Other packages > Find by keyword >

GenHMM1d  

Goodness-of-Fit for Zero-Inflated Univariate Hidden Markov Models
View on CRAN: Click here


Download and install GenHMM1d package within the R console
Install from CRAN:
install.packages("GenHMM1d")

Install from Github:
library("remotes")
install_github("cran/GenHMM1d")

Install by package version:
library("remotes")
install_version("GenHMM1d", "0.2.1")



Attach the package and use:
library("GenHMM1d")
Maintained by
Bouchra R. Nasri
[Scholar Profile | Author Map]
First Published: 2021-01-21
Latest Update: 2025-03-13
Description:
Inference, goodness-of-fit tests, and predictions for continuous and discrete univariateHidden Markov Models (HMM), including zero-inflated distributions. The goodness-of-fit test is based on a Cramer-von Mises statistic and uses parametric bootstrap to estimate the p-value. The description of the methodology is taken from Nasri et al (2020) <doi:10.1029/2019WR025122>.
How to cite:
Bouchra R. Nasri (2021). GenHMM1d: Goodness-of-Fit for Zero-Inflated Univariate Hidden Markov Models. R package version 0.2.1, https://cran.r-project.org/web/packages/GenHMM1d. Accessed 01 May. 2025.
Previous versions and publish date:
0.1.0 (2021-01-21 09:20)
Other packages that cited GenHMM1d R package
View GenHMM1d citation profile
Other R packages that GenHMM1d depends, imports, suggests or enhances
Complete documentation for GenHMM1d
Functions, R codes and Examples using the GenHMM1d R package
Full GenHMM1d package functions and examples
Downloads during the last 30 days
04/0104/0204/0304/0404/0504/0604/0704/0804/0904/1004/1104/1204/1304/1404/1504/1604/1704/1804/1904/2004/2104/2204/2304/2404/2504/2604/2704/2804/29Downloads for GenHMM1d246810121416TrendBars

Today's Hot Picks in Authors and Packages

fbar  
An Extensible Approach to Flux Balance Analysis
A toolkit for Flux Balance Analysis and related metabolic modeling techniques. Functions are provid ...
Download / Learn more Package Citations See dependency  
pander  
An R 'Pandoc' Writer
Contains some functions catching all messages, 'stdout' and other useful information while evaluati ...
Download / Learn more Package Citations See dependency  
nextGenShinyApps  
Craft Exceptional 'R Shiny' Applications and Dashboards with Novel Responsive Tools
Nove responsive tools for designing and developing 'Shiny' dashboards and applications. The scripts ...
Download / Learn more Package Citations See dependency  
representr  
Create Representative Records After Entity Resolution
An implementation of Kaplan, Betancourt, Steorts (2022) that cre ...
Download / Learn more Package Citations See dependency  
dsm  
Density Surface Modelling of Distance Sampling Data
Density surface modelling of line transect data. A Generalized Additive Model-based approach is use ...
Download / Learn more Package Citations See dependency  
dCUR  
Dimension Reduction with Dynamic CUR
Dynamic CUR (dCUR) boosts the CUR decomposition (Mahoney MW., Drineas P. (2009) ...
Download / Learn more Package Citations See dependency  

24,142

R Packages

207,311

Dependencies

65,176

Author Associations

24,143

Publication Badges

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