Causal inference in the social sciences

GW Imbens - Annual Review of Statistics and Its Application, 2024 - annualreviews.org
Knowledge of causal effects is of great importance to decision makers in a wide variety of
settings. In many cases, however, these causal effects are not known to the decision makers …

The state of applied econometrics: Causality and policy evaluation

S Athey, GW Imbens - Journal of Economic perspectives, 2017 - aeaweb.org
In this paper, we discuss recent developments in econometrics that we view as important for
empirical researchers working on policy evaluation questions. We focus on three main …

Inequality in reading and math skills forms mainly before kindergarten: A replication, and partial correction, of “Are schools the great equalizer?”

PT Von Hippel, J Workman… - Sociology of …, 2018 - journals.sagepub.com
When do children become unequal in reading and math skills? Some research claims that
inequality grows mainly before school begins. Some research claims that schools cause …

Summer nudging: Can personalized text messages and peer mentor outreach increase college going among low-income high school graduates?

BL Castleman, LC Page - Journal of Economic Behavior & Organization, 2015 - Elsevier
Several recent low-cost interventions demonstrate that simplifying information about college
and financial aid and helping students access professional assistance can generate …

Regression discontinuity designs in economics

DS Lee, T Lemieux - Journal of economic literature, 2010 - aeaweb.org
This paper provides an introduction and “user guide” to Regression Discontinuity (RD)
designs for empirical researchers. It presents the basic theory behind the research design …

Regression discontinuity designs: A guide to practice

GW Imbens, T Lemieux - Journal of econometrics, 2008 - Elsevier
In regression discontinuity (RD) designs for evaluating causal effects of interventions,
assignment to a treatment is determined at least partly by the value of an observed covariate …

Why high-order polynomials should not be used in regression discontinuity designs

A Gelman, G Imbens - Journal of Business & Economic Statistics, 2019 - Taylor & Francis
It is common in regression discontinuity analysis to control for third, fourth, or higher-degree
polynomials of the forcing variable. There appears to be a perception that such methods are …

The effects of summer reading on low-income children's literacy achievement from kindergarten to grade 8: A meta-analysis of classroom and home interventions

JS Kim, DM Quinn - Review of Educational Research, 2013 - journals.sagepub.com
This meta-analysis reviewed research on summer reading interventions conducted in the
United States and Canada from 1998 to 2011. The synthesis included 41 classroom-and …

Better LATE than nothing: Some comments on Deaton (2009) and Heckman and Urzua (2009)

GW Imbens - Journal of Economic literature, 2010 - aeaweb.org
Abstract Two recent papers, Deaton (2009) and Heckman and Urzua (2009), argue against
what they see as an excessive and inappropriate use of experimental and quasi …

[PDF][PDF] Introducción a la Econometría

JH Stock, MW Watson, RS Larrión - 2012 - academia.edu
Cualquier forma de reproducción, distribución, comunicación pública o trasformación de
esta obra solo puede ser utilizada con la autorización de sus titulares, salvo excepción …