Access Statistics for Guido Imbens

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Working Paper File Downloads Abstract Views
Last month 3 months 12 months Total Last month 3 months 12 months Total
A Causal Bootstrap 0 0 0 54 0 0 0 72
A Design-Based Perspective on Synthetic Control Methods 0 0 1 45 0 2 10 107
A Martingale Representation for Matching Estimators 0 0 0 99 0 0 1 333
A Martingale Representation for Matching Estimators 0 0 0 70 0 0 3 247
A New Approach to Generalized Method on Moments Estimation 0 0 0 0 1 1 4 566
AN EFFICIENT METHOD OF MOMENTS ESTIMATOR FOR DESCRETE CHOICE MODELS WITH CHOICE-BASED SAMPLING 0 0 0 0 0 0 1 641
AN EFFICIENT METHOD OF MOMENTS ESTIMATOR FOR DISCRETE CHOICE MODELS WITH CHOICE-BASED SAMPLING 0 0 0 0 0 0 2 521
An Efficient Method of Moments Estimator for Discrete Choice Models with Choice-Based Sampling 0 0 1 1 0 0 1 2
An Efficient Method of Moments Estimator for Discrete Choice Models with Choice-Based Sampling 0 0 1 4 1 2 3 34
An Empirical Model for Strategic Network Formation 0 0 2 51 0 0 6 195
An empirical model for strategic network formation 0 0 0 79 0 0 2 153
Approximate Residual Balancing: De-Biased Inference of Average Treatment Effects in High Dimensions 0 0 0 37 0 0 4 158
Average Causal Response with Variable Treatment Intensity 1 1 6 216 2 6 27 895
Average Causal Response with Variable Treatment Intensity 0 0 0 0 1 1 3 388
Average Causal Response with Variable Treatment Intensity 0 0 0 0 0 3 8 343
Average causal response with variable treatment intensity 0 0 0 5 0 1 3 89
Balancing, Regression, Difference-In-Differences and Synthetic Control Methods: A Synthesis 3 6 16 337 5 23 102 1,119
Better LATE Than Nothing: Some Comments on Deaton (2009) and Heckman and Urzua (2009) 0 0 3 358 0 3 9 979
Bias from Classical and Other Forms of Measurement Error 0 0 1 422 0 2 6 2,246
Case-Control Studies with Contaminated Controls 0 0 0 1 0 0 2 4
Case-Control Studies with Contaminated Controls 0 0 0 6 0 1 1 45
Case-Control Studies with Contaminated Controls 0 0 0 0 0 1 2 496
Case-Control Studies with Contaminated Controls 0 0 0 0 0 0 2 352
Causal Models for Longitudinal and Panel Data: A Survey 0 0 12 68 1 2 32 99
Causality in econometrics: methods in conversation with practice 0 1 12 190 1 3 28 253
Clustering, Spatial Correlations and Randomization Inference 1 1 1 80 1 1 2 231
Combining Micro and Macro Data in Microeconometric Models 0 0 0 0 0 1 4 805
Combining Panel Data Sets with Attrition and Refreshment Samples 0 0 0 274 0 1 4 1,334
Combining Panel Data Sets with Attrition and Refreshment Samples 0 0 0 322 0 0 1 6,833
Comments On: Understanding and Misunderstanding Randomized Controlled Trails by Cartwright and Deaton 0 2 4 160 2 4 7 258
Complementarity and Aggregate Implications of Assortative Matching: A Nonparametric Analysis 0 0 0 43 0 0 1 229
Confidence intervals for partially identified parameters 0 0 0 167 0 0 2 545
Controlling for Unmeasured Confounding in Panel Data Using Minimal Bridge Functions: From Two-Way Fixed Effects to Factor Models 0 0 1 35 0 1 6 81
Covariate Balancing Sensitivity Analysis for Extrapolating Randomized Trials across Locations 0 0 1 51 2 5 13 32
Dealing with Limited Overlap in Estimation of Average Treatment Effects 0 2 3 19 0 3 6 189
Dealing with Limited Overlap in Estimation of Average Treatment Effects 0 0 1 172 2 4 12 646
Design-Robust Two-Way-Fixed-Effects Regression For Panel Data 0 0 3 60 0 1 15 124
