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Identification and estimation of local average treatment effects

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GW Imbens… - Econometrica: Journal of the Econometric Society, 1994 - JSTOR
Page 1. Econometrica, Vol. 62, No. 2 (March, 1994), 467-475 IDENTIFICATION AND
ESTIMATION OF LOCAL AVERAGE TREATMENT EFFECTS1 BY GUIDO W. IMBENS
AND JOSHUA D. ANGRIST 1. INTRODUCTION RANDOM ...
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Nonparametric estimation of average treatment effects under exogeneity: A review

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GW Imbens - Review of Economics and statistics, 2004 - MIT Press
Page 1. NONPARAMETRIC ESTIMATION OF AVERAGE TREATMENT EFFECTS
UNDER EXOGENEITY: A REVIEW* Guido W. Imbens Abstract—Recently there
has been a surge in econometric work focusing on estimating ...
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Regression discontinuity designs: A guide to practice

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GW Imbens… - Journal of Econometrics, 2008 - Elsevier
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Efficient estimation of average treatment effects using the estimated propensity score

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K Hirano, GW Imbens… - Econometrica, 2003 - Wiley Online Library
Page 1. Econometrica, Vol. 71, No. 4 (July, 2003), 1161–1189 EFFICIENT ESTIMATION
OF AVERAGE TREATMENT EFFECTS USING THE ESTIMATED PROPENSITY SCORE
By Keisuke Hirano, Guido W. Imbens, and Geert Ridder1 ...
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The role of the propensity score in estimating dose-response functions

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GW Imbens - 1999 - nber.org
Page 1. Page 2. Page 3. 1. Introduction Estimation of average treatment effects in
observational, or non-experimental, studies often requires adjustment for differences
in pre-treatment variables. If the number of pre- treatment ...
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Recent developments in the econometrics of program evaluation

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GM Imbens… - 2008 - nber.org
Page 1. NBER WORKING PAPER SERIES RECENT DEVELOPMENTS IN THE
ECONOMETRICS OF PROGRAM EVALUATION Guido M. Imbens Jeffrey M.
Wooldridge Working Paper 14251 http://www.nber.org/papers/w14251 ...
Cited by 605 - Related articles - Library Search - All 57 versions

Large sample properties of matching estimators for average treatment effects

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A Abadie… - Econometrica, 2006 - Wiley Online Library
Page 1. Econometrica, Vol. 74, No. 1 (January, 2006), 235–267 LARGE SAMPLE
PROPERTIES OF MATCHING ESTIMATORS FOR AVERAGE TREATMENT EFFECTS
BY ALBERTO ABADIE AND GUIDO W. IMBENS1 Matching ...
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[PDF] Implementing matching estimators for average treatment effects in Stata

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A Abadie, D Drukker, JL Herr… - Stata journal, 2004 - scholar.harvard.edu
Page 1. The Stata Journal (2004) 4, Number 3, pp. 290–311 Implementing matching estimators
for average treatment effects in Stata Alberto Abadie1 Harvard University David Drukker StataCorp
Jane Leber Herr UC Berkeley Guido W. Imbens2 UC Berkeley Abstract. ...
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Average causal response with variable treatment intensity

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JD Angrist… - 1995 - nber.org
Page 1. NBER TECHNICAL PAPER SERIES AVERAGE CAUSAL RESPONSE WITH
VARIABLE TREATMENT INTENSITY Joshua D. Angrist Guido W. Imbens Technical
Paper No. 127 NATIONAL BUREAU OF ECONOMIC RESEARCH ...
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On the failure of the bootstrap for matching estimators

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A Abadie… - 2006 - nber.org
Page 1. TECHNICAL WORKING PAPER SERIES ON THE FAILURE OF THE
BOOTSTRAP FOR MATCHING ESTIMATORS Alberto Abadie Guido W. Imbens Technical
Working Paper 325 http://www.nber.org/papers/T0325 NATIONAL ...
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Simple and bias-corrected matching estimators for average treatment effects

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A Abadie… - 2002 - nber.org
... Alberto Abadie Guido Imbens Technical Working Paper 283 http://www.nber.org/papers/T0283 ...
The views expressed in this paper are those of the authors and not necessarily those of the
National Bureau of Economic Research. © 2001 by Alberto Abadie and Guido Imbens. ...
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Instrumental variables estimates of the effect of subsidized training on the quantiles of trainee earnings

