Access Statistics for Matias D. Cattaneo

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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 Guide to Regression Discontinuity Designs in Medical Applications 1 1 1 40 1 1 4 17
A Practical Introduction to Regression Discontinuity Designs: Extensions 1 2 4 33 2 4 9 36
A Practical Introduction to Regression Discontinuity Designs: Foundations 1 10 26 138 3 17 58 427
A Random Attention Model 0 0 0 51 0 0 1 107
A Random Attention Model 0 0 0 6 0 0 1 29
Alternative Asymptotics and the Partially Linear Model with Many Regressors 0 0 0 67 0 0 0 133
Alternative Asymptotics and the Partially Linear Model with Many Regressors 0 0 0 0 0 0 0 14
Alternative asymptotics and the partially linear model with many regressors 0 0 0 0 0 0 1 1
Alternative asymptotics and the partially linear model with many regressors 0 0 0 0 0 0 0 53
Analysis of Regression Discontinuity Designs with Multiple Cutoffs or Multiple Scores 0 0 0 30 1 1 3 87
Attention Overload 0 1 1 21 0 1 2 18
Average Density Estimators: Efficiency and Bootstrap Consistency 0 0 0 21 0 2 2 25
Beta-Sorted Portfolios 0 0 1 24 0 2 7 53
Beta-Sorted Portfolios 0 0 2 3 0 0 3 13
Beta-sorted portfolios 0 1 1 1 0 2 2 2
Binscatter Regressions 0 1 14 43 1 5 38 182
Bootstrap-Assisted Inference for Generalized Grenander-type Estimators 0 0 0 13 0 2 4 15
Bootstrap-Based Inference for Cube Root Asymptotics 0 0 0 16 0 0 0 42
Bootstrap-Based Inference for Cube Root Consistent Estimators 0 0 0 2 0 0 0 18
Bootstrapping Density-Weighted Average Derivatives 0 0 0 18 0 0 0 90
Bootstrapping Kernel-Based Semiparametric Estimators 0 0 0 67 0 0 0 74
Bootstrapping density-weighted average derivatives 0 0 0 16 1 1 1 109
Bootstrap‐Based Inference for Cube Root Asymptotics 0 0 0 0 0 0 0 6
Boundary Adaptive Local Polynomial Conditional Density Estimators 0 0 1 10 0 1 2 11
Characteristic-Sorted Portfolios: Estimation and Inference 0 0 0 8 0 0 0 53
Characteristic-Sorted Portfolios: Estimation and Inference 0 0 0 41 1 1 1 92
Context-Dependent Heterogeneous Preferences: A Comment on Barseghyan and Molinari (2023) 0 0 1 2 0 0 1 2
Context-Dependent Heterogeneous Preferences: A Comment on Barseghyan and Molinari (2023) 0 0 0 5 0 0 0 1
Covariate Adjustment in Regression Discontinuity Designs 0 0 1 25 0 3 12 44
Coverage Error Optimal Confidence Intervals for Local Polynomial Regression 0 0 0 33 1 1 1 72
Extrapolating Treatment Effects in Multi-Cutoff Regression Discontinuity Designs 0 0 1 60 0 0 1 122
Generalized Jackknife Estimators of Weighted Average Derivatives 0 0 0 0 1 1 1 4
Generalized Jackknife Estimators of Weighted Average Derivatives 0 0 0 29 0 0 1 82
Higher-order Refinements of Small Bandwidth Asymptotics for Density-Weighted Average Derivative Estimators 0 0 0 12 0 2 3 8
Housing, Health and Happiness 0 0 3 182 2 3 9 574
Housing, health, and happiness 0 0 2 388 0 3 14 1,181
Inference in Linear Regression Models with Many Covariates and Heteroscedasticity 0 0 1 5 0 0 2 21
Inference in Linear Regression Models with Many Covariates and Heteroskedasticity 0 0 1 3 1 1 2 52
Inference in linear regression models with many covariates and heteroskedasticity 0 0 1 1 1 1 5 7
