Access Statistics for Matias D. Cattaneo

Author contact details at EconPapers.

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 0 0 1 43 0 3 25 44
A Practical Introduction to Regression Discontinuity Designs: Extensions 0 0 5 38 0 0 38 78
A Practical Introduction to Regression Discontinuity Designs: Foundations 0 4 17 165 1 10 59 507
A Random Attention Model 0 0 0 51 0 1 14 121
A Random Attention Model 0 0 1 7 0 0 5 34
Accuracy Limits of Causal Trees for Individualized Treatment Effects 0 0 21 21 2 3 29 29
Alternative Asymptotics and the Partially Linear Model with Many Regressors 0 0 0 67 1 1 15 148
Alternative Asymptotics and the Partially Linear Model with Many Regressors 0 0 0 0 0 2 12 27
Alternative asymptotics and the partially linear model with many regressors 0 0 0 0 1 3 12 13
Alternative asymptotics and the partially linear model with many regressors 0 0 1 1 0 2 17 70
Analysis of Regression Discontinuity Designs with Multiple Cutoffs or Multiple Scores 0 0 3 33 0 2 22 111
Attention Overload 0 0 0 22 0 0 11 30
Average Density Estimators: Efficiency and Bootstrap Consistency 0 0 0 21 1 1 4 30
Beta-Sorted Portfolios 0 0 0 3 0 0 15 28
Beta-Sorted Portfolios 0 0 0 24 0 0 10 64
Beta-sorted portfolios 0 0 1 2 1 1 10 14
Binscatter Regressions 0 0 0 45 1 2 26 218
Bootstrap-Assisted Inference for Generalized Grenander-type Estimators 0 0 0 13 0 3 7 22
Bootstrap-Based Inference for Cube Root Asymptotics 0 0 0 16 0 0 12 54
Bootstrap-Based Inference for Cube Root Consistent Estimators 0 0 0 2 0 2 10 28
Bootstrapping Density-Weighted Average Derivatives 0 0 0 18 0 0 13 103
Bootstrapping Kernel-Based Semiparametric Estimators 0 0 0 67 0 1 9 83
Bootstrapping density-weighted average derivatives 0 0 0 16 0 0 10 121
Bootstrap‐Based Inference for Cube Root Asymptotics 0 0 0 0 0 1 8 15
Boundary Adaptive Local Polynomial Conditional Density Estimators 0 0 0 10 1 1 16 27
Boundary Discontinuity Designs: Theory and Practice 0 1 9 9 1 4 33 33
Characteristic-Sorted Portfolios: Estimation and Inference 0 0 0 8 0 0 8 63
Characteristic-Sorted Portfolios: Estimation and Inference 0 0 1 42 0 0 10 102
Context-Dependent Heterogeneous Preferences: A Comment on Barseghyan and Molinari (2023) 0 0 0 2 0 0 5 7
Context-Dependent Heterogeneous Preferences: A Comment on Barseghyan and Molinari (2023) 0 0 0 5 0 1 8 9
Continuity of the Distribution Function of the argmax of a Gaussian Process 0 0 0 9 0 1 17 25
Covariate Adjustment in Regression Discontinuity Designs 0 0 2 27 1 3 23 72
Coverage Error Optimal Confidence Intervals for Local Polynomial Regression 0 0 0 33 0 0 16 90
Estimation and Inference in Boundary Discontinuity Designs: Distance-Based Methods 0 0 15 15 0 0 13 13
Estimation and Inference in Boundary Discontinuity Designs: Location-Based Methods 0 0 1 15 1 1 19 25
Extrapolating Treatment Effects in Multi-Cutoff Regression Discontinuity Designs 0 0 1 62 0 1 20 147
Generalized Jackknife Estimators of Weighted Average Derivatives 0 0 0 29 0 1 9 91
Generalized Jackknife Estimators of Weighted Average Derivatives 0 0 0 0 0 0 6 11
Higher-order Refinements of Small Bandwidth Asymptotics for Density-Weighted Average Derivative Estimators 0 0 0 12 0 0 5 14
Housing, Health and Happiness 0 1 3 185 0 1 24 602
Housing, health, and happiness 0 0 0 388 0 0 15 1,198
Inference in Linear Regression Models with Many Covariates and Heteroscedasticity 0 0 0 5 0 0 6 29
Inference in Linear Regression Models with Many Covariates and Heteroskedasticity 0 0 0 3 0 1 9 61
Inference in linear regression models with many covariates and heteroskedasticity 0 0 0 1 0 1 13 20
Inference in linear regression models with many covariates and heteroskedasticity 0 0 0 51 0 3 13 111