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A Abadie, J Angrist… - Econometrica, 2002 - Wiley Online Library
This paper reports estimates of the effects of JTPA training programs on the distribution of
earnings. The estimation uses a new instrumental variable (IV) method that measures
program impacts on quantiles. The quantile treatment effects (QTE) estimator reduces to ...
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Bayesian inference for causal effects in randomized experiments with noncompliance

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GW Imbens… - The Annals of Statistics, 1997 - JSTOR
Page 1. The Annals of Statistics 1997, Vol. 25, No. 1, 305-327 BAYESIAN INFERENCE
FOR CAUSAL EFFECTS IN RANDOMIZED EXPERIMENTS WITH NONCOMPLIANCE1
BY GUIDO W. IMBENS AND DONALD B. RUBIN Harvard University ...
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Estimation of causal effects using propensity score weighting: An application to data on right heart catheterization

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K Hirano… - Health Services and Outcomes Research …, 2001 - Springer
Page 1. Health Services & Outcomes Research Methodology 2:259–278, 2001 Đ 2002 Kluwer
Academic Publishers. Manufactured in The Netherlands. Estimation of Causal Effects using
Propensity Score Weighting: An Application to Data on Right Heart Catheterization ...
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Confidence intervals for partially identified parameters

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GW Imbens… - Econometrica, 2004 - Wiley Online Library
Page 1. Econometrica, Vol. 72, No. 6 (November, 2004), 1845–1857 NOTES AND
COMMENTS CONFIDENCE INTERVALS FOR PARTIALLY IDENTIFIED
PARAMETERS BY GUIDO W. IMBENS AND CHARLES F. MANSKI1 ...
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Jackknife instrumental variables estimation

JD Angrist, GW Imbens… - 1995 - nber.org
Page 1. TECHNICAL WORKING PAPER SERIES JACKKNIFE INSTRUMENTAL
VARIABLES ESTIMATION Joshua D. Angrist Guido W. Imbens Alan Krueger Technical
Working Paper No. 172 NATIONAL BUREAU OF ECONOMIC ...
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One-step estimators for over-identified generalized method of moments models

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GW Imbens - The Review of Economic Studies, 1997 - restud.oxfordjournals.org
Page 1. Review of Economic Studies (1997) 64, 359-383 © 1997 The Review of
Economic Studies Limited 0034-6527/97/00170359$02.00 One-Step Estimators for
Over-Identified Generalized Method of Moments Models GUIDO ...
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Combining micro and macro data in microeconometric models

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GW Imbens… - The Review of Economic …, 1994 - restud.oxfordjournals.org
Page 1. Review of Economic Studies (1994) 61, 655-680 © 1994 The Review of Economic
Studies Limited 0034-6527/94/00320655$02.00 Combining Micro and Macro Data in
Microeconometric Models GUIDO W. IMBENS Harvard University and ...
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Estimating the Effects of Unearned Income on Labor Supply, Earnings, Savings, and Consumption: Evidence from a Survey of Lottery Players

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GW Imbens, DB Rubin… - 1999 - nber.org
Page 1. NBER WORKING PAPER SERIES ESTIMATING THE EFFECT OF UNEARNED INCOME
ON LABOR SUPPLY, EARNINGS, SAVINGS, AND CONSUMPTION: EVIDENCE FROM A
SURVEY OF LOTTERY PLAYERS Guido W. Imbens Donald B. Rubin Bruce Sacerdote ...
Cited by 168 - Related articles - Library Search - BL Direct - All 21 versions

Estimating outcome distributions for compliers in instrumental variables models

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GW Imbens… - The Review of Economic …, 1997 - restud.oxfordjournals.org
Page 1. Review of Economic Studies (1997) 64, 555-574 © 1997 The Review of
Economic Studies Limited 0034-6527/97/00260555$02.00 Estimating Outcome
Distributions for Compliers in Instrumental Variables Models GUIDO ...
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An efficient method of moments estimator for discrete choice models with choice-based sampling

GW Imbens - Econometrica: Journal of the Econometric Society, 1992 - JSTOR
Page 1. Econometrica, Vol. 60, No. 5 (September, 1992), 1187-1214 AN EFFICIENT
METHOD OF MOMENTS ESTIMATOR FOR DISCRETE CHOICE MODELS WITH
CHOICE-BASED SAMPLING BY GUIDO W. IMBENS1 In ...
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Sensitivity to exogeneity assumptions in program evaluation