Inference in linear regression models with many covariates and heteroskedasticity 0 0 0 50 0 1 1 96
Large Sample Properties of Partitioning-Based Series Estimators 0 0 0 39 0 1 5 29
Local Regression Distribution Estimators 0 0 0 17 0 0 0 22
Local regression distribution estimators 0 0 0 0 0 0 1 8
Local regression distribution estimators 0 0 1 3 0 0 1 11
Nonlinear Binscatter Methods 0 0 2 2 0 1 2 2
Nonlinear Binscatter Methods 0 0 5 5 0 1 6 6
On Binscatter 0 0 1 27 1 1 7 73
On Rosenbaum's Rank-based Matching Estimator 0 0 0 4 0 2 2 5
On binscatter 0 0 2 2 1 1 6 6
On binscatter 0 0 2 22 1 1 7 95
On binscatter: binscatter plots 0 0 0 0 1 1 3 3
On the Effect of Bias Estimation on Coverage Accuracy in Nonparametric Inference 0 0 1 10 0 0 2 60
Optimal Bandwidth Choice for Robust Bias Corrected Inference in Regression Discontinuity Designs 1 1 3 55 2 5 19 214
Optimal Inference for Instrumental Variables Regression with non-Gaussian Errors 0 0 0 37 0 0 1 156
Prediction Intervals for Synthetic Control Methods 0 0 0 5 0 1 3 32
Regression Discontinuity Designs 0 0 1 58 3 6 17 71
Regression Discontinuity Designs Using Covariates 0 0 4 66 0 0 6 122
Robust Data-Driven Inference for Density-Weighted Average Derivatives 0 0 0 22 0 0 0 89
Robust Inference in Regression-Discontinuity Designs 0 0 2 67 1 2 11 288
SMALL BANDWIDTH ASYMPTOTICS FOR DENSITY-WEIGHTED AVERAGE DERIVATIVES 0 0 0 0 0 0 0 2
Simple Local Polynomial Density Estimators 0 0 0 16 0 1 3 63
Simple Local Polynomial Density Estimators 0 0 1 10 0 1 6 68
Simple Local Polynomial Density Estimators 0 2 2 15 0 3 14 51
Small Bandwidth Asymptotics for Density-Weighted Average Derivatives 0 0 0 23 0 0 0 122
Strong Approximations for Empirical Processes Indexed by Lipschitz Functions 0 0 21 21 0 2 58 58
The Regression Discontinuity Design 0 0 0 58 0 0 5 94
Treatment Effects with Many Covariates and Heteroskedasticity 0 0 0 22 0 1 4 53
Treatment effects with many covariates and heteroskedasticity 0 0 0 5 1 1 1 46
Treatment effects with many covariates and heteroskedasticity 0 0 0 0 0 0 2 3
Two-Step Estimation and Inference with Possibly Many Included Covariates 0 0 0 1 0 0 1 8
Two-Step Estimation and Inference with Possibly Many Included Covariates 0 0 0 16 0 0 0 37
Two-Step Estimation and Inference with Possibly Many Included Covariates 0 0 0 1 1 1 1 22
Uncertainty Quantification in Synthetic Controls with Staggered Treatment Adoption 0 0 1 20 1 3 14 27
Uniform Estimation and Inference for Nonparametric Partitioning-Based M-Estimators 0 0 4 4 0 1 6 6
Yurinskii's Coupling for Martingales 0 0 0 11 0 1 2 15
lpdensity: Local Polynomial Density Estimation and Inference 0 0 1 28 0 0 6 69
lspartition: Partitioning-Based Least Squares Regression 0 0 0 2 0 1 1 20
nprobust: Nonparametric Kernel-Based Estimation and Robust Bias-Corrected Inference 0 0 1 9 1 1 3 24
rdlocrand: a Stata Package for Inference in Regression Discontinuity Designs under Local Randomizati 0 1 8 181 2 5 38 590
scpi: Uncertainty Quantification for Synthetic Control Methods 2 3 6 19 4 7 22 54
Total Working Papers 6 23 131 2,367 36 108 478 6,697

