alo_star_men

A dataset containing the data to replicate:
Lin, Winston. 2013. "Agnostic notes on regression adjustments to experimental
data: Reexamining Freedman's critique." The Annals of Applied Statistics.
Stat. 7(1): 295-318. doi:10.1214/12-AOAS583.
https://projecteuclid.org/euclid.aoas/1365527200.

datasets

Fast procedures for small set of commonly-used, design-appropriate estimators with robust standard errors and confidence intervals. Includes estimators for linear regression, instrumental variables regression, difference-in-means, Horvitz-Thompson estimation, and regression improving precision of experimental estimates by interacting treatment with centered pre-treatment covariates introduced by Lin (2013) <doi:10.1214/12-AOAS583>.

Graeme Blair

estimatr

Fast Estimators for Design-Based Inference

Jasper Cooper

Alexander Coppock

Macartan Humphreys

Luke Sonnet

Neal Fultz

Lily Medina

Russell Lenth

alo_star_men function

A data frame with educational treatments and outcomes:<dl class="dl-horizontal">
 <dt>gpa0</dt><dd>high school GPA</dd>
 <dt>sfsp</dt><dd>financial incentives and support treatment</dd>
 <dt>ssp</dt><dd>support only treatment</dd>
 <dt>GPA_year1</dt><dd>college GPA year 1</dd>
 <dt>GPA_year2</dt><dd>college GPA year 2</dd>
</dl>

Format

Replication data for Lin 2013 — alo_star_men

A data frame with educational treatments and outcomes:<dl class='dl-horizontal'>
 <dt>gpa0</dt><dd>high school GPA</dd>
 <dt>sfsp</dt><dd>financial incentives and support treatment</dd>
 <dt>ssp</dt><dd>support only treatment</dd>
 <dt>GPA_year1</dt><dd>college GPA year 1</dd>
 <dt>GPA_year2</dt><dd>college GPA year 2</dd>
</dl>

Replication data for Lin 2013

alo_star_men: Replication data for Lin 2013

Description

Usage

Arguments

Format

Details