for Decoding Hidden Markov Models (local or global)
HMMpa-package
Analysing Accelerometer Data Using Hidden Markov Models
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...
local_decoding_algorithm
Algorithm for Decoding Hidden Markov Models (local)
Viterbi_algorithm
Algorithm for Decoding Hidden Markov Models (global)

Files in this package

HMMpa
HMMpa/NAMESPACE
HMMpa/R
HMMpa/R/HMM_simulation.R
HMMpa/R/AIC_HMM.R
HMMpa/R/cut_off_point_method.R
HMMpa/R/HMM_training.R
HMMpa/R/direct_numerical_maximization.R
HMMpa/R/HMM_based_method.R
HMMpa/R/Viterbi_algorithm.R
HMMpa/R/BIC_HMM.R
HMMpa/R/pgenpois.R
HMMpa/R/Baum_Welch_algorithm.R
HMMpa/R/rgenpois.R
HMMpa/R/HMM_decoding.R
HMMpa/R/dgenpois.R
HMMpa/R/initial_parameter_training.R
HMMpa/R/forward_backward_algorithm.R
HMMpa/R/local_decoding_algorithm.R
HMMpa/MD5
HMMpa/DESCRIPTION
HMMpa/man
HMMpa/man/HMM_simulation.Rd
HMMpa/man/cut_off_point_method.Rd
HMMpa/man/AIC_HMM.Rd
HMMpa/man/HMM_decoding.Rd
HMMpa/man/HMMpa-package.Rd
HMMpa/man/HMM_based_method.Rd
HMMpa/man/HMM_training.Rd
HMMpa/man/dgenpois.Rd
HMMpa/man/direct_numerical_maximization.Rd
HMMpa/man/Viterbi_algorithm.Rd
HMMpa/man/forward_backward_algorithm.Rd
HMMpa/man/initial_parameter_training.Rd
HMMpa/man/local_decoding_algorithm.Rd
HMMpa/man/Baum_Welch_algorithm.Rd