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 2 7 24 43
A Practical Introduction to Regression Discontinuity Designs: Extensions 0 1 5 38 0 9 39 78
A Practical Introduction to Regression Discontinuity Designs: Foundations 3 7 18 164 6 18 62 503
A Random Attention Model 0 0 1 7 0 1 5 34
A Random Attention Model 0 0 0 51 1 6 14 121
Alternative Asymptotics and the Partially Linear Model with Many Regressors 0 0 0 0 0 5 10 25
Alternative Asymptotics and the Partially Linear Model with Many Regressors 0 0 0 67 0 4 14 147
Alternative asymptotics and the partially linear model with many regressors 0 0 0 0 2 4 11 12
Alternative asymptotics and the partially linear model with many regressors 0 0 1 1 1 7 16 69
Analysis of Regression Discontinuity Designs with Multiple Cutoffs or Multiple Scores 0 0 3 33 1 4 22 110
Attention Overload 0 0 1 22 0 1 12 30
Average Density Estimators: Efficiency and Bootstrap Consistency 0 0 0 21 0 1 4 29
Beta-Sorted Portfolios 0 0 0 24 0 3 11 64
Beta-Sorted Portfolios 0 0 0 3 0 3 15 28
Beta-sorted portfolios 0 0 1 2 0 1 10 13
Binscatter Regressions 0 0 1 45 1 7 28 217
Bootstrap-Assisted Inference for Generalized Grenander-type Estimators 0 0 0 13 1 1 5 20
Bootstrap-Based Inference for Cube Root Asymptotics 0 0 0 16 0 6 12 54
Bootstrap-Based Inference for Cube Root Consistent Estimators 0 0 0 2 2 4 10 28
Bootstrapping Density-Weighted Average Derivatives 0 0 0 18 0 3 13 103
Bootstrapping Kernel-Based Semiparametric Estimators 0 0 0 67 1 2 9 83
Bootstrapping density-weighted average derivatives 0 0 0 16 0 4 11 121
Bootstrap‐Based Inference for Cube Root Asymptotics 0 0 0 0 1 3 8 15
Boundary Adaptive Local Polynomial Conditional Density Estimators 0 0 0 10 0 3 15 26
Boundary Discontinuity Designs: Theory and Practice 0 0 8 8 1 6 30 30
Characteristic-Sorted Portfolios: Estimation and Inference 0 0 1 42 0 1 10 102
Characteristic-Sorted Portfolios: Estimation and Inference 0 0 0 8 0 1 9 63
Context-Dependent Heterogeneous Preferences: A Comment on Barseghyan and Molinari (2023) 0 0 0 5 1 5 8 9
Context-Dependent Heterogeneous Preferences: A Comment on Barseghyan and Molinari (2023) 0 0 0 2 0 1 5 7
Continuity of the Distribution Function of the argmax of a Gaussian Process 0 0 0 9 1 8 18 25
Covariate Adjustment in Regression Discontinuity Designs 0 0 2 27 1 5 24 70
Coverage Error Optimal Confidence Intervals for Local Polynomial Regression 0 0 0 33 0 7 18 90
Estimation and Inference in Boundary Discontinuity Designs: Distance-Based Methods 0 1 15 15 0 3 13 13
Estimation and Inference in Boundary Discontinuity Designs: Location-Based Methods 0 1 15 15 0 6 24 24
Extrapolating Treatment Effects in Multi-Cutoff Regression Discontinuity Designs 0 0 1 62 0 3 22 146
Generalized Jackknife Estimators of Weighted Average Derivatives 0 0 0 29 1 4 9 91
Generalized Jackknife Estimators of Weighted Average Derivatives 0 0 0 0 0 3 6 11
Higher-order Refinements of Small Bandwidth Asymptotics for Density-Weighted Average Derivative Estimators 0 0 0 12 0 1 5 14
Housing, Health and Happiness 0 0 2 184 0 5 26 601
Housing, health, and happiness 0 0 0 388 0 2 16 1,198
Inference in Linear Regression Models with Many Covariates and Heteroscedasticity 0 0 0 5 0 1 6 29
Inference in Linear Regression Models with Many Covariates and Heteroskedasticity 0 0 0 3 1 4 9 61
Inference in linear regression models with many covariates and heteroskedasticity 0 0 0 1 1 5 13 20
Inference in linear regression models with many covariates and heteroskedasticity 0 0 1 51 3 5 14 111
Large Sample Properties of Partitioning-Based Series Estimators 0 0 0 39 0 4 10 39
Leveraging Covariates in Regression Discontinuity Designs 0 0 9 9 0 2 13 13
Local Regression Distribution Estimators 0 0 1 18 0 0 38 60
Local regression distribution estimators 0 0 0 3 1 5 11 22
Local regression distribution estimators 0 0 0 0 2 4 10 19
Nonlinear Binscatter Methods 0 1 3 8 1 8 26 33
Nonlinear Binscatter Methods 0 0 0 2 0 3 16 18
