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 3 43 3 11 19 36
A Practical Introduction to Regression Discontinuity Designs: Extensions 0 0 4 37 5 19 33 69
A Practical Introduction to Regression Discontinuity Designs: Foundations 2 5 19 157 4 21 58 485
A Random Attention Model 1 1 1 7 2 4 4 33
A Random Attention Model 0 0 0 51 1 5 8 115
Alternative Asymptotics and the Partially Linear Model with Many Regressors 0 0 0 67 2 7 10 143
Alternative Asymptotics and the Partially Linear Model with Many Regressors 0 0 0 0 2 4 6 20
Alternative asymptotics and the partially linear model with many regressors 0 0 0 0 0 5 7 8
Alternative asymptotics and the partially linear model with many regressors 1 1 1 1 1 3 9 62
Analysis of Regression Discontinuity Designs with Multiple Cutoffs or Multiple Scores 0 1 3 33 4 12 19 106
Attention Overload 0 0 1 22 4 8 11 29
Average Density Estimators: Efficiency and Bootstrap Consistency 0 0 0 21 1 2 3 28
Beta-Sorted Portfolios 0 0 0 24 2 6 8 61
Beta-Sorted Portfolios 0 0 0 3 2 8 12 25
Beta-sorted portfolios 0 1 1 2 2 6 10 12
Binscatter Regressions 0 0 2 45 4 12 28 210
Bootstrap-Assisted Inference for Generalized Grenander-type Estimators 0 0 0 13 0 1 4 19
Bootstrap-Based Inference for Cube Root Asymptotics 0 0 0 16 1 4 6 48
Bootstrap-Based Inference for Cube Root Consistent Estimators 0 0 0 2 0 4 6 24
Bootstrapping Density-Weighted Average Derivatives 0 0 0 18 0 6 10 100
Bootstrapping Kernel-Based Semiparametric Estimators 0 0 0 67 1 5 7 81
Bootstrapping density-weighted average derivatives 0 0 0 16 0 6 8 117
Bootstrap‐Based Inference for Cube Root Asymptotics 0 0 0 0 1 5 6 12
Boundary Adaptive Local Polynomial Conditional Density Estimators 0 0 0 10 2 7 12 23
Boundary Discontinuity Designs: Theory and Practice 0 0 8 8 2 7 24 24
Characteristic-Sorted Portfolios: Estimation and Inference 0 0 0 8 2 7 9 62
Characteristic-Sorted Portfolios: Estimation and Inference 0 0 1 42 2 7 9 101
Context-Dependent Heterogeneous Preferences: A Comment on Barseghyan and Molinari (2023) 0 0 0 5 0 1 3 4
Context-Dependent Heterogeneous Preferences: A Comment on Barseghyan and Molinari (2023) 0 0 0 2 0 4 4 6
Continuity of the Distribution Function of the argmax of a Gaussian Process 0 0 0 9 0 4 10 17
Covariate Adjustment in Regression Discontinuity Designs 1 1 2 27 1 6 21 65
Coverage Error Optimal Confidence Intervals for Local Polynomial Regression 0 0 0 33 1 7 11 83
Estimation and Inference in Boundary Discontinuity Designs: Distance-Based Methods 0 0 14 14 3 8 10 10
Estimation and Inference in Boundary Discontinuity Designs: Location-Based Methods 0 0 14 14 0 4 18 18
Extrapolating Treatment Effects in Multi-Cutoff Regression Discontinuity Designs 0 0 2 62 0 9 21 143
Generalized Jackknife Estimators of Weighted Average Derivatives 0 0 0 29 0 3 5 87
Generalized Jackknife Estimators of Weighted Average Derivatives 0 0 0 0 1 3 4 8
Higher-order Refinements of Small Bandwidth Asymptotics for Density-Weighted Average Derivative Estimators 0 0 0 12 0 3 5 13
Housing, Health and Happiness 1 1 2 184 2 11 22 596
Housing, health, and happiness 0 0 0 388 1 8 15 1,196
Inference in Linear Regression Models with Many Covariates and Heteroscedasticity 0 0 0 5 0 5 7 28
Inference in Linear Regression Models with Many Covariates and Heteroskedasticity 0 0 0 3 1 2 5 57
Inference in linear regression models with many covariates and heteroskedasticity 0 0 0 1 0 5 8 15
Inference in linear regression models with many covariates and heteroskedasticity 0 0 1 51 1 5 10 106
Large Sample Properties of Partitioning-Based Series Estimators 0 0 0 39 1 5 6 35
Leveraging Covariates in Regression Discontinuity Designs 0 0 9 9 1 6 11 11
Local Regression Distribution Estimators 0 0 1 18 0 34 38 60
Local regression distribution estimators 0 0 0 3 0 6 6 17
Local regression distribution estimators 0 0 0 0 2 6 7 15
Nonlinear Binscatter Methods 1 1 2 7 1 16 19 25
Nonlinear Binscatter Methods 0 0 0 2 2 8 13 15
On Binscatter 1 1 1 28 2 11 17 90