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GW Imbens - The American Economic Review, 2003 - JSTOR
Page 1. Sensitivity to Exogeneity Assumptions in Program Evaluation By GUIDO W.
IMBENS* In many empirical studies of the effect of social programs researchers assume
that, condi- tional on a set of observed covariates, assign ...
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The interpretation of instrumental variables estimators in simultaneous equations models with an application to the demand for fish

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JD Angrist, K Graddy… - Review of Economic …, 2000 - Wiley Online Library
Page 1. Review of Economic Studies (2000) 67, 499–527 0034-6527000000000$02.00  2000
The Review of Economic Studies Limited The Interpretation of Instrumental Variables Estimators
in Simultaneous Equations Models with an Application to the Demand for Fish ...
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The long-term gains from GAIN: a re-analysis of the impacts of the California GAIN program

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VJ Hotz, GW Imbens… - 2000 - nber.org
Page 1. NBER WORKING PAPER SERIES The Long-Term Gains from GAIN: A Re-Analysis
of the Impacts of the California GAIN Program V. Joseph Hotz Guido W. Imbens Jacob A.
Klerman Working Paper8007 http://www.nber.org/papers/w8007 ...
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Better LATE than nothing: Some comments on Deaton (2009) and Heckman and Urzua (2009)

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GW Imbens - 2009 - nber.org
Page 1. NBER WORKING PAPER SERIES BETTER LATE THAN NOTHING: SOME
COMMENTS ON DEATON (2009) AND HECKMAN AND URZUA (2009) Guido W.
Imbens Working Paper 14896 http://www.nber.org/papers/w14896 ...
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Optimal bandwidth choice for the regression discontinuity estimator

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G Imbens… - 2009 - nber.org
We investigate the problem of optimal choice of the smoothing parameter (bandwidth) for the
regression discontinuity estimator. We focus on estimation by local linear regression, which
was shown to be rate optimal (Porter, 2003). Investigation of an expected-squared-error- ...
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Empirical likelihood estimation and consistent tests with conditional moment restrictions

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SG Donald, GW Imbens… - Journal of Econometrics, 2003 - Elsevier
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Efficient estimation and stratified sampling

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GW Imbens… - Journal of Econometrics, 1996 - Elsevier
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Instrumental variable estimation of nonseparable models

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V Chernozhukov, GW Imbens… - Journal of Econometrics, 2007 - Elsevier
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Evaluating the Cost of Conscription in the Netherlands

G Imbens… - Journal of Business & Economic Statistics, 1995 - JSTOR
In this article we investigate the effect of military service in the Netherlands on future
earnings. Estimating the cost or benefit of military service is complicated by the complex
selection that determines who eventually serves in the military: On the one hand, potential ...
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Evaluating the differential effects of alternative welfare-to-work training components: A re-analysis of the California GAIN program

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VJ Hotz, GW Imbens… - 2006 - nber.org
Page 1. NBER WORKING PAPER SERIES EVALUATING THE DIFFERENTIAL EFFECTS OF
ALTERNATIVE WELFARE-TO-WORK TRAINING COMPONENTS: A RE-ANALYSIS OF THE
CALIFORNIA GAIN PROGRAM V. Joseph Hotz Guido Imbens Jacob A. Klerman ...
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Combining panel data sets with attrition and refreshment samples

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K Hirano, GW Imbens, G Ridder… - 1998 - nber.org
Page 1. COMBINING PANEL DATA SETS WITH ATTRITION AND REFRESHMENT
SAMPLES Keisuke Hirano Guido W. Imbens Geert Ridder Donald B. Rubin Technical
Working Paper 230 Page 2. TECHNICAL WORKING PAPER ...
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Imposing moment restrictions from auxiliary data by weighting

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JK Hellerstein… - Review of Economics and Statistics, 1999 - MIT Press
Page 1. The Review of Economics and Statistics VOL. LXXXI NUMBER 1 FEBRUARY
1999 IMPOSING MOMENT RESTRICTIONS FROM AUXILIARY DATA BY WEIGHTING
Judith K. Hellerstein and Guido W. Imbens* Abstract ...
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Sources of identifying information in evaluation models

JD Angrist… - 1991 - nber.org
Page 1. NBER TECHNICAL WORKING PAPERS SERIES SOURCES OF
IDENTIFYING INFORMATION IN EVALUATION MODELS Joshua U. Angrist Guido
W. Irtens Technical Working Paper No. 117 NATIONAL EUREAU OF ...
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Instrumental variables estimation of quantile treatment effects

