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  • Your search results: "Guido W. Imbens"
Showing 1 - 20 results of 321 for search '"Guido W. Imbens"', query time: 1.79s Narrow search
  • 1
    Cover Image Journal Article
    The State of Applied Econometrics: Causality and Policy Evaluation
    by Susan Athey   Guido W. Imbens Published in The Journal of economic perspectives (01.04.2017)
    “...In this paper, we discuss recent developments in econometrics that we view as important for empirical researchers working on policy evaluation questions. We...”
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  • 2
    Cover Image Journal Article
    MATCHING ON THE ESTIMATED PROPENSITY SCORE
    by Alberto Abadie   Guido W. Imbens Published in Econometrica (01.03.2016)
    “...Propensity score matching estimators (Rosenbaum and Rubin (1983)) are widely used in evaluation research to estimate average treatment effects. In this...”
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  • 3
    Cover Image eBook
    Causal Inference for Statistics, Social, and Biomedical Sciences: An Introduction
    by Imbens, Guido W   Rubin, Donald B
    06.04.2015
    “...Most questions in social and biomedical sciences are causal in nature: what would happen to individuals, or to groups, if part of their environment were...”
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  • 4
    Cover Image Journal Article
    Better LATE Than Nothing: Some Comments on Deaton (2009) and Heckman and Urzua (2009)
    by Imbens, Guido W Published in Journal of economic literature (01.06.2010)
    “...Two recent papers, Deaton (2009) and Heckman and Urzua (2009), argue against what they see as an excessive and inappropriate use of experimental and...”
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  • 5
    Cover Image Journal Article
    Matching Methods in Practice: Three Examples
    by Guido W. Imbens Published in The Journal of human resources (01.04.2015)
    “...There is a large theoretical literature on methods for estimating causal effects under unconfoundedness, exogeneity, or selection-on-observables type...”
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  • 6
    Cover Image Journal Article
    Bias-Corrected Matching Estimators for Average Treatment Effects
    by Abadie, Alberto   Imbens, Guido W Published in Journal of business & economic statistics (01.01.2011)
    “...In Abadie and Imbens (2006), it was shown that simple nearest-neighbor matching estimators include a conditional bias term that converges to zero at a rate...”
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  • 7
    Cover Image Journal Article
    Recent Developments in the Econometrics of Program Evaluation
    by Imbens, Guido W   Wooldridge, Jeffrey M Published in Journal of economic literature (01.03.2009)
    “...Many empirical questions in economics and other social sciences depend on causal effects of programs or policies. In the last two decades, much research has...”
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  • 8
    Cover Image Journal Article
    Nonparametric Estimation of Average Treatment Effects under Exogeneity: A Review
    by Guido W. Imbens Published in The review of economics and statistics (01.02.2004)
    “...Recently there has been a surge in econometric work focusing on estimating average treatment effects under various sets of assumptions. One strand of this...”
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  • 9
    Cover Image Journal Article
    On the Failure of the Bootstrap for Matching Estimators
    by Alberto Abadie   Guido W. Imbens Published in Econometrica (01.11.2008)
    “...Matching estimators are widely used in empirical economics for the evaluation of programs or treatments. Researchers using matching methods often apply the...”
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  • 10
    Cover Image Journal Article
    Instrumental Variables: An Econometrician's Perspective
    by Guido W. Imbens Published in Statistical science (01.08.2014)
    “...I review recent work in the statistics literature on instrumental variables methods from an econometrics perspective. I discuss some of the older, economic,...”
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  • 11
    Cover Image Journal Article
    Large Sample Properties of Matching Estimators for Average Treatment Effects
    by Alberto Abadie   Guido W. Imbens Published in Econometrica (01.01.2006)
    “...Matching estimators for average treatment effects are widely used in evaluation research despite the fact that their large sample properties have not been...”
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  • 12
    Cover Image Journal Article
    Identification and Estimation of Triangular Simultaneous Equations Models without Additivity
    by Guido W. Imbens   Whitney K. Newey Published in Econometrica (01.09.2009)
    “...This paper uses control variables to indentify and estimate models with nonseparable, multidimensional disturbances. Triangular simultaneous equations models...”
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  • 13
    Cover Image Journal Article
    Social Networks and the Identification of Peer Effects
    by Goldsmith-Pinkham, Paul   Imbens, Guido W Published in Journal of business & economic statistics (01.07.2013)
    “...There is a large and growing literature on peer effects in economics. In the current article, we focus on a Manski-type linear-in-means model that has proved...”
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  • 14
    Cover Image Journal Article
    Identification and Inference in Nonlinear Difference-in-Differences Models
    by Susan Athey   Guido W. Imbens Published in Econometrica (01.03.2006)
    “...This paper develops a generalization of the widely used difference-in-differences method for evaluating the effects of policy changes. We propose a model that...”
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  • 15
    Cover Image Journal Article
    Efficient Estimation of Average Treatment Effects Using the Estimated Propensity Score
    by Keisuke Hirano   Guido W. Imbens   Geert Ridder Published in Econometrica (01.07.2003)
    “...We are interested in estimating the average effect of a binary treatment on a scalar outcome. If assignment to the treatment is exogenous or unconfounded, that...”
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  • 16
    Cover Image Journal Article
    Dealing with limited overlap in estimation of average treatment effects
    by RICHARD K. CRUMP   V. JOSEPH HOTZ   GUIDO W. IMBENS   OSCAR A. MITNIK Published in Biometrika (01.03.2009)
    “...Estimation of average treatment effects under unconfounded or ignorable treatment assignment is often hampered by lack of overlap in the covariate...”
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  • 17
    Cover Image Journal Article
    Confidence Intervals for Partially Identified Parameters
    by Guido W. Imbens   Charles F. Manski Published in Econometrica (01.11.2004)
    “...Recently a growing body of research has studied inference in settings where parameters of interest are partially identified. In many cases the parameter is...”
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  • 18
    Cover Image Journal Article
    Sensitivity to Exogeneity Assumptions in Program Evaluation
    by Imbens G.W Published in The American economic review (01.05.2003)
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  • 19
    Cover Image Journal Article
    Identification and Inference With Many Invalid Instruments
    by Kolesár, Michal   Chetty, Raj   Friedman, John   Glaeser, Edward   Imbens, Guido W Published in Journal of business & economic statistics (02.10.2015)
    “...We study estimation and inference in settings where the interest is in the effect of a potentially endogenous regressor on some outcome. To address the...”
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  • 20
    Cover Image Journal Article
    Nonparametric Tests for Treatment Effect Heterogeneity
    by Richard K. Crump   V. Joseph Hotz   Guido W. Imbens   Oscar A. Mitnik Published in The review of economics and statistics (01.08.2008)
    “...In this paper we develop two nonparametric tests of treatment effect heterogeneity. The first test is for the null hypothesis that the treatment has a zero...”
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