1.

 Nonparametric Estimation of Average Treatment Effects under Exogeneity: A Review
 Guido W. Imbens
 The Review of Economics and Statistics, Vol. 86, No. 1 (Feb., 2004), pp. 429
 Subjects: Statistics, Finance, Mathematics, Management & Organizational Behavior
 Key terms: estimator, treatment, average, propensity, covariate, score, regression, outcome, assumption, variance, heckman, conditional, rubin, angrist, rosenbaum, exogeneity, sample, overlap, abadie, estimate, treat, estimation
 CiteRank: 0.9863

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2.

 Inference for NonRandom Samples
 J. B. Copas, H. G. Li
 Journal of the Royal Statistical Society. Series B (Methodological), Vol. 59, No. 1 (1997), pp. 5595
 Subjects: Statistics, Mathematics, Finance
 Key terms: equation, heckman, model, inference, miss, conditional, covariate, rosenbaum, sensitively, randomization, selection, random, likelihood, estimate, standard, sample, quartile, response, selectivity, regression, profile, transformation, distribution, asymptotic
 CiteRank: 0.9833

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3.

 Large Sample Properties of Matching Estimators for Average Treatment Effects
 Alberto Abadie, Guido W. Imbens
 Econometrica, Vol. 74, No. 1 (Jan., 2006), pp. 235267
 Subjects: Mathematics, Statistics
 Key terms: match, estimator, conditional, variance, asymptotic, average, covariate, treatment, property, sample, assumption, theorem, treat, consistent, rosenbaum, bound, lemma, distribution, nonparametric, rubin, suppose
 CiteRank: 0.9396

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4.

 Combining Propensity Score Matching with Additional Adjustments for Prognostic Covariates
 Donald B. Rubin, Neal Thomas
 Journal of the American Statistical Association, Vol. 95, No. 450 (Jun., 2000), pp. 573585
 Subjects: Statistics, Finance, Transportation Studies, Mathematics
 Key terms: match, covariate, propensity, sample, treat, control, linear, mahalanobi, score, variance, approximation, rosenbaum, subject, regression, mean, outcome, difference, method, moment, model, unmatch
 CiteRank: 0.9007

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5.

 Matching Using Estimated Propensity Scores: Relating Theory to Practice
 Donald B. Rubin, Neal Thomas
 Biometrics, Vol. 52, No. 1 (Mar., 1996), pp. 249264
 Subjects: Statistics, Mathematics, Transportation Studies, Finance
 Key terms: match, propensity, approximation, score, sample, variance, estimate, variable, control, simulation, setting, treat, ellipsoidal, discriminant, linear, rosenbaum, distribution, covariate, analytic, subject, ratio
 CiteRank: 0.9307

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6.

 Characterizing the Effect of Matching Using Linear Propensity Score Methods with Normal Distributions
 Donald B. Rubin, Neal Thomas
 Biometrika, Vol. 79, No. 4 (Dec., 1992), pp. 797809
 Subjects: Statistics, Mathematics, Transportation Studies, Finance
 Key terms: match, discriminant, propensity, linear, estimate, uncorrelat, sample, score, population, variance, using, covariate, control, treat, variable, method, normal, approximation, observational, unit, rosenbaum
 CiteRank: 0.8471

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7.

 Goodness Criteria for TwoSample DistributionFree Tests
 C. B. Bell, J. M. Moser, Rory Thompson
 The Annals of Mathematical Statistics, Vol. 37, No. 1 (Feb., 1966), pp. 133142
 Subjects: Mathematics, Statistics
 Key terms: test, sample, waerden, doksum, statist, lemma, alternative, savage, distribution, mis, monotone, maximum, rosenbaum, reject, power, statistic, yate, proof, supremum, whitney, ranking, wilcoxon, chapman, probability
 CiteRank: 0.9254

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8.

 A TwoSample DistributionFree Test
 A. R. Kamat
 Biometrika, Vol. 43, No. 3/4 (Dec., 1956), pp. 377387
 Subjects: Mathematics, Statistics, Jewish Studies
 Key terms: distribution, limiting, percentage, standardize, upper, table, point, moment, sample, limit, lower, rosenbaum, obtain, finite, pearson, criterion, barton, symmetrical, analyst, correction, probability, pool
 CiteRank: 0.9292

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9.

 Some Applications of Sample Analogues to the Probability Integral Transformation and a Coverage Property
 Michael A. Fligner, Douglas A. Wolfe
 The American Statistician, Vol. 30, No. 2 (May, 1976), pp. 7885
 Subjects: Mathematics, Statistics, Transportation Studies
 Key terms: sample, prediction, distribution, interval, statistic, theorem, nonparametric, coverage, analogue, mathisen, random, probability, proof, corollary, obtain, arbitrary, lemma, property, rosenbaum, integral, median, transformation
 CiteRank: 0.9276

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10.

 Sensitivity to Exogeneity Assumptions in Program Evaluation
 Guido W. Imbens
 The American Economic Review, Vol. 93, No. 2, Papers and Proceedings of the One Hundred Fifteenth Annual Meeting of the American Economic Association, Washington, DC, January 35, 2003 (May, 2003), pp. 126132
 Subjects: Statistics, Finance, Management & Organizational Behavior, Population Studies
 Key terms: covariate, earnings, treatment, unobserv, sensitivity, exogeneity, nonexperimental, lalonde, average, assignment, heckman, assumption, partial, variation, outcome, sample, observe, rubin, trainee, rosenbaum, experimental, percent, analysis
 CiteRank: 0.807

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