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A Abadie, JD Angrist… - 1998 - nber.org
Page 1. NBER WORKING PAPER SERIES ON THE ACCURACY AND PROPERTIES
OF RECENT ACROECONOIC FORECASTS Victor Zarnowitz* University of Chicago and
National Bureau of Econoiic Research Working Paper No. 229 ...
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Moving the goalposts: Addressing limited overlap in the estimation of average treatment effects by changing the estimand

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RK Crump, VJ Hotz, GW Imbens… - 2006 - nber.org
... V. Joseph Hotz Department of Economics Box 951477 UCLA Los Angeles, CA 90095-1477
hotz@econ.ucla.edu Guido Imbens Department of Economics Littauer Center Harvard University
1805 Cambridge Street Cambridge, MA 02138 imbens@fas.harvard.edu ...
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[PDF] Bias from classical and other forms of measurement error

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DR Hyslop… - Journal of Business and Economic Statistics, 2001 - ASA
Page 1. Bias From Classical and Other Forms of Measurement Error Dean R. Hyslop
Department of Economics, University of California at Los Angeles, Los Angeles, CA
90095 (dhyslop@pana.sscuet.ucla.edu) Guido W. Imbens ...
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Analyzing a randomized trial on breast self‐examination with noncompliance and missing outcomes

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F Mealli, GW Imbens, S Ferro… - Biostatistics, 2004 - Biometrika Trust
Page 1. Biostatistics (2004), 5, 2, pp. 207–222 Printed in Great Britain Analyzing a randomized
trial on breast self-examination with noncompliance and missing outcomes FABRIZIA MEALLI
Dipartimento di Statistica 'G. Parenti', Universit`a di Firenze, Italy ...
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Case-control studies with contaminated controls

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T Lancaster… - Journal of Econometrics, 1996 - Elsevier
This paper considers inference about a parametric binary choice model when the data
consist of two distinct samples. The first is a random sample from the people who made
choice 1, say, with all relevant covariates completely observed. The second is a random ...
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[PDF] Generalized method of moments and empirical likelihood

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GW Imbens - Journal of Business and Economic Statistics, 2002 - ASA
Page 1. Generalized Method of Moments and Empirical Likelihood Guido W. Imbens
Department of Economics and Department of Agricultural and Resource Economics,
University of California Berkeley, 649 Evans Hall #3880 ...
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Robust, accurate confidence intervals with a weak instrument: quarter of birth and education

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GW Imbens… - Journal of the Royal Statistical …, 2005 - Wiley Online Library
Skip to Main Content. Wiley Online Library will be disrupted 14
Jan from 10-12 GMT for monthly maintenance. ...
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[PDF] Bias corrected matching estimators for average treatment effects

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A Abadie… - Harvard University Department of …, 2007 - hks.harvard.edu
Page 1. Bias Corrected Matching Estimators for Average Treatment Effects Alberto
Abadie and Guido W. Imbens* Harvard University and NBER August 2007 Abstract
In Abadie and Imbens (2006), we have shown that simple ...
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Predicting the efficacy of future training programs using past experiences

VJ Hotz, GW Imbens… - 1999 - nber.org
Page 1. Page 2. Page 3. 1. Introduction Consider a government contemplating the
implementation of a training or other social assistance program. The decision to implement
the program depends on the assessment of its likely effectiveness. ...
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Transition models in a non-stationary environment

GW Imbens - The Review of Economics and Statistics, 1994 - JSTOR
Page 1. TRANSITION MODELS IN A NON-STATIONARY ENVIRONMENT GW Imbens*
Abstract-An alternative form of the proportional hazard model is proposed. It allows one to
introduce correlation between exit rates at the same (calendar) time for different individuals. ...
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Re-employment probabilities over the business cycle

GW Imbens… - 1993 - nber.org
Page 1. NBER WORKING PAPER SERIES RE-EMPLOYMENT PROBABILITIES
OVER THE BUSINESS CYCLE Guido Imbens Lisa M. Lynch Working Paper No.
4585 NATIONAL BUREAU OF ECONOMIC RESEARCH 1050 ...
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What's new in econometrics

