Other packages > Find by keyword >

VGAMextra  

Additions and Extensions of the 'VGAM' Package
View on CRAN: Click here


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

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

Install by package version:
library("remotes")
install_version("VGAMextra", "0.0-6")



Attach the package and use:
library("VGAMextra")
Maintained by
Victor Miranda
[Scholar Profile | Author Map]
All associated links for this package
First Published: 2018-06-27
Latest Update: 2021-05-24
Description:
Extending the functionalities of the 'VGAM' package with additional functions and datasets. At present, 'VGAMextra' comprises new family functions (ffs) to estimate several time series models by maximum likelihood using Fisher scoring, unlike popular packages in CRAN relying on optim(), including ARMA-GARCH-like models, the Order-(p, d, q) ARIMAX model (non- seasonal), the Order-(p) VAR model, error correction models for cointegrated time series, and ARMA-structures with Student-t errors. For independent data, new ffs to estimate the inverse- Weibull, the inverse-gamma, the generalized beta of the second kind and the general multivariate normal distributions are available. In addition, 'VGAMextra' incorporates new VGLM-links for the mean-function, and the quantile-function (as an alternative to ordinary quantile modelling) of several 1-parameter distributions, that are compatible with the class of VGLM/VGAM family functions. Currently, only fixed-effects models are implemented. All functions are subject to change; see the NEWS for further details on the latest changes.
How to cite:
Victor Miranda (2018). VGAMextra: Additions and Extensions of the 'VGAM' Package. R package version 0.0-6, https://cran.r-project.org/web/packages/VGAMextra. Accessed 02 Feb. 2025.
Previous versions and publish date:
0.0-1 (2018-06-27 17:30), 0.0-2 (2020-04-28 23:30), 0.0-3 (2021-03-06 00:00), 0.0-4 (2021-03-14 16:50), 0.0-5 (2021-05-24 06:10)
Other packages that cited VGAMextra R package
View VGAMextra citation profile
Other R packages that VGAMextra depends, imports, suggests or enhances
Complete documentation for VGAMextra
Functions, R codes and Examples using the VGAMextra R package
Some associated functions: ARIMAX.errors.ff . ARIMAXff . ARMA.studentt.ff . ARXff . ECM.EngleGran . HKdata . KPSS.test . MAXff . MVNcov . Q.reg . UtilitiesVGAMextra . VARff . VGAMextra-package . WN.InitARMA . ap.mx . benini1Qlink . borel.tannerMeanlink . break.VGAMextra . checkTS.VGAMextra . cm.ARMA . dMVNcov . expMeanlink . expQlink . gamma1Qlink . gammaRMeanlink . gammaRff . gen.betaIImr . genbetaIIUC . geometricffMeanlink . inv.chisqMeanlink . inv.chisqff . invchisquaredUC . invgamma2mr . invgammaUC . invweibull2mr . invweibullUC . logffMeanlink . maxwellQlink . newtonRaphson.basic . normal1sd . normal1sdQlink . notDocumentedYetVGAMextra . pospoissonMeanlink . rayleighMeanlink . rayleighQlink . summaryS4VGAMextra . toppleMeanlink . toppleQlink . trinormalCovff . undocumented-methodsVGAMextra . uninormalQlink . uninormalff . vgltsm.vgltsmff-class . weibullMlink . weibullQlink . weibullRff . yulesimonMeanlink . zetaffMeanlink . 
Some associated R codes: 1ParamMeanlinksCont.R . 1ParamMeanlinksDiscrete.R . 2ParamMeanlinks.R . AR.studentt.ff.R . ARIMAX.errors.ff.R . ARMA.studentt.ff.R . ECMEngleGran.R . InfoAttach.R . Is.Numeric.R . KPSS.test.R . MVNcov.R . PIT.plots.R . Q.reg.R . TSfamilyARIMAX.R . TSfamilyARMAX.R . TSfamilyARXff.ARMA.GARCH.R . TSfamilyLog.R . TSfamilyMAX.R . TSfamilyNegBin.R . TSfamilyPoisson.R . TSfamilyVGLM.INGARCH.R . TSfamilyYulesimon.R . VARff.R . WN.InitARMA.R . break.VGAMextra.R . checkTS.VGAMextra.R . checkTS.ffs.R . cm.ARMA.R . contsDistQlinks.R . cross.gammas.R . dpqr.genbetaII.R . dpqr.invchisq.R . dpqr.invgamma.R . dpqr.invweibull.R . expQlink.R . extract.Residuals.R . extractXLM.R . familyAR1TS.R . gamma1Qlink.R . gammaRff.R . gen.betaIImr.R . inv.chisqff.R . invgamma2mr.R . invweibull2mr.R . isNAinspectVGx.R . maxwellQlink.R . newtonRaphson.basic.R . normal1MeanQlink.R . normal1Meanff.R . normal1sdQlink.R . normal1sdff.R . rAR.GARCH.R . summaryS4VGAMextra.R . trinormalCovff.R . uninormalQlink.R . uninormalff.R . weibullQlink.R . weibullRff.R .  Full VGAMextra 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

cleandata  
To Inspect and Manipulate Data; and to Keep Track of This Process
Functions to work with data frames to prepare data for further analysis. The functions for imputati ...
Download / Learn more Package Citations See dependency  
CPNCoverageAnalysis  
Conceptual Properties Norming Studies as Parameter Estimation
Implementation of conceptual properties norming studies, including estimates of CPNs parameters with ...
Download / Learn more Package Citations See dependency  
cptcity  
'cpt-city' Colour Gradients
Incorporates colour gradients from the 'cpt-city' web archive available at ...
Download / Learn more Package Citations See dependency  
bndovb  
Bounding Omitted Variable Bias Using Auxiliary Data
Functions to implement a Hwang(2021) estimator, which bounds an omitted v ...
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  
mbmixture  
Microbiome Mixture Analysis
Evaluate whether a microbiome sample is a mixture of two samples, by fitting a model for the number ...
Download / Learn more Package Citations See dependency  

23,580

R Packages

204,057

Dependencies

63,980

Author Associations

23,581

Publication Badges

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