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

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

Author
Romin Pajouheshnia [aut, cre], Wiebe Pestman [aut], Rolf Groenwold [aut]
Date of publication
2015-11-24 19:05:16
Maintainer
Romin Pajouheshnia <R.Pajouheshnia@umcutrecht.nl>
License
GPL-2
Version
1.0.0

View on CRAN

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

Files in this package

apricom
apricom/NAMESPACE
apricom/R
apricom/R/loglikelihood.R
apricom/R/ols.shrink.R
apricom/R/ols.rgr.R
apricom/R/kcrossval.R
apricom/R/randboot.R
apricom/R/randnor.R
apricom/R/ml.rgr.R
apricom/R/datashape.R
apricom/R/loocval.R
apricom/R/grandpart.R
apricom/R/shrink.heur.R
apricom/R/compdist.R
apricom/R/randunif.R
apricom/R/bootval.R
apricom/R/ml.shrink.R
apricom/R/strategy.R
apricom/R/splitval.R
apricom/R/compare.R
apricom/R/randpart.R
apricom/R/sse.R
apricom/MD5
apricom/DESCRIPTION
apricom/man
apricom/man/ols.rgr.Rd
apricom/man/ml.shrink.Rd
apricom/man/randboot.Rd
apricom/man/compdist.Rd
apricom/man/grandpart.Rd
apricom/man/loocval.Rd
apricom/man/loglikelihood.Rd
apricom/man/splitval.Rd
apricom/man/ml.rgr.Rd
apricom/man/ols.shrink.Rd
apricom/man/randunif.Rd
apricom/man/strategy.Rd
apricom/man/randpart.Rd
apricom/man/sse.Rd
apricom/man/compare.Rd
apricom/man/datashape.Rd
apricom/man/shrink.heur.Rd
apricom/man/kcrossval.Rd
apricom/man/bootval.Rd
apricom/man/randnor.Rd