.get_psi_distribution_nested_cv {nlpred}

Compute the conditional (given Y = y) CV-estimated distribution of psi

Description

Compute the conditional (given Y = y) CV-estimated distribution of psi

Usage

.get_psi_distribution_nested_cv(x, y, prediction_list, folds, epsilon = 0)

Arguments

x

The outer validation fold withheld

y

What value of Y to compute dist. est.

prediction_list

List output from .get_predictions.

folds

Cross validation fold indicator.

epsilon

A vector of estimated coefficients form tmle fluctuation submodels.

Value

A data.frame with the distribution of psi given Y = y with names psix (what value estimates are evaluated at), dFn (density estimates), Fn (cdf estimates)