Design-based Analysis in Difference-In-Differences Settings with Staggered Adoption 0 2 3 139 5 8 20 474
Design-based Analysis in Difference-In-Differences Settings with Staggered Adoption 0 1 2 22 1 2 11 82
Design-based Analysis in Difference-In-Differences Settings with Staggered Adoption 1 2 2 63 1 4 10 124
Discrete Choice Models with Multiple Unobserved Choice Characteristics 0 0 1 301 0 1 3 604
Double and Single Descent in Causal Inference with an Application to High-Dimensional Synthetic Control 2 4 6 16 2 5 9 31
Double-Robust Identification for Causal Panel Data Models 0 1 1 26 0 3 7 90
Doubly Robust Identification for Causal Panel Data Models 0 0 0 47 0 0 2 157
Duration models with time-varying coefficients 0 0 0 2 0 0 0 17
Duration models with time-varying coefficients 0 0 0 0 0 1 2 2
EFFICIENT ESTIMATION AND STRATIFIED SAMPLING 0 0 0 1 0 0 1 1,477
Efficient Estimation and Stratified Sampling 0 0 0 0 0 1 1 1,331
Efficient Estimation of Average Treatment Effects Using the Estimated Propensity Score 0 1 11 553 2 8 36 1,311
Efficient Estimation of Average Treatment Effects Using the Estimated Propensity Score 0 1 1 903 1 3 6 2,431
Efficient Inference of Average Treatment Effects in High Dimensions via Approximate Residual Balancing 1 1 5 396 1 1 24 855
Efficient estimation and stratified sampling 0 0 0 12 1 1 31 164
Efficient estimation of choice-based sample methods with the method of moments 0 0 0 4 0 0 1 22
Efficient estimation of choice-based sample methods with the method of moments 0 0 0 0 0 0 2 6
Ensemble Methods for Causal Effects in Panel Data Settings 0 0 1 80 0 1 6 203
Ensemble Methods for Causal Effects in Panel Data Settings 0 0 0 21 0 0 0 66
Estimating Average Treatment Effects: Supplementary Analyses and Remaining Challenges 1 1 2 67 1 1 3 94
Estimating Treatment Effects using Multiple Surrogates: The Role of the Surrogate Score and the Surrogate Index 0 0 12 84 5 12 59 264
Estimating average treatment effects in Stata 0 2 6 2,480 1 5 17 5,646
Estimating the Effect of Unearned Income on Labor Supply, Earnings, Savings, and Consumption: Evidence from a Survey of Lottery Players 0 0 1 301 2 5 18 1,230
Estimating the effect of unearned income on labor supply, earnings, savings and consumption: Evidence from a survey of lottery players 0 0 1 5 0 0 6 16
Estimating the effect of unearned income on labor supply, earnings, savings and consumption: Evidence from a survey of lottery players 0 1 2 21 0 1 3 104
Estimation Considerations in Contextual Bandits 0 0 0 32 1 6 13 126
Evaluating the Cost of Conscription in the Netherlands 0 0 0 148 0 1 9 870
Evaluating the Cost of Conscription in the Netherlands 0 0 0 0 1 2 7 594
Evaluating the Differential Effects of Alternative Welfare-to-Work Training Components: A Re-Analysis of the California GAIN Program 0 0 0 105 0 1 2 506
Evolution and Rationality Some Recent Game-Theoretic Results. Identification and Estimation of Local Average Treatment Effects 0 0 0 0 0 0 2 297
Exact P-Values for Network Interference 0 0 0 17 0 0 1 24
Exact P-Values for Network Interference 0 0 0 55 0 0 1 64
Exact P-values for Network Interference 0 0 0 65 0 0 3 111
External Validity in Fuzzy Regression Discontinuity Designs 0 1 3 37 0 1 6 118
External Validity in Fuzzy Regression Discontinuity Designs 0 0 0 86 0 0 6 229
Finite Population Causal Standard Errors 0 0 1 144 0 1 7 318
Fixed Effects and the Generalized Mundlak Estimator 0 0 1 42 0 0 6 108
Hierarchical Bayes Models with Many Instrumental Variables 0 0 0 422 0 1 4 1,969
