Other packages > Find by keyword >

RcppHMM  

Rcpp Hidden Markov Model
View on CRAN: Click here


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

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

Install by package version:
library("remotes")
install_version("RcppHMM", "1.2.2")



Attach the package and use:
library("RcppHMM")
Maintained by
Roberto A. Cardenas-Ovando
[Scholar Profile | Author Map]
First Published: 2017-02-08
Latest Update: 2017-11-21
Description:
Collection of functions to evaluate sequences, decode hidden states and estimate parameters from a single or multiple sequences of a discrete time Hidden Markov Model. The observed values can be modeled by a multinomial distribution for categorical/labeled emissions, a mixture of Gaussians for continuous data and also a mixture of Poissons for discrete values. It includes functions for random initialization, simulation, backward or forward sequence evaluation, Viterbi or forward-backward decoding and parameter estimation using an Expectation-Maximization approach.
How to cite:
Roberto A. Cardenas-Ovando (2017). RcppHMM: Rcpp Hidden Markov Model. R package version 1.2.2, https://cran.r-project.org/web/packages/RcppHMM. Accessed 03 May. 2025.
Previous versions and publish date:
1.0.1 (2017-02-08 01:21), 1.2 (2017-08-30 00:12)
Other packages that cited RcppHMM R package
View RcppHMM citation profile
Other R packages that RcppHMM depends, imports, suggests or enhances
Complete documentation for RcppHMM
Functions, R codes and Examples using the RcppHMM R package
Some associated functions: Changes . RcppHMM-package . evaluation . forwardBackward . generateObservations . initGHMM . initHMM . initPHMM . learnEM . loglikelihood . setNames . setParameters . verifyModel . viterbi . 
Some associated R codes: RcppExports.R .  Full RcppHMM package functions and examples
Downloads during the last 30 days
04/0304/0404/0504/0604/0704/0804/0904/1004/1104/1204/1304/1404/1504/1604/1704/1804/1904/2004/2104/2204/2304/2404/2504/2604/2704/2804/2904/3005/01Downloads for RcppHMM02468101214161820222426TrendBars

Today's Hot Picks in Authors and Packages

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  
ncvreg  
Regularization Paths for SCAD and MCP Penalized Regression Models
Fits regularization paths for linear regression, GLM, and Cox regression models using lasso or nonc ...
Download / Learn more Package Citations See dependency  
noisyCE2  
Cross-Entropy Optimisation of Noisy Functions
Cross-Entropy optimisation of unconstrained deterministic and noisy functions illustrated in Rubins ...
Download / Learn more Package Citations See dependency  
hdme  
High-Dimensional Regression with Measurement Error
Penalized regression for generalized linear models for measurement error problems (aka. errors-in-v ...
Download / Learn more Package Citations See dependency  
sift  
Intelligently Peruse Data
Facilitate extraction of key information from common datasets. ...
Download / Learn more Package Citations See dependency  
cleanNLP  
A Tidy Data Model for Natural Language Processing
Provides a set of fast tools for converting a textual corpus into a set of normalized tables. Users ...
Download / Learn more Package Citations See dependency  

24,187

R Packages

207,311

Dependencies

65,312

Author Associations

24,143

Publication Badges

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