HMMpa: Analysing accelerometer data using hidden Markov models
Version 1.0

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

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AuthorVitali Witowski, Dr. Ronja Foraita
Date of publication2014-02-25 14:32:09
MaintainerRonja Foraita <foraita@bips.uni-bremen.de>
LicenseGPL (>= 2)
Version1.0
Package repositoryView on CRAN
InstallationInstall the latest version of this package by entering the following in R:
install.packages("HMMpa")

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)

Functions

AIC_HMM Man page Source code
BIC_HMM Man page Source code
Baum_Welch_algorithm Man page Source code
HMM_based_method Man page Source code
HMM_decoding Man page Source code
HMM_simulation Man page Source code
HMM_training Man page Source code
HMMpa Man page
HMMpa-package Man page
Viterbi_algorithm Man page Source code
cut_off_point_method Man page Source code
dgenpois Man page Source code
direct_numerical_maximization Man page Source code
forward_backward_algorithm Man page Source code
initial_parameter_training Man page Source code
local_decoding_algorithm Man page Source code
pgenpois Man page Source code
rgenpois Man page Source code

Files

NAMESPACE
R
R/HMM_simulation.R
R/AIC_HMM.R
R/cut_off_point_method.R
R/HMM_training.R
R/direct_numerical_maximization.R
R/HMM_based_method.R
R/Viterbi_algorithm.R
R/BIC_HMM.R
R/pgenpois.R
R/Baum_Welch_algorithm.R
R/rgenpois.R
R/HMM_decoding.R
R/dgenpois.R
R/initial_parameter_training.R
R/forward_backward_algorithm.R
R/local_decoding_algorithm.R
MD5
DESCRIPTION
man
man/HMM_simulation.Rd
man/cut_off_point_method.Rd
man/AIC_HMM.Rd
man/HMM_decoding.Rd
man/HMMpa-package.Rd
man/HMM_based_method.Rd
man/HMM_training.Rd
man/dgenpois.Rd
man/direct_numerical_maximization.Rd
man/Viterbi_algorithm.Rd
man/forward_backward_algorithm.Rd
man/initial_parameter_training.Rd
man/local_decoding_algorithm.Rd
man/Baum_Welch_algorithm.Rd
HMMpa documentation built on May 29, 2017, 10:11 a.m.