Hierarchical Bayes Models with Many Instrumental Variables 0 0 0 3 0 0 1 840
Hierarchical Bayes Models with Many Instrumental Variables 0 0 0 4 0 0 2 40
Identification and Efficiency Bounds for the Average Match Function under Conditionally Exogenous Matching 0 0 0 13 0 0 0 64
Identification and Estimation of Local Average Treatment Effects 1 3 7 570 3 13 38 1,897
Identification and Estimation of Triangular Simultaneous Equations Models Without Additivity 0 0 0 284 0 0 4 1,217
Identification and Estimation of Triangular Simultaneous Equations Models without Additivity 0 0 3 242 0 1 8 777
Identification and Inference With Many Invalid Instruments 0 0 1 14 0 0 8 100
Identification and Inference in Nonlinear Difference-In-Differences Models 1 1 1 820 3 4 15 2,630
Identification and Inference in Nonlinear Difference-in-Differences Models 1 1 5 101 2 2 8 356
Identification and Inference with Many Invalid Instruments 0 0 0 93 0 0 3 274
Identification and efficiency bounds for the average match function under conditionally exogenous matching 0 0 0 5 1 1 1 25
Identification of Causal Effects Using Instrumental Variables 0 1 7 1,426 1 4 21 2,848
Imposing Moment Restrictions from Auxiliary Data by Weighting 1 1 1 168 1 1 4 900
Information Theoretic Approaches to Inference in Moment Condition Models 0 0 0 0 0 0 1 384
Information Theoretic Approaches to Inference in Moment Condition Models 0 0 1 141 0 0 1 739
Information Theoretic Approaches to Inference in Movement Condition Models 0 0 0 0 0 0 0 337
Information theoretic approaches to inference in moment condition model 0 0 0 67 0 0 1 354
Instrumental Variables Estimates of the Effect of Subsidized Training on the Quantiles of Trainee Earnings 0 0 0 0 1 1 5 799
Instrumental Variables Estimation of Quantile Treatment Effects 0 0 0 489 0 0 4 1,931
Instrumental Variables: An Econometrician's Perspective 0 0 1 312 0 1 3 379
Instrumental Variables: An Econometrician's Perspective 0 0 2 68 1 4 7 181
Jackknife Instrumental Variables Estimation 0 0 3 533 0 1 7 2,546
Machine Learning Methods Economists Should Know About 1 1 8 157 1 1 23 268
Machine Learning Methods Economists Should Know About 1 5 17 887 3 12 67 849
Machine Learning for Estimating Heterogeneous Causal Effects 1 2 9 947 3 8 43 2,276
Matching Methods in Practice: Three Examples 0 0 0 196 0 0 6 283
Matching Methods in Practice: Three Examples 0 0 3 260 0 3 18 557
Matching methods for estimating treatment effects using Stata 0 0 6 912 2 3 16 1,687
Matching on the Estimated Propensity Score 0 1 2 556 2 4 14 1,346
Matrix Completion Methods for Causal Panel Data Models 1 1 2 129 2 5 16 441
Matrix Completion Methods for Causal Panel Data Models 0 0 0 37 0 2 8 189
Mean-square-error Calculations for Average Treatment Effects 0 0 0 265 0 0 2 3,043
Mean-squared-error Calculations for Average Treatment Effects 0 0 0 86 0 0 4 688
Measuring the Effects of Segregation in the Presence of Social Spillovers: A Nonparametric Approach 0 0 1 100 0 0 5 293
Moving the Goalposts: Addressing Limited Overlap in Estimation of Average Treatment Effects by Changing the Estimand 0 0 0 86 0 0 0 301
Moving the Goalposts: Addressing Limited Overlap in Estimation of Average Treatment Effects by Changing the Estimand 0 0 0 23 0 0 4 209
Moving the Goalposts: Addressing Limited Overlap in the Estimation of Average Treatment Effects by Changing the Estimand 0 0 1 135 0 1 11 490
Multiple Randomization Designs 0 1 3 66 1 3 14 92
Non-Parametric Demand Analysis with an Application to the Demand for Fish 0 0 0 292 1 2 3 1,268