G Imbens… - Lecture Notes, NBER Summer Institute, 2007 - nber.org
In this course we will discuss developments in econometrics over the last decade and a half.
The focus will be on methods that are relevant for, and ready to be used by, empirical
researchers, and the course is aimed at such researchers. Although most of the ...
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[PDF] Predicting the efficacy of future training programs using past experiences at other locations

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VJ Hotz, GW Imbens… - Journal of Econometrics, 2005 - econ.duke.edu
Page 1. www.elsevier.com/locate/econbase Journal of Econometrics ] (]]] Predicting
the efficacy of future training programs using past experiences at other locations
V. Joseph Hotza,*, Guido W. Imbensb, Julie H. Mortimerc ...
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Nonparametric tests for treatment effect heterogeneity

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RK Crump, VJ Hotz, GW Imbens… - 2006 - nber.org
Page 1. TECHNICAL WORKING PAPER SERIES NONPARAMETRIC TESTS FOR TREATMENT
EFFECT HETEROGENEITY Richard K. Crump V. Joseph Hotz Guido W. Imbens Oscar A. Mitnik
Technical Working Paper 324 http://www.nber.org/papers/T0324 ...
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Complementarity and aggregate implications of assortative matching: a nonparametric analysis

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BS Graham, GW Imbens… - 2009 - nber.org
Page 1. NBER WORKING PAPER SERIES COMPLEMENTARITY AND AGGREGATE
IMPLICATIONS OF ASSORTATIVE MATCHING: A NONPARAMETRIC ANALYSIS Bryan S.
Graham Guido W. Imbens Geert Ridder Working Paper 14860 http://www.nber.org/papers/w14860 ...
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Random effects estimators with many instrumental variables

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G Chamberlain… - Econometrica, 2004 - Wiley Online Library
In this paper we propose a new estimator for a model with one endogenous regressor and
many instrumental variables. Our motivation comes from the recent literature on the poor
properties of standard instrumental variables estimators when the instrumental variables ...
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Choosing instrumental variables in conditional moment restriction models

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SG Donald, GW Imbens… - Journal of Econometrics, 2009 - Elsevier
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[PDF] Nonparametric applications of Bayesian inference

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G Chamberlain… - Journal of Business and Economic Statistics, 2003 - ASA
Page 1. Nonparametric Applications of Bayesian Inference Gary Chamberlain
Department of Economics, Harvard University, Cambridge, MA 02138 (
gary_chamberlain@harvard.edu) Guido W. Imbens Department of Economics ...
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[CITATION] Causal inference in statistics and the social sciences

GW Imbens… - 2009 - Cambridge and New York: …
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[PDF] Nonadditive models with endogenous regressors

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GW Imbens - ECONOMETRIC SOCIETY MONOGRAPHS, 2007 - cemmap.com
Page 1. Nonadditive Models with Endogenous Regressors ∗ Guido W. Imbens† First Draft: July
2005 This Draft: February 2006 Abstract In the last fifteen years there has been much work on
nonparametric identification of causal effects in settings with endogeneity. ...
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[PDF] Bias-corrected matching estimators for average treatment effects

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A Abadie… - Journal of Business and Economic Statistics, 2011 - ASA
Page 1. Bias-Corrected Matching Estimators for Average Treatment Effects Alberto
ABADIE John F. Kennedy School of Government, Harvard University, Cambridge,
MA 02138 and NBER (alberto_abadie@harvard.edu) Guido ...
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The regression discontinuity design—theory and applications

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T Lemieux… - Journal of Econometrics, 2008 - dash.harvard.edu
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
lying on either side of a fixed threshold. These designs were first introduced in the ...
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[CITATION] Labor market transitions over the business cycle

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GW Imbens… - Review of Economics and Statistics, 1992
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Hierarchical Bayes models with many instrumental variables

G Chamberlain… - 1996 - nber.org
Page 1. Journal of Public Economics 10 (1978) 361—377. North-Holland Publishing Company
THE EFFECT OF SOCIAL SECURITY ON EARLY RETIREMENT Michael J. BOSKIN and Michael
D. HURD* National Bureau of Economic Research, SfanThrd, CA 94305, LISA. ...
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An empirical model for strategic network formation

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NA Christakis, JH Fowler, GW Imbens… - 2010 - nber.org
Page 1. NBER WORKING PAPER SERIES AN EMPIRICAL MODEL FOR STRATEGIC
NETWORK FORMATION Nicholas Christakis James Fowler Guido W. Imbens Karthik
Kalyanaraman Working Paper 16039 http://www.nber.org/papers/w16039 ...
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Non-parametric demand analysis with an application to the demand for fish