On Binscatter 0 0 1 28 0 2 17 92
On Rosenbaum's Rank-based Matching Estimator 0 0 0 4 1 3 9 14
On binscatter 0 0 0 22 2 7 21 117
On binscatter 0 0 1 4 0 1 18 28
On binscatter: binscatter plots 0 0 2 2 0 3 18 22
On the Effect of Bias Estimation on Coverage Accuracy in Nonparametric Inference 0 0 0 10 0 1 17 77
Optimal Bandwidth Choice for Robust Bias Corrected Inference in Regression Discontinuity Designs 0 1 9 68 1 16 69 297
Optimal Inference for Instrumental Variables Regression with non-Gaussian Errors 0 0 1 38 0 2 15 171
Prediction Intervals for Synthetic Control Methods 0 0 0 5 0 3 10 42
Regression Discontinuity Designs 0 0 4 63 4 21 76 152
Regression Discontinuity Designs Using Covariates 1 3 3 69 1 9 20 144
Robust Data-Driven Inference for Density-Weighted Average Derivatives 0 0 0 22 1 8 23 112
Robust Inference for Convex Pairwise Difference Estimators 0 0 3 3 0 2 7 7
Robust Inference for the Direct Average Treatment Effect with Treatment Assignment Interference 0 0 1 6 0 2 12 17
Robust Inference in Regression-Discontinuity Designs 0 0 1 68 0 3 16 306
SMALL BANDWIDTH ASYMPTOTICS FOR DENSITY-WEIGHTED AVERAGE DERIVATIVES 0 0 0 0 1 3 9 12
Simple Local Polynomial Density Estimators 0 0 0 15 0 3 14 69
Simple Local Polynomial Density Estimators 0 0 1 11 0 0 7 75
Simple Local Polynomial Density Estimators 0 0 0 16 1 4 22 85
Small Bandwidth Asymptotics for Density-Weighted Average Derivatives 0 0 0 23 0 2 8 130
Strong Approximations for Empirical Processes Indexed by Lipschitz Functions 0 0 2 23 2 3 11 70
The Honest Truth About Causal Trees: Accuracy Limits for Heterogeneous Treatment Effect Estimation 0 0 21 21 0 8 26 26
The Regression Discontinuity Design 0 0 1 60 4 7 23 119
The Regression Discontinuity Design in Medical Science 0 0 0 0 0 4 10 10
Treatment Effect Heterogeneity in Regression Discontinuity Designs 0 0 2 43 2 8 36 139
Treatment Effects with Many Covariates and Heteroskedasticity 0 0 0 22 0 2 14 67
Treatment effects with many covariates and heteroskedasticity 0 0 0 0 0 5 10 13
Treatment effects with many covariates and heteroskedasticity 0 0 0 5 0 4 15 61
Two-Step Estimation and Inference with Possibly Many Included Covariates 0 0 0 1 1 5 15 24
Two-Step Estimation and Inference with Possibly Many Included Covariates 0 0 1 2 0 3 8 31
Two-Step Estimation and Inference with Possibly Many Included Covariates 0 0 0 16 0 6 18 55
Uncertainty Quantification in Synthetic Controls with Staggered Treatment Adoption 0 0 1 21 0 5 16 45
Uniform Estimation and Inference for Nonparametric Partitioning-Based M-Estimators 0 0 0 4 0 3 16 22
Yurinskii's Coupling for Martingales 0 0 1 12 1 3 14 31
lpdensity: Local Polynomial Density Estimation and Inference 0 0 0 28 0 3 12 82
lspartition: Partitioning-Based Least Squares Regression 0 0 0 2 1 1 5 25
nprobust: Nonparametric Kernel-Based Estimation and Robust Bias-Corrected Inference 0 1 2 11 0 1 8 32
rd2d: Causal Inference in Boundary Discontinuity Designs 0 0 0 0 1 12 21 21
rdhte: Conditional Average Treatment Effects in RD Designs 0 0 0 0 2 4 11 11
rdlocrand: a Stata Package for Inference in Regression Discontinuity Designs under Local Randomizati 1 1 5 187 5 10 32 630
scpi: Uncertainty Quantification for Synthetic Control Methods 0 0 2 24 1 3 21 82
Total Working Papers 5 17 155 2,600 65 404 1,539 8,457

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 3 5 23 145
A martingale decomposition for quadratic forms of Markov chains (with applications) 0 0 0 8 0 0 7 56
ALTERNATIVE ASYMPTOTICS AND THE PARTIALLY LINEAR MODEL WITH MANY REGRESSORS 0 0 0 5 0 3 14 41
AVERAGE DENSITY ESTIMATORS: EFFICIENCY AND BOOTSTRAP CONSISTENCY 0 0 0 0 0 0 11 15
Analysis of regression-discontinuity designs with multiple cutoffs or multiple scores 0 1 5 43 0 11 35 193
BOOTSTRAPPING DENSITY-WEIGHTED AVERAGE DERIVATIVES 0 0 0 11 1 4 11 82
Binscatter regressions 0 0 2 4 3 9 34 40
Bootstrap‐Based Inference for Cube Root Asymptotics 0 0 0 3 0 5 16 44