Nonparametric Applications of Bayesian Inference 0 0 0 1 0 0 2 814
Nonparametric Applications of Bayesian Inference 0 0 0 246 0 0 3 748
Nonparametric Applications of Bayesian Inference 0 0 0 7 0 0 0 32
Nonparametric Estimation of Average Treatment Effects under Exogeneity: A Review 1 1 4 573 2 3 15 1,261
Nonparametric Tests for Treatment Effect Heterogeneity 0 0 0 36 0 0 1 216
Nonparametric Tests for Treatment Effect Heterogeneity 0 0 0 147 0 0 0 620
Nonparametric Tests for Treatment Effect Heterogeneity 0 0 0 12 1 1 2 116
Nonparametric Tests for Treatment Effect Heterogeneity 0 0 0 60 0 0 13 294
On the Failure of the Bootstrap for Matching Estimators 0 0 0 35 0 1 1 197
On the Failure of the Bootstrap for Matching Estimators 0 0 0 425 0 1 2 1,318
Optimal Bandwidth Choice for the Regression Discontinuity Estimator 0 0 0 100 1 1 6 371
Optimal Bandwidth Choice for the Regression Discontinuity Estimator 0 1 2 135 0 1 12 518
Optimal Experimental Design for Staggered Rollouts 0 0 0 0 3 3 14 273
Optimal Experimental Design for Staggered Rollouts 0 0 1 39 0 0 9 125
Optimal bandwidth choice for the regression discontinuity estimator 0 0 1 291 2 4 13 928
Potential Outcome and Directed Acyclic Graph Approaches to Causality: Relevance for Empirical Practice in Economics 0 0 2 60 1 2 9 203
Predicting the Efficacy of Future Training Programs Using Past Experiences 0 0 0 127 0 0 0 837
Propensity Score Matching and Subclassification in Observational Studies with Multi-level Treatments 0 0 2 44 0 2 9 61
Raking and Regression 0 0 0 0 0 1 2 400
Re-Employment Probabilities over the Business Cycle 0 0 0 55 0 0 1 425
Re-Employment Probabilities over the Business Cycle 0 0 0 67 0 0 0 304
Recent Developments in the Econometrics of Program Evaluation 1 2 7 187 1 3 20 574
Recent Developments in the Econometrics of Program Evaluation 2 2 3 886 3 5 21 2,138
Recent Developments in the Econometrics of Program Evaluation 0 0 3 364 3 6 17 824
Recent developments in the econometrics of program evaluation 0 1 1 333 0 2 6 865
Recursive Partitioning for Heterogeneous Causal Effects 0 1 3 67 1 3 21 267
Redefine Statistical Significance 0 0 2 1,189 1 4 12 1,872
Regression Discontinuity Designs: A Guide to Practice 0 1 5 1,054 2 5 20 2,586
Regression Discontinuity Designs: A Guide to Practice 1 1 4 1,241 3 6 14 3,200
Robust Inference for Misspecified Models Conditional on Covariates 0 0 0 48 1 2 4 206
Robust Standard Errors in Small Samples: Some Practical Advice 0 0 0 139 0 1 2 230
Sampling-Based vs. Design-Based Uncertainty in Regression Analysis 0 0 0 14 0 2 5 49
Sampling-based vs. Design-based Uncertainty in Regression Analysis 0 0 2 71 2 4 7 201
Semiparametric Applications of Bayesian Influence 0 0 0 0 0 1 6 247
Semiparametric Estimation of Treatment Effects in Observational Studies with Heterogeneous Partial Interference 0 0 1 32 0 0 6 79
Semiparametric Estimation of Treatment Effects in Randomized Experiments 0 0 1 18 0 1 5 59
Semiparametric Estimation of Treatment Effects in Randomized Experiments 0 0 1 36 1 2 5 33
Semiparametric Estimation of Treatment Effects in Randomized Experiments 0 0 0 4 0 0 4 15
Simple and Bias-Corrected Matching Estimators for Average Treatment Effects 0 1 6 1,416 3 10 25 3,723
Sources of Identifying Information in Evaluation Models 0 0 0 1 0 0 3 505
Sources of Identifying Information in Evaluation Models 0 0 3 315 3 5 11 1,269
Sources of Identifying Information in Evaluation Models 0 0 0 0 0 0 1 618
