drs.inner

data

<p>which link function to use, it can be anything accepted
by glm (for example, logit, probit, or cloglog), the default is "logit"</p>

link

<p>internal function that does the heavy lifting
 on estimating distribution regressions</p>

internal

Estimates conditional distributions and conditional quantiles.  The versions of the methods in this package are primarily for use in multiple step procedures where the first step is to estimate a conditional distribution.  In particular, there are functions for implementing distribution regression, quantile regression, and versions of local linear distribution regression; all in a unified framework.  Distribution regression provides a way to flexibly model the distribution of some outcome Y conditional on covariates X without imposing parametric assumptions on the conditional distribution but providing more structure than fully nonparametric estimation (See Foresi and Peracchi (1995) <doi:10.2307/2291056> and Chernozhukov, Fernandez-Val, and Melly (2013) <doi:10.3982/ECTA10582>).

drs.inner: drs.inner

Description

Usage

Arguments

Value