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JD Angrist, K Graddy… - 1995 - nber.org
Page 1. Economeirica, Vol. 47, No. 6 (November, 1979) INVESTORS' PORTFOLIO
BEHAVIOR UNDER ALTERNATIVE MODELS OF LONG-TERM INTEREST RATE
EXPECTATIONS: UNITARY, RATIONAL, OR AUTOREGRESSIVE ...
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Comment on James J. Heckman," Instrumental Variables: A Study of Implicit Behavioral Assumptions Used in Making Program Evaluations"

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JD Angrist… - Journal of Human Resources, 1999 - JSTOR
Page 1. Comments Comment on James J. Heckman, "Instrumental Variables: A Study
of Implicit Behavioral Assumptions Used in Making Program Evaluations" Joshua
D. Angrist Guido W. Imbens* ABSTRACT In a recent paper ...
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The performance of empirical likelihood and its generalizations

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GW Imbens… - 2001 - books.google.com
Page 232. CHAPTER 10 The Performance of Empirical Likelihood and its
Generalizations Guido W. Imbens and Richard H. Spady ABSTRACT We calculate
higher-order asymptotic biases and mean squared errors (MSE) for ...
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Matching on the estimated propensity score

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A Abadie… - 2009 - nber.org
Page 1. NBER WORKING PAPER SERIES MATCHING ON THE ESTIMATED
PROPENSITY SCORE Alberto Abadie Guido W. Imbens Working Paper 15301
http://www.nber.org/papers/w15301 NATIONAL BUREAU OF ECONOMIC ...
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[PDF] Measuring the average outcome and inequality effects of segregation in the presence of social spillovers

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BS Graham, G Imbens… - 2008 - webmeets.com
Abstract: In this paper we analyze the causal effects of reallocating individuals across social
groups of varying sizes in the presence of social interactions or spillovers. We consider the
case where individuals are either 'high'or 'low'types. Own outcomes may depend on the ...
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DISCRETE CHOICE MODELS WITH MULTIPLE UNOBSERVED CHOICE CHARACTERISTICS*

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S Athey… - International Economic Review, 2007 - Wiley Online Library
Skip to Main Content. ...
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[CITATION] Rubin causal model

GW Imbens - The new Palgrave dictionary of …, 2008 - Palgrave McMillan, New York
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[CITATION] Choice-based sampling of dynamic populations

T Lancaster… - Panel Data and Labor Market Studies. New York: …, 1990
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[CITATION] Causal inference with instrumental variables

G Imbens, DB Rubin… - 1994 - Harvard Institute of Economic …
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Some remarks on instrumental variables

GW Imbens - Econometric Evaluation of Labour Market Policies, 2001 - Springer
Page 1. Some remarks on instrumental variables Guido W. Imbens Abstract. There
has been much work on identification and inference with instru- mental variables
in the last decade. Researchers have investigated conditions ...
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[CITATION] Identification of Causal Effects Using

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GW Imbens… - 1996 - nber.org
Page 1. NBER Working Paper Series TWO PAPERS ON THE RECENT RISE IN US
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[PDF] Welfare Reform in California

[PDF] from 192.5.14.43
JA Klerman, VJ Hotz, E Reardon, AG Cox… - 2002 - 192.5.14.43
In response to national welfare reform legislation, California passed legislation on August
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A Abadie… - Annales d'Économie et de Statistique, 2008 - JSTOR
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[BOOK] Average causal response with variable treatment intensity

JD Angrist, GW Imbens… - 1992 - en.scientificcommons.org
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G Chamberlain… - Harvard Institute of Economic …, 1995 - econpapers.repec.org
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Abstract: In response to national welfare reform legislation--the Personal Responsibility and
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[PDF] Notes for Matlab and Stata regression discontinuity software

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D Fuji, G Imbens… - Manuscript. http://www. …, 2009 - economics.harvard.edu
These notes describe the implementation of the Imbens-Kalyanaram bandwidth selection in
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[CITATION] pThe Propensity Score with Continuous Treat& mentsq

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Skip to Main Content. ...
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[PDF] Identification of Causal Effects Using Instrumental Variables

[PDF] from smu.edu
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Page 1. Identification of Causal Effects Using Instrumental Variables Joshua D. Angrist;
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Vol. 91, No. 434 (J un., 1996), 444-455. Stable URL: http ...
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