Package: modelObj 4.2

modelObj: A Model Object Framework for Regression Analysis

A utility library to facilitate the generalization of statistical methods built on a regression framework. Package developers can use 'modelObj' methods to initiate a regression analysis without concern for the details of the regression model and the method to be used to obtain parameter estimates. The specifics of the regression step are left to the user to define when calling the function. The user of a function developed within the 'modelObj' framework creates as input a 'modelObj' that contains the model and the R methods to be used to obtain parameter estimates and to obtain predictions. In this way, a user can easily go from linear to non-linear models within the same package.

Authors:Shannon T. Holloway

modelObj_4.2.tar.gz
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modelObj_4.2.tgz(r-4.4-any)modelObj_4.2.tgz(r-4.3-any)
modelObj_4.2.tar.gz(r-4.5-noble)modelObj_4.2.tar.gz(r-4.4-noble)
modelObj_4.2.tgz(r-4.4-emscripten)modelObj_4.2.tgz(r-4.3-emscripten)
modelObj.pdf |modelObj.html
modelObj/json (API)

# Install 'modelObj' in R:
install.packages('modelObj', repos = c('https://sth1402.r-universe.dev', 'https://cloud.r-project.org'))

Peer review:

On CRAN:

This package does not link to any Github/Gitlab/R-forge repository. No issue tracker or development information is available.

17 exports 1.00 score 0 dependencies 3 dependents 22 scripts 458 downloads

Last updated 2 years agofrom:51d19b44de. Checks:OK: 7. Indexed: yes.

TargetResultDate
Doc / VignettesOKSep 09 2024
R-4.5-winOKSep 09 2024
R-4.5-linuxOKSep 09 2024
R-4.4-winOKSep 09 2024
R-4.4-macOKSep 09 2024
R-4.3-winOKSep 09 2024
R-4.3-macOKSep 09 2024

Exports:buildModelObjcoeffitfitObjectmodelplotpredictpredictorpredictorArgspredictorArgs<-printresidualsshowsolversolverArgssolverArgs<-summary

Dependencies:

Using modelObj

Rendered frommodelObj.Rnwusingutils::Sweaveon Sep 09 2024.

Last update: 2022-06-07
Started: 2015-06-10

Readme and manuals

Help Manual

Help pageTopics
Create an Object of Class modelObjbuildModelObj
Obtain parameter estimatesfit fit,modelObj,data.frame-method
Retrieve Regression ObjectfitObject fitObject,ANY-method fitObject,modelObjFit-method
Retrieve modelmodel model,ANY-method model,modelObj-method model,modelObjFit-method
Class 'modelObj'modelObj modelObjFormula-class modelObjXY-class
Class 'modelObjFit'coef,modelObjFit-method modelObjFit-class plot,modelObjFit-method print,modelObjFit-method residuals,modelObjFit-method show,modelObjFit-method summary,modelObjFit-method
Model Predictionspredict predict,modelObjFit-method
Retrieve Prediction Methodpredictor predictor,modelObj-method predictor,modelObjFit-method
Retrieve Predictor ArgumentspredictorArgs predictorArgs,modelObj-method predictorArgs,modelObjFit-method predictorArgs<- predictorArgs<-,ANY,ANY-method predictorArgs<-,modelObj,list-method
Retrieve Solver Methodsolver solver,ANY-method solver,modelObj-method solver,modelObjFit-method
Retrieve Solver ArgumentssolverArgs solverArgs,ANY-method solverArgs,modelObj-method solverArgs,modelObjFit-method solverArgs<- solverArgs<-,ANY,ANY-method solverArgs<-,modelObj,list-method