Journal Article File Downloads Abstract Views
Last month 3 months 12 months Total Last month 3 months 12 months Total
A Random Attention Model 0 0 0 16 1 4 8 119
A martingale decomposition for quadratic forms of Markov chains (with applications) 0 0 0 8 0 0 3 49
ALTERNATIVE ASYMPTOTICS AND THE PARTIALLY LINEAR MODEL WITH MANY REGRESSORS 0 0 0 5 0 0 0 27
AVERAGE DENSITY ESTIMATORS: EFFICIENCY AND BOOTSTRAP CONSISTENCY 0 0 0 0 1 1 2 4
Analysis of regression-discontinuity designs with multiple cutoffs or multiple scores 0 0 3 37 1 5 22 156
BOOTSTRAPPING DENSITY-WEIGHTED AVERAGE DERIVATIVES 0 0 0 11 0 0 0 71
Bootstrap‐Based Inference for Cube Root Asymptotics 0 0 0 3 0 0 2 28
Characteristic-Sorted Portfolios: Estimation and Inference 0 0 2 15 1 4 17 110
Comment 0 0 0 3 0 0 0 23
Comparing Inference Approaches for RD Designs: A Reexamination of the Effect of Head Start on Child Mortality 0 0 2 19 0 1 3 54
Context-Dependent Heterogeneous Preferences: A Comment on Barseghyan and Molinari (2023) 0 0 0 0 0 0 0 1
Econometric Methods for Program Evaluation 2 3 17 155 8 17 66 522
Efficient semiparametric estimation of multi-valued treatment effects under ignorability 2 9 35 598 5 15 83 1,454
Estimation of multivalued treatment effects under conditional independence 1 1 8 158 1 1 18 435
Extrapolating Treatment Effects in Multi-Cutoff Regression Discontinuity Designs 0 0 0 1 0 2 3 15
Generalized Jackknife Estimators of Weighted Average Derivatives 0 0 0 1 0 0 1 33
Housing, Health, and Happiness 1 1 8 252 1 3 20 814
Inference in Linear Regression Models with Many Covariates and Heteroscedasticity 0 0 0 3 0 0 2 24
Inference in regression discontinuity designs under local randomization 0 0 1 62 1 1 9 228
Introduction to the Special Section on Synthetic Control Methods 0 0 0 9 1 2 3 19
Kernel†Based Semiparametric Estimators: Small Bandwidth Asymptotics and Bootstrap Consistency 0 0 1 5 0 0 2 55
Local regression distribution estimators 0 0 0 0 1 2 6 6
Manipulation testing based on density discontinuity 0 0 9 178 2 3 28 642
On Binscatter 0 3 11 11 2 9 45 45
On the Effect of Bias Estimation on Coverage Accuracy in Nonparametric Inference 0 0 0 8 0 1 7 53
Optimal Data-Driven Regression Discontinuity Plots 1 2 5 31 2 4 10 101
Optimal bandwidth choice for robust bias-corrected inference in regression discontinuity designs 1 2 4 4 2 4 8 10
Optimal convergence rates, Bahadur representation, and asymptotic normality of partitioning estimators 0 0 0 35 1 2 4 124
Optimal inference for instrumental variables regression with non-Gaussian errors 0 0 0 13 0 0 0 110
Power calculations for regression-discontinuity designs 0 0 4 31 1 2 14 141
Prediction Intervals for Synthetic Control Methods 1 1 1 5 1 1 7 26
Randomization Inference in the Regression Discontinuity Design: An Application to Party Advantages in the U.S. Senate 2 6 10 10 5 13 35 35
Regression Discontinuity Designs 2 4 17 37 6 8 40 96
Regression Discontinuity Designs Using Covariates 0 4 23 124 4 15 68 532
Rejoinder 0 0 0 0 0 0 0 15
Robust Data-Driven Inference for Density-Weighted Average Derivatives 0 0 0 10 1 1 1 77
Robust Nonparametric Confidence Intervals for Regression‐Discontinuity Designs 1 2 6 65 3 11 36 425
Robust data-driven inference in the regression-discontinuity design 1 5 20 248 4 15 43 849
SMALL BANDWIDTH ASYMPTOTICS FOR DENSITY-WEIGHTED AVERAGE DERIVATIVES 0 0 0 7 0 1 1 47
Simple Local Polynomial Density Estimators 0 5 22 47 1 10 46 148
Two-Step Estimation and Inference with Possibly Many Included Covariates 0 0 0 6 0 0 1 75
rdrobust: Software for regression-discontinuity designs 2 3 16 355 5 15 52 1,061
Total Journal Articles 17 51 225 2,586 62 173 716 8,859

Chapter File Downloads Abstract Views
Last month 3 months 12 months Total Last month 3 months 12 months Total
Efficient Estimation of the Dose–Response Function Under Ignorability Using Subclassification on the Covariates 0 0 0 0 1 1 1 1
multi-valued treatment effects 1 3 4 78 1 4 12 236
Total Chapters 1 3 4 78 2 5 13 237

Software Item File Downloads Abstract Views
Last month 3 months 12 months Total Last month 3 months 12 months Total
LPDENSITY: Stata module to perform Local Polynomial Density Estimation and Inference 0 2 6 31 2 10 29 148
POPARMS: Stata module for potential outcome parameter estimation 2 4 9 273 4 12 47 1,211
RDDENSITY: Stata module to perform Manipulation Testing Using Local Polynomial Density Estimation 1 4 12 80 5 13 90 530
RDROBUST: Stata module to provide robust data-driven inference in the regression-discontinuity design 6 18 74 873 25 84 368 4,414
Total Software Items 9 28 101 1,257 36 119 534 6,303

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Statistics updated 2025-03-03