Sources of identifying information in evaluation models 0 0 0 3 0 0 0 36
Sources of identifying information in evaluation models 0 0 0 17 0 1 4 73
Standards for Regression Discontinuity Designs 0 0 2 80 0 1 11 282
Synthetic Difference In Differences 0 0 8 153 0 3 27 450
Synthetic Difference in Differences 2 5 16 171 4 20 80 798
The Analysis of Randomized Experiments with Missing Data 0 0 1 59 0 0 1 249
The Analysis of Randomized Experiments with Missing Data 0 0 0 2 1 1 3 25
The Econometrics of Randomized Experiments 2 2 19 246 5 7 63 660
The Experimental Selection Correction Estimator: Using Experiments to Remove Biases in Observational Estimates 2 3 3 3 4 9 9 9
The Long-Term Gains from GAIN A Re-Analysis of the Impacts of the California GAIN Program 0 0 0 1 0 1 1 39
The Long-Term Gains from GAIN: A Re-Analysis of the Impacts of the California GAIN Program 0 0 0 96 0 0 3 804
The Regression Discontinuity Design — Theory and Applications 0 0 2 44 0 1 4 141
The Role of the Propensity Score in Estimating Dose-Response Functions 1 3 16 885 3 7 36 2,559
The Role of the Propensity Score in Fixed Effect Models 0 0 1 20 0 1 3 72
The Role of the Propensity Score in Fixed Effect Models 0 0 2 45 0 2 19 268
The State of Applied Econometrics - Causality and Policy Evaluation 0 0 0 147 0 2 5 234
The Surrogate Index: Combining Short-Term Proxies to Estimate Long-Term Treatment Effects More Rapidly and Precisely 3 4 12 89 4 13 76 377
Using Experiments to Correct for Selection in Observational Studies 0 1 6 88 2 8 37 199
Using Multiple Outcomes to Adjust Standard Errors for Spatial Correlation 1 1 1 1 1 4 4 4
Using Wasserstein Generative Adversarial Networks for the Design of Monte Carlo Simulations 0 0 0 62 0 0 7 102
Using Wasserstein Generative Adversarial Networks for the Design of Monte Carlo Simulations 0 0 0 23 0 0 4 74
When Should You Adjust Standard Errors for Clustering? 0 1 2 221 1 6 20 1,413
When Should You Adjust Standard Errors for Clustering? 1 2 4 107 3 8 25 271
When Should You Adjust Standard Errors for Clustering? 0 1 2 94 1 3 5 189
Why High-order Polynomials Should not be Used in Regression Discontinuity Designs 0 5 9 303 4 12 19 751
Why ask Why? Forward Causal Inference and Reverse Causal Questions 1 1 6 137 3 5 22 382
Total Working Papers 36 89 381 33,582 142 422 1,893 117,759


Journal Article File Downloads Abstract Views
Last month 3 months 12 months Total Last month 3 months 12 months Total
A Martingale Representation for Matching Estimators 0 0 0 38 0 0 3 230
A Measure of Robustness to Misspecification 0 0 1 61 1 2 9 258
An Efficient Method of Moments Estimator for Discrete Choice Models with Choice-Based Sampling 0 0 2 313 0 1 4 1,155
Approximate residual balancing: debiased inference of average treatment effects in high dimensions 0 0 3 29 1 2 11 184
Better LATE Than Nothing: Some Comments on Deaton (2009) and Heckman and Urzua (2009) 0 1 5 438 1 2 12 1,470
Bias from Classical and Other Forms of Measurement Error 0 0 0 0 0 1 3 794
Bias-Corrected Matching Estimators for Average Treatment Effects 0 1 8 64 4 8 32 381
Bias-Corrected Matching Estimators for Average Treatment Effects 0 0 2 234 0 2 11 675
Book Review Feature: Public Policy in an Uncertain World: By Charles F. Manski (Cambridge, MA: Harvard University Press. 2013, pp. 224, $39.95. ISBN: 978‐0674066892) 0 0 0 43 0 0 1 178
Case-control studies with contaminated controls 0 0 0 101 0 0 6 273
Choosing instrumental variables in conditional moment restriction models 0 0 0 88 0 0 2 268
