polywog: Bootstrapped Basis Regression with Oracle Model Selection

Routines for flexible functional form estimation via basis regression, with model selection via the adaptive LASSO or SCAD to prevent overfitting.

Author
Brenton Kenkel and Curtis S. Signorino
Date of publication
2014-04-24 07:43:11
Maintainer
Brenton Kenkel <brenton.kenkel@gmail.com>
License
GPL (>= 2)
Version
0.4-0
URLs

View on CRAN

Man pages

bootPolywog
Bootstrap a fitted polywog model
cv.polywog
Cross-validation of polynomial degree and penalization factor
margEff.polywog
Marginal effects for polywog models
model.frame.polywog
Model frame of a polywog model
model.matrix.polywog
Model matrix of a polywog model
plot.margEff.polywog
Plot marginal effects
plot.polywog
Univariate and bivariate fitted value plots
polywog
Polynomial regression with oracle variable selection
polywog-package
Bootstrapped basis regression with oracle model selection
predict.polywog
Predict method for polywog objects
predVals
Easy computation of fitted values
summary.margEff.polywog
Summarize marginal effects
summary.polywog
Summarize a fitted polywog model

Files in this package

polywog
polywog/inst
polywog/inst/examples
polywog/inst/examples/cv.polywog.r
polywog/inst/examples/predVals.r
polywog/inst/examples/plot.polywog.r
polywog/inst/examples/bootPolywog.r
polywog/inst/examples/margEff.polywog.r
polywog/inst/examples/polywog.r
polywog/src
polywog/src/polynomials.h
polywog/src/computeExpandMatrix.cpp
polywog/src/computePolyTerms.cpp
polywog/src/computeMargEff.cpp
polywog/src/sparse.h
polywog/src/sparse.cpp
polywog/src/polynomials.cpp
polywog/src/RcppExports.cpp
polywog/src/computePredict.cpp
polywog/src/logit.h
polywog/NAMESPACE
polywog/R
polywog/R/makeUnpenalized.r
polywog/R/cv.polywog.r
polywog/R/plot.preplot.polywog.r
polywog/R/predVals.r
polywog/R/model.matrix.polywog.r
polywog/R/summary.polywog.r
polywog/R/expandMatrix.r
polywog/R/model.frame.polywog.r
polywog/R/predict.polywog.r
polywog/R/print.polywog.r
polywog/R/penaltyWeightsBinary.r
polywog/R/plot.margEff.polywog.r
polywog/R/getXcols.r
polywog/R/removeIntercepts.r
polywog/R/vcov.polywog.r
polywog/R/makePolyTerms.r
polywog/R/extractVarNames.r
polywog/R/plot.polywog.r
polywog/R/getXvals.r
polywog/R/fitAdaptiveLASSO.r
polywog/R/RcppExports.R
polywog/R/fitSCAD.r
polywog/R/makeX.r
polywog/R/computePenaltyWeights.r
polywog/R/bootPolywog.r
polywog/R/margEff.polywog.r
polywog/R/computeLinearCoef.r
polywog/R/polywog.r
polywog/README.md
polywog/MD5
polywog/DESCRIPTION
polywog/man
polywog/man/polywog-package.Rd
polywog/man/cv.polywog.Rd
polywog/man/summary.polywog.Rd
polywog/man/model.frame.polywog.Rd
polywog/man/summary.margEff.polywog.Rd
polywog/man/predict.polywog.Rd
polywog/man/bootPolywog.Rd
polywog/man/polywog.Rd
polywog/man/margEff.polywog.Rd
polywog/man/plot.polywog.Rd
polywog/man/plot.margEff.polywog.Rd
polywog/man/model.matrix.polywog.Rd
polywog/man/predVals.Rd