modelObj: A Model Object Framework for Regression Analysis

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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.

Author
Shannon T. Holloway
Date of publication
2015-06-10 19:18:39
Maintainer
Shannon T. Holloway <sthollow@ncsu.edu>
License
GPL-2
Version
1.0

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Man pages

methods-coef
Extract Model Coefficients
methods-fit
Execute Regression Step
methods-fitObject
Retrieve Regression Object
methods-model
Retrieve Formula Object
methods-plot
Plotting
methods-predict
Model Prediction.
methods-predictor
Retrieve Prediction Method
methods-predictorArgs
Retrieve Arguments Specified for the Prediction Method
methods-predictorArgs_-
Reset Arguments for Prediction Method
methods-residuals
Extract Model Residuals.
methods-solver
Retrieve Regression Method.
methods-solverArgs
Retrieve Arguments for Regression Method.
methods-solverArgs_-
Reset Arguments for Regression Method
modelObj
Create an Object of Class modelObj
modelObj-class
Class '"modelObj"'
modelObjFit-class
Class '"modelObjFit"'
modelObj-package
A Model Object Framework for Regression Analysis

Files in this package

modelObj
modelObj/inst
modelObj/inst/doc
modelObj/inst/doc/modelObj.pdf
modelObj/inst/doc/modelObj.Rnw
modelObj/inst/doc/modelObj.R
modelObj/NAMESPACE
modelObj/R
modelObj/R/methods-plot.R
modelObj/R/methods-residuals.R
modelObj/R/methods-fit.R
modelObj/R/methods-summary.R
modelObj/R/methods-predict.R
modelObj/R/methods-show.R
modelObj/R/methods-coef.R
modelObj/R/All_Classes.R
modelObj/R/methods-print.R
modelObj/R/modelObj.R
modelObj/R/warnMsg.R
modelObj/vignettes
modelObj/vignettes/modelObj.Rnw
modelObj/MD5
modelObj/build
modelObj/build/vignette.rds
modelObj/DESCRIPTION
modelObj/man
modelObj/man/methods-fitObject.Rd
modelObj/man/methods-solver.Rd
modelObj/man/methods-predictorArgs_-.Rd
modelObj/man/modelObj-package.Rd
modelObj/man/methods-predictor.Rd
modelObj/man/methods-coef.Rd
modelObj/man/modelObj.Rd
modelObj/man/methods-model.Rd
modelObj/man/methods-plot.Rd
modelObj/man/methods-predict.Rd
modelObj/man/methods-solverArgs.Rd
modelObj/man/methods-fit.Rd
modelObj/man/methods-solverArgs_-.Rd
modelObj/man/modelObjFit-class.Rd
modelObj/man/methods-residuals.Rd
modelObj/man/methods-predictorArgs.Rd
modelObj/man/modelObj-class.Rd