apricom: Tools for the a Priori Comparison of Regression Modelling Strategies
Version 1.0.0

Tools to compare several model adjustment and validation methods prior to application in a final analysis.

AuthorRomin Pajouheshnia [aut, cre], Wiebe Pestman [aut], Rolf Groenwold [aut]
Date of publication2015-11-24 19:05:16
MaintainerRomin Pajouheshnia <R.Pajouheshnia@umcutrecht.nl>
LicenseGPL-2
Version1.0.0
Package repositoryView on CRAN
InstallationInstall the latest version of this package by entering the following in R:
install.packages("apricom")

Popular man pages

bootval: Bootstrap-derived Shrinkage After Estimation
loglikelihood: Negative 2 log likelihood
loocval: Leave-one-out Cross-validation-derived Shrinkage
ml.shrink: Estimation of a Shrinkage Factor for Logistic Regression
ols.rgr: Linear Regression using Ordinary Least Squares
shrink.heur: Shrinkage After Estimation Using Heuristic Formulae
sse: Sum of Square Errors
See all...

All man pages Function index File listing

Man pages

bootval: Bootstrap-derived Shrinkage After Estimation
compare: A Comparison of Regression Modelling Strategies
compdist: Comparison Distribution Descriptives
datashape: Data shaping tools
grandpart: Accessory Function for Cross-validation
kcrossval: Cross-validation-derived Shrinkage After Estimation
loglikelihood: Negative 2 log likelihood
loocval: Leave-one-out Cross-validation-derived Shrinkage
ml.rgr: Logistic Regression with Maximum Likelihood Estimation
ml.shrink: Estimation of a Shrinkage Factor for Logistic Regression
ols.rgr: Linear Regression using Ordinary Least Squares
ols.shrink: Estimation of a Shrinkage Factor for Linear Regression
randboot: Bootstrap Resampling
randnor: Multivariable Random Normal data
randpart: Accessory Function for Sample Splitting
randunif: Multivariable Random Uniform data
shrink.heur: Shrinkage After Estimation Using Heuristic Formulae
splitval: Split-sample-derived Shrinkage After Estimation
sse: Sum of Square Errors
strategy: An Accessory Function for Strategy Selection

Functions

bootval Man page Source code
compare Man page Source code
compdist Man page Source code
datashape Man page Source code
grandpart Man page Source code
kcrossval Man page Source code
loglikelihood Man page Source code
loocval Man page Source code
ml.rgr Man page Source code
ml.shrink Man page Source code
ols.rgr Man page Source code
ols.shrink Man page Source code
randboot Man page Source code
randnor Man page Source code
randpart Man page Source code
randunif Man page Source code
shrink.heur Man page Source code
splitval Man page Source code
sse Man page Source code
strategy Man page Source code

Files

NAMESPACE
R
R/loglikelihood.R
R/ols.shrink.R
R/ols.rgr.R
R/kcrossval.R
R/randboot.R
R/randnor.R
R/ml.rgr.R
R/datashape.R
R/loocval.R
R/grandpart.R
R/shrink.heur.R
R/compdist.R
R/randunif.R
R/bootval.R
R/ml.shrink.R
R/strategy.R
R/splitval.R
R/compare.R
R/randpart.R
R/sse.R
MD5
DESCRIPTION
man
man/ols.rgr.Rd
man/ml.shrink.Rd
man/randboot.Rd
man/compdist.Rd
man/grandpart.Rd
man/loocval.Rd
man/loglikelihood.Rd
man/splitval.Rd
man/ml.rgr.Rd
man/ols.shrink.Rd
man/randunif.Rd
man/strategy.Rd
man/randpart.Rd
man/sse.Rd
man/compare.Rd
man/datashape.Rd
man/shrink.heur.Rd
man/kcrossval.Rd
man/bootval.Rd
man/randnor.Rd
apricom documentation built on May 19, 2017, 6:10 p.m.

Questions? Problems? Suggestions? Tweet to @rdrrHQ or email at ian@mutexlabs.com.

Please suggest features or report bugs in the GitHub issue tracker.

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