Other packages > Find by keyword >

countHMM  

Penalized Estimation of Flexible Hidden Markov Models for Time Series of Counts
View on CRAN: Click here


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

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

Install by package version:
library("remotes")
install_version("countHMM", "0.1.0")



Attach the package and use:
library("countHMM")
Maintained by
Timo Adam
[Scholar Profile | Author Map]
All associated links for this package
First Published: 2019-04-24
Latest Update: 2019-04-24
Description:
Provides tools for penalized estimation of flexible hidden Markov models for time series of counts w/o the need to specify a (parametric) family of distributions. These include functions for model fitting, model checking, and state decoding. For details, see Adam, T., Langrock, R., and Wei
How to cite:
Timo Adam (2019). countHMM: Penalized Estimation of Flexible Hidden Markov Models for Time Series of Counts. R package version 0.1.0, https://cran.r-project.org/web/packages/countHMM. Accessed 22 Dec. 2024.
Previous versions and publish date:
No previous versions
Other packages that cited countHMM R package
View countHMM citation profile
Other R packages that countHMM depends, imports, suggests or enhances
Complete documentation for countHMM
Functions, R codes and Examples using the countHMM R package
Some associated functions: fitMod . nLogLike . plotMod . plotObs . plotRes . pn2pw . psRes . pw2pn . stateDec . 
Some associated R codes: fitMod.R . nLogLike.R . plotMod.R . plotObs.R . plotRes.R . pn2pw.R . psRes.R . pw2pn.R . stateDec.R .  Full countHMM 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

wordspace  
Distributional Semantic Models in R
An interactive laboratory for research on distributional semantic models ('DSM', see < ...
Download / Learn more Package Citations See dependency  
Rfast2  
A Collection of Efficient and Extremely Fast R Functions II
A collection of fast statistical and utility functions for data analysis. Functions for regression, ...
Download / Learn more Package Citations See dependency  
composits  
Compositional, Multivariate and Univariate Time Series Outlier Ensemble
A compositional multivariate and univariate time series outlier ensemble.It uses the four R packages ...
Download / Learn more Package Citations See dependency  
tropAlgebra  
Tropical Algebraic Functions
It includes functions like tropical addition, tropical multiplication for vectors and matrices. In t ...
Download / Learn more Package Citations See dependency  
LOGANTree  
Tree-Based Models for the Analysis of Log Files from Computer-Based Assessments
Enables researchers to model log-file data from computer-based assessments using machine-learning te ...
Download / Learn more Package Citations See dependency  
Maintainer: Qi Qin (view profile)
elect  
Estimation of Life Expectancies Using Multi-State Models
Functions to compute state-specific and marginal life expectancies. The computation is based on a fi ...
Download / Learn more Package Citations See dependency  

23,394

R Packages

201,798

Dependencies

63,416

Author Associations

23,395

Publication Badges

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