Large Sample Properties of Partitioning-Based Series Estimators 0 0 0 39 0 0 10 39
Leveraging Covariates in Regression Discontinuity Designs 0 0 9 9 1 1 14 14
Local Regression Distribution Estimators 0 0 0 18 1 1 38 61
Local regression distribution estimators 0 0 0 0 0 2 10 19
Local regression distribution estimators 0 0 0 3 0 1 11 22
Nonlinear Binscatter Methods 0 0 3 8 0 7 32 39
Nonlinear Binscatter Methods 0 0 0 2 1 1 16 19
On Binscatter 0 0 1 28 0 0 17 92
On Rosenbaum's Rank-based Matching Estimator 0 0 0 4 1 2 10 15
On binscatter 0 0 0 22 1 4 23 119
On binscatter 0 1 2 5 0 1 18 29
On binscatter: binscatter plots 0 0 2 2 0 0 17 22
On the Effect of Bias Estimation on Coverage Accuracy in Nonparametric Inference 0 0 0 10 0 0 17 77
Optimal Bandwidth Choice for Robust Bias Corrected Inference in Regression Discontinuity Designs 0 0 8 68 3 4 64 300
Optimal Inference for Instrumental Variables Regression with non-Gaussian Errors 0 0 1 38 0 0 15 171
Prediction Intervals for Synthetic Control Methods 0 0 0 5 0 1 11 43
Regression Discontinuity Designs 0 0 2 63 1 7 71 155
Regression Discontinuity Designs Using Covariates 0 2 4 70 0 2 21 145
Robust Data-Driven Inference for Density-Weighted Average Derivatives 0 0 0 22 0 1 23 112
Robust Inference for Convex Pairwise Difference Estimators 0 0 3 3 0 0 7 7
Robust Inference for the Direct Average Treatment Effect with Treatment Assignment Interference 0 0 1 6 0 0 12 17
Robust Inference in Regression-Discontinuity Designs 0 0 0 68 0 0 15 306
SMALL BANDWIDTH ASYMPTOTICS FOR DENSITY-WEIGHTED AVERAGE DERIVATIVES 0 0 0 0 0 1 9 12
Simple Local Polynomial Density Estimators 0 0 0 11 0 0 5 75
Simple Local Polynomial Density Estimators 0 0 0 15 0 0 14 69
Simple Local Polynomial Density Estimators 0 0 0 16 0 1 22 85
Small Bandwidth Asymptotics for Density-Weighted Average Derivatives 0 0 0 23 0 0 8 130
Strong Approximations for Empirical Processes Indexed by Lipschitz Functions 0 0 2 23 0 2 11 70
The Regression Discontinuity Design 0 1 2 61 0 5 23 120
The Regression Discontinuity Design in Medical Science 0 0 0 0 1 1 11 11
Treatment Effect Heterogeneity in Regression Discontinuity Designs 0 0 2 43 0 3 33 140
Treatment Effects with Many Covariates and Heteroskedasticity 0 0 0 22 1 1 15 68
Treatment effects with many covariates and heteroskedasticity 0 0 0 0 0 0 10 13
Treatment effects with many covariates and heteroskedasticity 0 0 0 5 0 1 16 62
Two-Step Estimation and Inference with Possibly Many Included Covariates 0 0 0 16 1 1 18 56
Two-Step Estimation and Inference with Possibly Many Included Covariates 0 0 0 1 0 1 15 24
Two-Step Estimation and Inference with Possibly Many Included Covariates 0 0 1 2 0 0 7 31
Uncertainty Quantification in Synthetic Controls with Staggered Treatment Adoption 0 0 1 21 1 1 16 46
Uniform Estimation and Inference for Nonparametric Partitioning-Based M-Estimators 0 0 0 4 0 0 15 22
Yurinskii's Coupling for Martingales 0 0 1 12 0 1 14 31
lpdensity: Local Polynomial Density Estimation and Inference 0 0 0 28 0 0 11 82
lspartition: Partitioning-Based Least Squares Regression 0 0 0 2 0 1 5 25
nprobust: Nonparametric Kernel-Based Estimation and Robust Bias-Corrected Inference 1 1 3 12 1 3 11 35
rd2d: Causal Inference in Boundary Discontinuity Designs 0 0 0 0 1 3 23 23
rdhte: Conditional Average Treatment Effects in RD Designs 0 0 0 0 0 2 11 11
rdlocrand: a Stata Package for Inference in Regression Discontinuity Designs under Local Randomizati 0 1 5 187 5 10 36 635
scpi: Uncertainty Quantification for Synthetic Control Methods 0 0 1 24 0 1 18 82
Total Working Papers 1 12 136 2,607 32 131 1,530 8,523

