4.5 Article

Generalizing the Results from Social Experiments: Theory and Evidence from India

相关参考文献

注意:仅列出部分参考文献,下载原文获取全部文献信息。
Article Economics

Inference for Large-Scale Linear Systems With Known Coefficients

Zheng Fang et al.

Summary: This paper addresses the problem of testing the existence of a non-negative solution to an under-determined system of linear equations with known coefficients. The authors provide a novel geometric characterization of the null hypothesis and propose a computationally feasible test that requires solving linear programs. The asymptotic size of the test is shown to be at most equal to the nominal level.

ECONOMETRICA (2023)

Article Economics

Generalizing the Results from Social Experiments: Theory and Evidence from India

Michael Gechter

Summary: In this article, the author examines the informative value of treatment effects estimated in one context for another context. By using experimental evidence from a different context, the author derives bounds on the average treatment effect in the context of interest. Empirical analysis using data from remedial education experiments in India demonstrates that these bounds can recover average treatment effects in one location using results from the other, while the benchmark method fails to do so.

JOURNAL OF BUSINESS & ECONOMIC STATISTICS (2023)

Article Automation & Control Systems

The multimarginal optimal transport formulation of adversarial multiclass classification

Nicolas Garcia Trillos et al.

Summary: This study examines a family of adversarial multiclass classification problems and provides equivalent reformulations using two different approaches. The results reveal the geometric structure of these problems and extend previous findings in binary classification. Furthermore, computational implications suggest that our solutions can recover optimal classification rules and adversarial strategies for the original problem.

JOURNAL OF MACHINE LEARNING RESEARCH (2023)

Article Economics

From Local to Global: External Validity in a Fertility Natural Experiment

Rajeev Dehejia et al.

Summary: This study examines issues related to external validity for treatment effects using over 100 replications of the Angrist and Evans natural experiment on the effects of sibling sex composition on fertility and labor supply. The findings suggest that macro covariates play a more dominant role in reducing errors in predicting treatment effects in external contexts. The study also provides methods for evidence-based decision-making processes.

JOURNAL OF BUSINESS & ECONOMIC STATISTICS (2021)

Article Economics

HOW MUCH CAN WE GENERALIZE FROM IMPACT EVALUATIONS?

Eva Vivalt

JOURNAL OF THE EUROPEAN ECONOMIC ASSOCIATION (2020)

Article Business

Social Norms and Energy Conservation Beyond the US

Mark A. Andor et al.

JOURNAL OF ENVIRONMENTAL ECONOMICS AND MANAGEMENT (2020)

Article Economics

Unobservable Selection and Coefficient Stability: Theory and Evidence

Emily Oster

JOURNAL OF BUSINESS & ECONOMIC STATISTICS (2019)

Article Economics

A simple approximation for evaluating external validity bias

Isaiah Andrews et al.

ECONOMICS LETTERS (2019)

Article Economics

Experimental evidence on scaling up education reforms in Kenya

Tessa Bold et al.

JOURNAL OF PUBLIC ECONOMICS (2018)

Article Statistics & Probability

SENSITIVITY ANALYSIS FOR AN UNOBSERVED MODERATOR IN RCT-TO-TARGET-POPULATION GENERALIZATION OF TREATMENT EFFECTS

Trang Quynh Nguyen et al.

ANNALS OF APPLIED STATISTICS (2017)

Article Statistics & Probability

Wanna Get Away? Regression Discontinuity Estimation of Exam School Effects Away From the Cutoff

Joshua D. Angrist et al.

JOURNAL OF THE AMERICAN STATISTICAL ASSOCIATION (2015)

Article Economics

SITE SELECTION BIAS IN PROGRAM EVALUATION

Hunt Allcott

QUARTERLY JOURNAL OF ECONOMICS (2015)

Article Statistics & Probability

External Validity: From Do-Calculus to Transportability Across Populations

Judea Pearl et al.

STATISTICAL SCIENCE (2014)

Article Economics

REVEALED PREFERENCES IN A HETEROGENEOUS POPULATION

Stefan Hoderlein et al.

REVIEW OF ECONOMICS AND STATISTICS (2014)

Article Economics

COMPARING TREATMENTS ACROSS LABOR MARKETS: AN ASSESSMENT OF NONEXPERIMENTAL MULTIPLE-TREATMENT STRATEGIES

Carlos A. Flores et al.

REVIEW OF ECONOMICS AND STATISTICS (2013)

Article Social Sciences, Mathematical Methods

The use of propensity scores to assess the generalizability of results from randomized trials

Elizabeth A. Stuart et al.

JOURNAL OF THE ROYAL STATISTICAL SOCIETY SERIES A-STATISTICS IN SOCIETY (2011)

Article Public, Environmental & Occupational Health

Generalizing Evidence From Randomized Clinical Trials to Target Populations

Stephen R. Cole et al.

AMERICAN JOURNAL OF EPIDEMIOLOGY (2010)

Article Economics

Instruments, Randomization, and Learning about Development

Angus Deaton

JOURNAL OF ECONOMIC LITERATURE (2010)

Article Economics

Heterogeneous impacts in PROGRESA

Habiba Djebbari et al.

JOURNAL OF ECONOMETRICS (2008)

Article Economics

A primer on copulas for count data

Christian Genest et al.

ASTIN BULLETIN (2007)

Article Economics

Remedying education: Evidence from two randomized experiments in India

Abhijit V. Banerjee et al.

QUARTERLY JOURNAL OF ECONOMICS (2007)

Article Statistics & Probability

On rank correlation measures for non-continuous random variables

Johanna Neslehova

JOURNAL OF MULTIVARIATE ANALYSIS (2007)

Article Economics

What mean impacts miss: Distributional effects of welfare reform experiments

Marianne P. Bitler et al.

AMERICAN ECONOMIC REVIEW (2006)

Article Economics

Sensitivity to exogeneity assumptions in program evaluation

GW Imbens

AMERICAN ECONOMIC REVIEW (2003)

Article Economics

Was there a riverside miracle? A hierarchical framework for evaluating programs with grouped data

RH Dehejia

JOURNAL OF BUSINESS & ECONOMIC STATISTICS (2003)