Clustering, Spatial Correlations, and Randomization Inference 0 0 0 43 0 0 1 191
Combining Micro and Macro Data in Microeconometric Models 1 2 11 302 3 8 25 786
Combining Panel Data Sets with Attrition and Refreshment Samples 0 0 0 108 0 1 4 442
Comment on James J. Heckman, "Instrumental Variables: A Study of Implicit Behavioral Assumptions Used in Making Program Evaluations" 0 0 1 39 1 1 7 209
Comment on: “The Blessings of Multiple Causes” by Yixin Wang and David M. Blei 0 0 1 19 0 0 3 55
Complementarity and aggregate implications of assortative matching: A nonparametric analysis 0 0 0 16 4 4 4 121
Confidence Intervals for Partially Identified Parameters 0 0 0 483 0 0 0 1,209
Confidence intervals in generalized method of moments models 0 0 0 51 0 1 2 204
DISCRETE CHOICE MODELS WITH MULTIPLE UNOBSERVED CHOICE CHARACTERISTICS 0 0 0 64 0 0 2 209
Dealing with limited overlap in estimation of average treatment effects 0 2 10 105 1 8 28 387
Design-based analysis in Difference-In-Differences settings with staggered adoption 2 9 36 117 5 32 137 489
Efficient Estimation of Average Treatment Effects Using the Estimated Propensity Score 0 0 0 578 0 8 37 1,775
Efficient estimation and stratified sampling 0 0 1 226 0 3 5 674
Empirical likelihood estimation and consistent tests with conditional moment restrictions 0 0 1 227 0 1 4 479
Ensemble Methods for Causal Effects in Panel Data Settings 0 0 1 26 0 0 2 97
Estimating Average Treatment Effects: Supplementary Analyses and Remaining Challenges 1 1 3 42 3 3 10 196
Estimating Outcome Distributions for Compliers in Instrumental Variables Models 0 0 1 180 0 2 7 487
Estimating the Effect of Unearned Income on Labor Earnings, Savings, and Consumption: Evidence from a Survey of Lottery Players 0 2 13 448 2 9 44 1,652
Estimation of the Conditional Variance in Paired Experiments 0 0 0 11 3 4 7 70
Estimations of Limited Dependent Variable Models with Dummy Endogenous Regressors: Simple Strategies for Empirical Practice: Comment 0 0 0 0 0 1 1 572
Evaluating the Cost of Conscription in The Netherlands 0 0 0 0 3 10 30 1,033
Evaluating the Differential Effects of Alternative Welfare-to-Work Training Components: A Reanalysis of the California GAIN Program 1 1 1 109 1 1 6 423
Exact p-Values for Network Interference 0 0 1 10 0 0 5 48
External Validity in Fuzzy Regression Discontinuity Designs 0 2 6 43 2 7 26 167
Generalized Method of Moments and Empirical Likelihood 0 0 0 0 1 2 7 705
Identification and Efficiency Bounds for the Average Match Function Under Conditionally Exogenous Matching 0 0 1 4 0 0 4 20
Identification and Estimation of Local Average Treatment Effects 2 11 23 1,378 11 52 118 3,984
Identification and Estimation of Triangular Simultaneous Equations Models Without Additivity 0 0 3 152 0 0 9 396
Identification and Inference With Many Invalid Instruments 1 1 2 32 1 1 14 192
Identification and Inference in Nonlinear Difference-in-Differences Models 1 2 6 463 2 6 29 1,264
Implementing matching estimators for average treatment effects in Stata 0 2 6 1,311 2 9 39 2,920
Imposing Moment Restrictions From Auxiliary Data By Weighting 0 0 10 158 2 6 30 568
Inference for Misspecified Models With Fixed Regressors 0 0 0 10 0 0 1 70
Information Theoretic Approaches to Inference in Moment Condition Models 0 0 0 1 0 0 4 377
Instrumental Variables Estimates of the Effect of Subsidized Training on the Quantiles of Trainee Earnings 0 0 0 295 0 2 14 1,082