On Rosenbaum's Rank-based Matching Estimator 0 0 0 4 1 4 6 11
On binscatter 0 0 0 22 3 13 15 110
On binscatter 0 0 2 4 0 9 21 27
On binscatter: binscatter plots 0 0 2 2 3 11 16 19
On the Effect of Bias Estimation on Coverage Accuracy in Nonparametric Inference 0 0 0 10 1 8 16 76
Optimal Bandwidth Choice for Robust Bias Corrected Inference in Regression Discontinuity Designs 0 2 12 67 5 19 67 281
Optimal Inference for Instrumental Variables Regression with non-Gaussian Errors 0 0 1 38 0 6 13 169
Prediction Intervals for Synthetic Control Methods 0 0 0 5 0 6 7 39
Regression Discontinuity Designs 0 0 5 63 10 31 60 131
Regression Discontinuity Designs Using Covariates 0 0 0 66 0 7 13 135
Robust Data-Driven Inference for Density-Weighted Average Derivatives 0 0 0 22 6 12 15 104
Robust Inference for Convex Pairwise Difference Estimators 0 0 3 3 0 2 5 5
Robust Inference for the Direct Average Treatment Effect with Treatment Assignment Interference 0 0 6 6 0 8 15 15
Robust Inference in Regression-Discontinuity Designs 0 0 1 68 2 10 15 303
SMALL BANDWIDTH ASYMPTOTICS FOR DENSITY-WEIGHTED AVERAGE DERIVATIVES 0 0 0 0 1 5 7 9
Simple Local Polynomial Density Estimators 0 0 0 15 0 11 15 66
Simple Local Polynomial Density Estimators 0 0 1 11 0 5 7 75
Simple Local Polynomial Density Estimators 0 0 0 16 3 11 18 81
Small Bandwidth Asymptotics for Density-Weighted Average Derivatives 0 0 0 23 0 3 6 128
Strong Approximations for Empirical Processes Indexed by Lipschitz Functions 0 0 2 23 1 4 9 67
The Honest Truth About Causal Trees: Accuracy Limits for Heterogeneous Treatment Effect Estimation 0 0 21 21 0 10 18 18
The Regression Discontinuity Design 0 1 2 60 1 12 18 112
The Regression Discontinuity Design in Medical Science 0 0 0 0 2 4 6 6
Treatment Effect Heterogeneity in Regression Discontinuity Designs 1 1 43 43 3 11 131 131
Treatment Effects with Many Covariates and Heteroskedasticity 0 0 0 22 2 9 12 65
Treatment effects with many covariates and heteroskedasticity 0 0 0 0 2 5 5 8
Treatment effects with many covariates and heteroskedasticity 0 0 0 5 0 8 11 57
Two-Step Estimation and Inference with Possibly Many Included Covariates 0 0 0 1 2 10 11 19
Two-Step Estimation and Inference with Possibly Many Included Covariates 0 1 1 2 0 3 6 28
Two-Step Estimation and Inference with Possibly Many Included Covariates 0 0 0 16 3 8 12 49
Uncertainty Quantification in Synthetic Controls with Staggered Treatment Adoption 1 1 1 21 2 8 13 40
Uniform Estimation and Inference for Nonparametric Partitioning-Based M-Estimators 0 0 0 4 2 8 13 19
Yurinskii's Coupling for Martingales 1 1 1 12 2 6 13 28
lpdensity: Local Polynomial Density Estimation and Inference 0 0 0 28 2 3 10 79
lspartition: Partitioning-Based Least Squares Regression 0 0 0 2 1 4 4 24
nprobust: Nonparametric Kernel-Based Estimation and Robust Bias-Corrected Inference 1 1 1 10 1 5 7 31
rd2d: Causal Inference in Boundary Discontinuity Designs 0 0 0 0 1 6 9 9
rdhte: Conditional Average Treatment Effects in RD Designs 0 0 0 0 2 6 7 7
rdlocrand: a Stata Package for Inference in Regression Discontinuity Designs under Local Randomizati 0 1 5 186 0 11 30 620
scpi: Uncertainty Quantification for Synthetic Control Methods 1 1 5 24 1 12 25 79
Total Working Papers 13 23 207 2,583 135 706 1,349 8,053

Journal Article File Downloads Abstract Views
Last month 3 months 12 months Total Last month 3 months 12 months Total
A Random Attention Model 1 1 3 19 2 8 21 140
A martingale decomposition for quadratic forms of Markov chains (with applications) 0 0 0 8 1 6 7 56
ALTERNATIVE ASYMPTOTICS AND THE PARTIALLY LINEAR MODEL WITH MANY REGRESSORS 0 0 0 5 2 8 11 38
AVERAGE DENSITY ESTIMATORS: EFFICIENCY AND BOOTSTRAP CONSISTENCY 0 0 0 0 2 9 11 15
Analysis of regression-discontinuity designs with multiple cutoffs or multiple scores 0 2 5 42 1 12 26 182
BOOTSTRAPPING DENSITY-WEIGHTED AVERAGE DERIVATIVES 0 0 0 11 1 4 7 78
Binscatter regressions 0 0 4 4 3 15 31 31
Bootstrap‐Based Inference for Cube Root Asymptotics 0 0 0 3 0 5 11 39
