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polywog

polywog is an R package by Brenton Kenkel and Curtis Signorino containing routines for flexible functional form estimation via basis regression with oracle-penalized model selection. You can install the most recent stable version of the package from CRAN by running

install.packages("polywog")

in an R console.

To request a feature or report a bug, please visit the package's project page on Github. The package's change log can also be viewed there.

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Version

Install

install.packages('polywog')

Monthly Downloads

283

Version

0.4-2

License

GPL (>= 2)

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Maintainer

Brenton Kenkel

Last Published

May 13th, 2025

Functions in polywog (0.4-2)

summary.margEff.polywog

Summarize marginal effects
predict.polywog

Predict method for polywog objects
polywog

Polynomial regression with oracle variable selection
polywog-package

Bootstrapped basis regression with oracle model selection
plot.margEff.polywog

Plot marginal effects
model.frame.polywog

Model frame of a polywog model
margEff.polywog

Marginal effects for polywog models
bootPolywog

Bootstrap a fitted polywog model
model.matrix.polywog

Model matrix of a polywog model
cv.polywog

Cross-validation of polynomial degree and penalization factor
plot.polywog

Univariate and bivariate fitted value plots
predVals

Easy computation of fitted values
summary.polywog

Summarize a fitted polywog model