Other packages > Find by keyword >

htmcglm  

Hypothesis Testing for McGLMs
View on CRAN: Click here


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

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

Install by package version:
library("remotes")
install_version("htmcglm", "0.0.1")



Attach the package and use:
library("htmcglm")
Maintained by
Lineu Alberto Cavazani de Freitas
[Scholar Profile | Author Map]
All associated links for this package
First Published: 2022-07-21
Latest Update:
Description:
Performs hypothesis testing for multivariate covariance generalized linear models (McGLMs). McGLM is a general framework for non-normal multivariate data analysis, designed to handle multivariate response variables, along with a wide range of temporal and spatial correlation structures defined in terms of a covariance link function combined with a matrix linear predictor involving known matrices. The models take non-normality into account in the conventional way by means of a variance function, and the mean structure is modelled by means of a link function and a linear predictor. The models are fitted using an efficient Newton scoring algorithm based on quasi-likelihood and Pearson estimating functions, using only second-moment assumptions. This provides a unified approach to a wide variety of different types of response variables and covariance structures, including multivariate extensions of repeated measures, time series, longitudinal, spatial and spatio-temporal structures. The package offers a user-friendly interface for fitting McGLMs similar to the glm() R function.
How to cite:
Lineu Alberto Cavazani de Freitas (2022). htmcglm: Hypothesis Testing for McGLMs. R package version 0.0.1, https://cran.r-project.org/web/packages/htmcglm. Accessed 07 Mar. 2026.
Previous versions and publish date:
0.0.1 (2022-07-21 14:10)
Other packages that cited htmcglm R package
View htmcglm citation profile
Other R packages that htmcglm depends, imports, suggests or enhances
Downloads during the last 30 days

Today's Hot Picks in Authors and Packages

prepdat  
Preparing Experimental Data for Statistical Analysis
Prepares data for statistical analysis (e.g., analysis of variance ;ANOVA) by enabling the user to ...
Download / Learn more Package Citations See dependency  
didrooRFM  
Compute Recency Frequency Monetary Scores for your Customer Data
This hosts the findRFM function which generates RFM scores on a 1-5 point scale for customer transa ...
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  
RobPer  
Robust Periodogram and Periodicity Detection Methods
Calculates periodograms based on (robustly) fitting periodic functions to light curves (irregularly ...
Download / Learn more Package Citations See dependency  
momentfit  
Methods of Moments
Several classes for moment-based models are defined. The classes are defined for moment conditions d ...
Download / Learn more Package Citations See dependency  
factoextra  
Extract and Visualize the Results of Multivariate Data Analyses
Provides some easy-to-use functions to extract and visualize the output of multivariate data analys ...
Download / Learn more Package Citations See dependency  

26,270

R Packages

223,360

Dependencies

70,376

Author Associations

26,265

Publication Badges

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