Instrumental variable estimation of nonseparable models 0 0 0 173 0 0 0 355
Jackknife Instrumental Variables Estimation 1 2 6 352 3 6 17 1,425
Large Sample Properties of Matching Estimators for Average Treatment Effects 1 1 15 509 6 14 69 1,620
Machine Learning Methods That Economists Should Know About 5 19 72 291 15 50 206 728
Matched Sampling for Causal Effects by Donald B. Rubin 0 0 0 122 0 1 1 255
Matching Methods in Practice: Three Examples 2 3 10 375 4 13 50 1,038
Matching on the Estimated Propensity Score 0 0 3 78 0 5 21 398
Matrix Completion Methods for Causal Panel Data Models 0 0 2 21 3 4 14 63
Nonparametric Applications of Bayesian Inference 0 0 0 2 0 1 8 472
Nonparametric Estimation of Average Treatment Effects Under Exogeneity: A Review 1 3 20 720 9 16 69 1,819
Nonparametric Tests for Treatment Effect Heterogeneity 0 0 2 192 0 2 12 558
On the Failure of the Bootstrap for Matching Estimators 0 1 3 256 0 2 10 864
One-Step Estimators for Over-Identified Generalized Method of Moments Models 0 1 4 152 0 1 7 448
Optimal Bandwidth Choice for the Regression Discontinuity Estimator 3 6 12 788 12 27 64 2,663
Optimal stock/flow panels 1 1 1 15 1 1 1 87
Optimized Regression Discontinuity Designs 2 3 11 134 3 7 22 406
Potential Outcome and Directed Acyclic Graph Approaches to Causality: Relevance for Empirical Practice in Economics 0 1 6 84 2 4 21 249
Predicting the efficacy of future training programs using past experiences at other locations 0 1 3 114 1 2 9 378
Propensity score matching and subclassification in observational studies with multi‐level treatments 0 0 3 9 0 1 7 52
Random Effects Estimators with many Instrumental Variables 0 0 0 156 0 0 3 593
Re-employment probabilities over the business cycle 0 0 2 45 0 0 3 252
Recent Developments in the Econometrics of Program Evaluation 1 3 28 901 4 13 79 2,526
Redefine statistical significance 1 2 18 24 5 10 75 116
Regression discontinuity designs: A guide to practice 3 4 30 1,894 6 19 98 5,183
Rejoinder 0 0 0 19 0 0 2 54
Robust Standard Errors in Small Samples: Some Practical Advice 1 2 8 98 2 6 22 431
Robust, accurate confidence intervals with a weak instrument: quarter of birth and education 0 0 1 36 0 1 6 173
Sampling‐Based versus Design‐Based Uncertainty in Regression Analysis 1 2 2 41 1 4 11 183
Sensitivity to Exogeneity Assumptions in Program Evaluation 1 1 4 209 1 1 10 503
Social Networks and the Identification of Peer Effects 0 2 8 121 2 6 19 273
Special issue editors' introduction: The regression discontinuity design--Theory and applications 0 0 1 230 0 0 9 513
Statistical Significance, p-Values, and the Reporting of Uncertainty 0 0 1 33 1 1 7 129
Synthetic Difference-in-Differences 4 20 73 423 13 41 180 1,076
The Interpretation of Instrumental Variables Estimators in Simultaneous Equations Models with an Application to the Demand for Fish 1 3 12 59 1 5 18 1,289
The State of Applied Econometrics: Causality and Policy Evaluation 0 2 8 254 7 18 43 857
Transition Models in a Non-stationary Environment 0 0 0 37 0 0 1 238
Why High-Order Polynomials Should Not Be Used in Regression Discontinuity Designs 2 10 35 106 16 47 158 533
Total Journal Articles 40 130 563 17,533 172 529 2,112 58,219


Software Item File Downloads Abstract Views
Last month 3 months 12 months Total Last month 3 months 12 months Total
NNMATCH: Stata module to compute nearest-neighbor bias-corrected estimators 3 6 40 4,648 12 33 198 17,647
Total Software Items 3 6 40 4,648 12 33 198 17,647


Statistics updated 2025-07-04