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 |

**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)

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
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