Characteristic-Sorted Portfolios: Estimation and Inference 0 1 1 16 0 9 16 126
Comment 0 0 0 3 1 3 3 26
Comparing Inference Approaches for RD Designs: A Reexamination of the Effect of Head Start on Child Mortality 1 1 1 20 2 6 9 63
Context-Dependent Heterogeneous Preferences: A Comment on Barseghyan and Molinari (2023) 0 0 0 0 0 6 7 8
Econometric Methods for Program Evaluation 0 0 6 161 0 10 26 548
Efficient semiparametric estimation of multi-valued treatment effects under ignorability 0 0 2 600 1 10 32 1,486
Estimation of multivalued treatment effects under conditional independence 1 1 3 161 5 10 28 463
Extrapolating Treatment Effects in Multi-Cutoff Regression Discontinuity Designs 0 0 0 1 0 3 7 22
Generalized Jackknife Estimators of Weighted Average Derivatives 0 0 0 1 1 3 7 40
Higher-order refinements of small bandwidth asymptotics for density-weighted average derivative estimators 0 0 0 0 0 12 12 12
Housing, Health, and Happiness 0 1 6 258 9 23 37 851
Inference in Linear Regression Models with Many Covariates and Heteroscedasticity 1 1 2 5 2 5 9 33
Inference in regression discontinuity designs under local randomization 1 1 2 64 1 6 10 238
Introduction to the Special Section on Synthetic Control Methods 0 0 1 10 1 7 11 30
Kernel†Based Semiparametric Estimators: Small Bandwidth Asymptotics and Bootstrap Consistency 0 0 0 5 0 4 9 64
Leveraging covariates in regression discontinuity designs 0 0 0 0 1 6 6 6
Local regression distribution estimators 0 0 1 1 2 8 12 18
Manipulation testing based on density discontinuity 0 0 4 182 12 29 61 703
On Binscatter 0 0 4 15 1 12 30 75
On the Effect of Bias Estimation on Coverage Accuracy in Nonparametric Inference 0 0 2 10 3 9 14 67
Optimal Data-Driven Regression Discontinuity Plots 1 2 3 34 3 12 18 119
Optimal bandwidth choice for robust bias-corrected inference in regression discontinuity designs 0 0 1 5 3 12 19 29
Optimal convergence rates, Bahadur representation, and asymptotic normality of partitioning estimators 0 0 0 35 3 10 14 138
Optimal inference for instrumental variables regression with non-Gaussian errors 0 0 1 14 6 11 14 124
Power calculations for regression-discontinuity designs 0 0 3 34 2 12 23 164
Prediction Intervals for Synthetic Control Methods 0 0 1 6 0 7 12 38
Randomization Inference in the Regression Discontinuity Design: An Application to Party Advantages in the U.S. Senate 3 6 20 30 11 22 67 102
Regression Discontinuity Designs 0 1 6 43 4 27 52 148
Regression Discontinuity Designs Using Covariates 1 2 15 139 7 23 65 597
Rejoinder 0 0 0 0 0 1 4 19
Robust Data-Driven Inference for Density-Weighted Average Derivatives 0 0 0 10 0 5 6 83
Robust Nonparametric Confidence Intervals for Regression‐Discontinuity Designs 1 3 4 69 8 18 40 465
Robust data-driven inference in the regression-discontinuity design 5 6 13 261 18 39 83 932
SMALL BANDWIDTH ASYMPTOTICS FOR DENSITY-WEIGHTED AVERAGE DERIVATIVES 0 0 0 7 7 12 17 64
Simple Local Polynomial Density Estimators 0 0 4 51 5 12 34 182
Two-Step Estimation and Inference with Possibly Many Included Covariates 0 0 0 6 2 11 23 98
Uniform Inference for Kernel Density Estimators with Dyadic Data 0 0 0 0 2 6 6 19
rdrobust: Software for regression-discontinuity designs 1 3 9 364 7 83 124 1,185
Total Journal Articles 17 32 127 2,713 142 571 1,092 9,964

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 2 2 3
multi-valued treatment effects 0 1 4 82 1 9 18 254
Total Chapters 0 1 4 82 1 11 20 257

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 1 1 11 42 4 9 48 196
POPARMS: Stata module for potential outcome parameter estimation 0 1 5 278 2 5 15 1,226
RDDENSITY: Stata module to perform Manipulation Testing Using Local Polynomial Density Estimation 1 1 19 99 6 20 97 627
RDROBUST: Stata module to provide robust data-driven inference in the regression-discontinuity design 1 4 43 916 12 61 279 4,693
Total Software Items 3 7 78 1,335 24 95 439 6,742

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Statistics updated 2026-03-04