summary.polywog: Summarize a fitted polywog model

In polywog: Bootstrapped Basis Regression with Oracle Model Selection

Description

Generates a "regression table" to summarize the fitted model, including coefficients along with their bootstrapped standard errors and confidence intervals. If the fitted model does not have a boot.matrix element, the output will contain NAs for the standard errors, and confidence intervals will not be displayed.

Usage

## S3 method for class 'polywog'
summary(object, level = 0.95, prop0 = FALSE, ...)

Arguments

object	a fitted model of class "polywog", typically the output of polywog.
level	width of the bootstrap confidence interval to compute for the model coefficients.
prop0	logical: whether to print the proportion of bootstrap iterations in which each coefficient was estimated as exactly 0. This may be informative but should not be interpreted as a p-value.
...	other arguments, currently ignored.

Value

An object of class "summary.polywog" whose elements are the "regression table" (coefficients) and additional information from the original fitted model.

Author(s)

Brenton Kenkel and Curtis S. Signorino

polywog documentation built on May 1, 2019, 9:15 p.m.