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 3 19 1 5 22 147
A martingale decomposition for quadratic forms of Markov chains (with applications) 0 0 0 8 2 2 9 58
ALTERNATIVE ASYMPTOTICS AND THE PARTIALLY LINEAR MODEL WITH MANY REGRESSORS 0 0 0 5 0 0 14 41
AVERAGE DENSITY ESTIMATORS: EFFICIENCY AND BOOTSTRAP CONSISTENCY 0 0 0 0 1 1 12 16
Analysis of regression-discontinuity designs with multiple cutoffs or multiple scores 0 0 5 43 1 5 38 198
BOOTSTRAPPING DENSITY-WEIGHTED AVERAGE DERIVATIVES 0 0 0 11 1 2 11 83
Binscatter regressions 0 1 3 5 1 6 34 43
Bootstrap‐Based Inference for Cube Root Asymptotics 0 0 0 3 0 0 15 44
Characteristic-Sorted Portfolios: Estimation and Inference 0 1 3 18 3 6 28 142
Comment 0 0 0 3 0 0 6 29
Comparing Inference Approaches for RD Designs: A Reexamination of the Effect of Head Start on Child Mortality 0 0 2 21 1 1 15 71
Context-Dependent Heterogeneous Preferences: A Comment on Barseghyan and Molinari (2023) 0 0 0 0 1 1 11 12
Continuity of the Distribution Function of the argmax of a Gaussian Process 0 0 0 0 2 5 5 5
Econometric Methods for Program Evaluation 0 2 5 165 3 8 31 562
Efficient semiparametric estimation of multi-valued treatment effects under ignorability 1 3 5 603 1 3 37 1,496
Estimation and inference in boundary discontinuity designs: Distance-based methods 0 0 0 0 0 0 0 0
Estimation of multivalued treatment effects under conditional independence 0 0 1 161 1 2 23 468
Extrapolating Treatment Effects in Multi-Cutoff Regression Discontinuity Designs 0 0 0 1 1 1 11 26
Generalized Jackknife Estimators of Weighted Average Derivatives 0 0 0 1 0 1 9 43
Higher-order refinements of small bandwidth asymptotics for density-weighted average derivative estimators 0 0 0 0 1 3 16 16
Housing, Health, and Happiness 0 1 2 259 1 4 37 858
Inference in Linear Regression Models with Many Covariates and Heteroscedasticity 0 0 2 5 0 1 15 39
Inference in regression discontinuity designs under local randomization 1 1 2 65 2 3 16 245
Introduction to the Special Section on Synthetic Control Methods 0 0 0 10 1 1 11 32
Kernel†Based Semiparametric Estimators: Small Bandwidth Asymptotics and Bootstrap Consistency 0 0 0 5 0 0 14 70
Leveraging covariates in regression discontinuity designs 0 0 0 0 2 2 10 10
Local regression distribution estimators 0 0 0 1 1 1 12 20
Manipulation testing based on density discontinuity 0 1 6 185 2 8 68 721
On Binscatter 0 1 4 17 1 4 36 89
On the Effect of Bias Estimation on Coverage Accuracy in Nonparametric Inference 0 0 1 10 0 3 20 74
Optimal Data-Driven Regression Discontinuity Plots 0 0 5 36 2 5 26 128
Optimal bandwidth choice for robust bias-corrected inference in regression discontinuity designs 0 0 0 5 1 6 26 38
Optimal convergence rates, Bahadur representation, and asymptotic normality of partitioning estimators 0 0 0 35 0 1 14 141
Optimal inference for instrumental variables regression with non-Gaussian errors 0 0 1 14 0 1 24 134
Power calculations for regression-discontinuity designs 0 0 2 34 1 2 24 170
Prediction Intervals for Synthetic Control Methods 0 0 1 7 0 0 13 41
Randomization Inference in the Regression Discontinuity Design: An Application to Party Advantages in the U.S. Senate 3 9 23 40 9 26 76 135
Regression Discontinuity Designs 1 1 5 47 3 9 61 169
Regression Discontinuity Designs Using Covariates 0 1 15 146 0 8 68 620
Rejoinder 0 0 0 0 0 0 7 22
Robust Data-Driven Inference for Density-Weighted Average Derivatives 0 0 0 10 0 1 9 87
Robust Nonparametric Confidence Intervals for Regression‐Discontinuity Designs 0 1 6 71 6 11 47 483
Robust data-driven inference in the regression-discontinuity design 0 1 12 264 3 12 94 957
SMALL BANDWIDTH ASYMPTOTICS FOR DENSITY-WEIGHTED AVERAGE DERIVATIVES 0 0 0 7 0 1 21 69
Simple Local Polynomial Density Estimators 0 2 5 56 1 8 43 198
Two-Step Estimation and Inference with Possibly Many Included Covariates 0 0 0 6 0 1 23 105
Uniform Inference for Kernel Density Estimators with Dyadic Data 0 0 0 0 0 1 8 21
rdrobust: Software for regression-discontinuity designs 0 1 5 366 2 11 129 1,207
Total Journal Articles 6 27 124 2,768 59 183 1,299 10,383

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 0 0 6 7
multi-valued treatment effects 0 0 4 83 1 2 17 257
Total Chapters 0 0 4 83 1 2 23 264

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 0 3 42 4 9 41 210
POPARMS: Stata module for potential outcome parameter estimation 0 0 3 278 1 1 18 1,236
RDDENSITY: Stata module to perform Manipulation Testing Using Local Polynomial Density Estimation 1 3 15 104 8 15 94 655
RDROBUST: Stata module to provide robust data-driven inference in the regression-discontinuity design 3 6 29 927 10 29 223 4,743
Total Software Items 4 9 50 1,351 23 54 376 6,844

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Statistics updated 2026-08-07