Other packages > Find by keyword >

PHSMM  

Penalised Maximum Likelihood Estimation for Hidden Semi-Markov Models
View on CRAN: Click here


Download and install PHSMM package within the R console
Install from CRAN:
install.packages("PHSMM")

Install from Github:
library("remotes")
install_github("cran/PHSMM")

Install by package version:
library("remotes")
install_version("PHSMM", "1.0")



Attach the package and use:
library("PHSMM")
Maintained by
Jennifer Pohle
[Scholar Profile | Author Map]
All associated links for this package
First Published: 2021-02-09
Latest Update: 2021-02-09
Description:
Provides tools for penalised maximum likelihood estimation of hidden semi-Markov models (HSMMs) with flexible state dwell-time distributions. These include functions for model fitting, model checking and state-decoding. The package considers HSMMs for univariate time series with state-dependent gamma, normal, Poisson or Bernoulli distributions. For details, see Pohle, J., Adam, T. and Beumer, L.T. (2021): Flexible estimation of the state dwell-time distribution in hidden semi-Markov models. .
How to cite:
Jennifer Pohle (2021). PHSMM: Penalised Maximum Likelihood Estimation for Hidden Semi-Markov Models. R package version 1.0, https://cran.r-project.org/web/packages/PHSMM. Accessed 21 Nov. 2024.
Previous versions and publish date:
No previous versions
Other packages that cited PHSMM R package
View PHSMM citation profile
Other R packages that PHSMM depends, imports, suggests or enhances
Complete documentation for PHSMM
Functions, R codes and Examples using the PHSMM R package
Some associated functions: bern . decodeHSMM . muskox . n2wHSMM . nll_Rcpp . npllHSMM . plotDw . pmleHSMM . pseudoResHSMM . tpmHMM . w2nHSMM . 
Some associated R codes: RcppExports.R . dbern.R . decodeHSMM.R . n2wHSMM.R . npllHSMM.R . pbern.R . plotDw.R . pmleHSMM.R . pseudoResHSMM.R . tpmHMM.R . w2nHSMM.R .  Full PHSMM package functions and examples
Downloads during the last 30 days
Get rewarded with contribution points by helping add
Reviews / comments / questions /suggestions ↴↴↴

Today's Hot Picks in Authors and Packages

kgschart  
KGS Rank Graph Parser
Restore underlining numeric data from rating history graph of KGS (an online platform of the game o ...
Download / Learn more Package Citations See dependency  
SCBiclust  
Identifies Mean, Variance, and Hierarchically Clustered Biclusters
Identifies a bicluster, a submatrix of the data such that the features and observations within the s ...
Download / Learn more Package Citations See dependency  
r2resize  
In-Text Resize for Images, Tables and Fancy Resize Containers in 'shiny', 'rmarkdown' and 'quarto' Documents
Automatic resizing toolbar for containers, images and tables. Various resizable or expandable contai ...
Download / Learn more Package Citations See dependency  
crossrun  
Joint Distribution of Number of Crossings and Longest Run
Joint distribution of number of crossings and the longest run in a series of independent Bernoulli ...
Download / Learn more Package Citations See dependency  
deductive  
Data Correction and Imputation Using Deductive Methods
Attempt to repair inconsistencies and missing values in data records by using information from vali ...
Download / Learn more Package Citations See dependency  
RcppHNSW  
'Rcpp' Bindings for 'hnswlib', a Library for Approximate Nearest Neighbors
'Hnswlib' is a C++ library for Approximate Nearest Neighbors. This package provides a minimal R int ...
Download / Learn more Package Citations See dependency  

23,229

R Packages

199,929

Dependencies

62,984

Author Associations

23,230

Publication Badges

© Copyright 2022 - present. All right reserved, rpkg.net.  Based in Cambridge, Massachusetts, USA