Characteristic-Sorted Portfolios: Estimation and Inference 0 1 2 17 0 10 25 136
Comment 0 0 0 3 0 3 6 29
Comparing Inference Approaches for RD Designs: A Reexamination of the Effect of Head Start on Child Mortality 0 1 2 21 0 7 14 70
Context-Dependent Heterogeneous Preferences: A Comment on Barseghyan and Molinari (2023) 0 0 0 0 0 3 10 11
Econometric Methods for Program Evaluation 1 3 6 164 3 9 29 557
Efficient semiparametric estimation of multi-valued treatment effects under ignorability 2 2 4 602 2 9 37 1,495
Estimation of multivalued treatment effects under conditional independence 0 0 3 161 0 3 30 466
Extrapolating Treatment Effects in Multi-Cutoff Regression Discontinuity Designs 0 0 0 1 0 3 10 25
Generalized Jackknife Estimators of Weighted Average Derivatives 0 0 0 1 1 3 9 43
Higher-order refinements of small bandwidth asymptotics for density-weighted average derivative estimators 0 0 0 0 1 2 14 14
Housing, Health, and Happiness 1 1 4 259 2 5 39 856
Inference in Linear Regression Models with Many Covariates and Heteroscedasticity 0 0 2 5 0 5 14 38
Inference in regression discontinuity designs under local randomization 0 0 1 64 1 5 14 243
Introduction to the Special Section on Synthetic Control Methods 0 0 1 10 0 1 12 31
Kernel†Based Semiparametric Estimators: Small Bandwidth Asymptotics and Bootstrap Consistency 0 0 0 5 0 6 15 70
Leveraging covariates in regression discontinuity designs 0 0 0 0 0 2 8 8
Local regression distribution estimators 0 0 1 1 0 1 12 19
Manipulation testing based on density discontinuity 1 3 6 185 1 11 63 714
On Binscatter 1 2 4 17 3 13 38 88
On the Effect of Bias Estimation on Coverage Accuracy in Nonparametric Inference 0 0 2 10 1 5 19 72
Optimal Data-Driven Regression Discontinuity Plots 0 2 5 36 3 7 24 126
Optimal bandwidth choice for robust bias-corrected inference in regression discontinuity designs 0 0 1 5 5 8 27 37
Optimal convergence rates, Bahadur representation, and asymptotic normality of partitioning estimators 0 0 0 35 1 3 17 141
Optimal inference for instrumental variables regression with non-Gaussian errors 0 0 1 14 1 10 24 134
Power calculations for regression-discontinuity designs 0 0 2 34 0 4 22 168
Prediction Intervals for Synthetic Control Methods 0 1 2 7 0 3 14 41
Randomization Inference in the Regression Discontinuity Design: An Application to Party Advantages in the U.S. Senate 1 2 19 32 10 17 72 119
Regression Discontinuity Designs 0 3 6 46 3 15 61 163
Regression Discontinuity Designs Using Covariates 0 6 16 145 2 17 69 614
Rejoinder 0 0 0 0 0 3 7 22
Robust Data-Driven Inference for Density-Weighted Average Derivatives 0 0 0 10 1 4 9 87
Robust Nonparametric Confidence Intervals for Regression‐Discontinuity Designs 0 1 5 70 1 8 40 473
Robust data-driven inference in the regression-discontinuity design 1 3 13 264 4 17 92 949
SMALL BANDWIDTH ASYMPTOTICS FOR DENSITY-WEIGHTED AVERAGE DERIVATIVES 0 0 0 7 1 5 22 69
Simple Local Polynomial Density Estimators 2 5 5 56 6 14 42 196
Two-Step Estimation and Inference with Possibly Many Included Covariates 0 0 0 6 1 7 29 105
Uniform Inference for Kernel Density Estimators with Dyadic Data 0 0 0 0 1 2 8 21
rdrobust: Software for regression-discontinuity designs 0 1 7 365 4 15 132 1,200
Total Journal Articles 10 38 130 2,751 66 302 1,280 10,266

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 4 6 7
multi-valued treatment effects 0 1 4 83 1 2 16 256
Total Chapters 0 1 4 83 1 6 22 263

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 5 42 1 6 40 202
POPARMS: Stata module for potential outcome parameter estimation 0 0 4 278 0 9 20 1,235
RDDENSITY: Stata module to perform Manipulation Testing Using Local Polynomial Density Estimation 0 2 16 101 1 14 87 641
RDROBUST: Stata module to provide robust data-driven inference in the regression-discontinuity design 2 7 32 923 13 34 244 4,727
Total Software Items 2 9 57 1,344 15 63 391 6,805

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Statistics updated 2026-06-04