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 0 43 1 2 24 45
A Practical Introduction to Regression Discontinuity Designs: Extensions 1 1 6 39 1 1 39 79
A Practical Introduction to Regression Discontinuity Designs: Foundations 1 2 18 166 5 9 61 512
A Random Attention Model 0 0 0 51 0 0 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 5 31 31
Alternative Asymptotics and the Partially Linear Model with Many Regressors 0 0 0 0 2 4 14 29
Alternative Asymptotics and the Partially Linear Model with Many Regressors 0 0 0 67 0 1 15 148
Alternative asymptotics and the partially linear model with many regressors 0 0 1 1 1 2 18 71
Alternative asymptotics and the partially linear model with many regressors 0 0 0 0 1 2 13 14
Analysis of Regression Discontinuity Designs with Multiple Cutoffs or Multiple Scores 0 0 3 33 1 2 23 112
Attention Overload 0 0 0 22 3 3 14 33
Average Density Estimators: Efficiency and Bootstrap Consistency 0 0 0 21 3 4 7 33
Beta-Sorted Portfolios 0 0 0 24 2 2 12 66
Beta-Sorted Portfolios 0 0 0 3 1 1 16 29
Beta-sorted portfolios 0 0 1 2 0 1 10 14
Binscatter Regressions 0 0 0 45 0 1 25 218
Bootstrap-Assisted Inference for Generalized Grenander-type Estimators 0 0 0 13 1 3 8 23
Bootstrap-Based Inference for Cube Root Asymptotics 0 0 0 16 2 2 14 56
Bootstrap-Based Inference for Cube Root Consistent Estimators 0 0 0 2 0 0 10 28
Bootstrapping Density-Weighted Average Derivatives 0 0 0 18 2 2 14 105
Bootstrapping Kernel-Based Semiparametric Estimators 0 0 0 67 0 0 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 0 8 15
Boundary Adaptive Local Polynomial Conditional Density Estimators 0 0 0 10 2 3 18 29
Boundary Discontinuity Designs: Theory and Practice 0 1 9 9 1 4 34 34
Characteristic-Sorted Portfolios: Estimation and Inference 0 0 0 42 2 2 11 104
Characteristic-Sorted Portfolios: Estimation and Inference 0 0 0 8 1 1 9 64
Context-Dependent Heterogeneous Preferences: A Comment on Barseghyan and Molinari (2023) 0 0 0 5 2 2 9 11
Context-Dependent Heterogeneous Preferences: A Comment on Barseghyan and Molinari (2023) 0 0 0 2 0 0 5 7
Continuity of the Distribution Function of the argmax of a Gaussian Process 0 0 0 9 0 0 15 25
Covariate Adjustment in Regression Discontinuity Designs 0 0 1 27 2 4 20 74
Coverage Error Optimal Confidence Intervals for Local Polynomial Regression 0 0 0 33 1 1 16 91
Estimation and Inference in Boundary Discontinuity Designs: Distance-Based Methods 0 0 15 15 1 1 14 14
Estimation and Inference in Boundary Discontinuity Designs: Location-Based Methods 0 0 1 15 0 1 15 25
Extrapolating Treatment Effects in Multi-Cutoff Regression Discontinuity Designs 0 0 1 62 2 3 21 149
Generalized Jackknife Estimators of Weighted Average Derivatives 0 0 0 0 1 1 7 12
Generalized Jackknife Estimators of Weighted Average Derivatives 0 0 0 29 1 1 9 92
Higher-order Refinements of Small Bandwidth Asymptotics for Density-Weighted Average Derivative Estimators 0 0 0 12 1 1 6 15
Housing, Health and Happiness 0 1 2 185 0 1 22 602
Housing, health, and happiness 0 0 0 388 0 0 14 1,198
Inference in Linear Regression Models with Many Covariates and Heteroscedasticity 0 0 0 5 1 1 7 30
Inference in Linear Regression Models with Many Covariates and Heteroskedasticity 0 0 0 3 0 0 8 61
Inference in linear regression models with many covariates and heteroskedasticity 0 0 0 1 0 0 13 20
Inference in linear regression models with many covariates and heteroskedasticity 0 0 0 51 1 1 14 112
Large Sample Properties of Partitioning-Based Series Estimators 0 0 0 39 2 2 12 41
Leveraging Covariates in Regression Discontinuity Designs 0 0 9 9 1 2 14 15
Local Regression Distribution Estimators 0 0 0 18 0 1 38 61
Local regression distribution estimators 0 0 0 3 10 10 21 32
Local regression distribution estimators 0 0 0 0 0 0 10 19
Nonlinear Binscatter Methods 0 0 3 8 0 6 32 39
Nonlinear Binscatter Methods 0 0 0 2 1 2 17 20
On Binscatter 0 0 1 28 2 2 19 94
On Rosenbaum's Rank-based Matching Estimator 0 0 0 4 0 1 10 15
On binscatter 0 0 0 22 1 3 24 120
On binscatter 0 1 2 5 1 2 19 30
On binscatter: binscatter plots 0 0 1 2 1 1 17 23
On the Effect of Bias Estimation on Coverage Accuracy in Nonparametric Inference 0 0 0 10 2 2 18 79
Optimal Bandwidth Choice for Robust Bias Corrected Inference in Regression Discontinuity Designs 0 0 8 68 2 5 60 302
Optimal Inference for Instrumental Variables Regression with non-Gaussian Errors 0 0 1 38 3 3 18 174
Prediction Intervals for Synthetic Control Methods 0 0 0 5 2 3 13 45
Regression Discontinuity Designs 0 0 1 63 4 7 71 159
Regression Discontinuity Designs Using Covariates 0 1 4 70 5 6 25 150
Robust Data-Driven Inference for Density-Weighted Average Derivatives 0 0 0 22 0 0 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 1 1 12 18
Robust Inference in Regression-Discontinuity Designs 0 0 0 68 1 1 15 307
SMALL BANDWIDTH ASYMPTOTICS FOR DENSITY-WEIGHTED AVERAGE DERIVATIVES 0 0 0 0 1 1 9 13
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 1 1 22 86
Small Bandwidth Asymptotics for Density-Weighted Average Derivatives 0 0 0 23 1 1 9 131
Strong Approximations for Empirical Processes Indexed by Lipschitz Functions 0 0 1 23 1 1 11 71
The Regression Discontinuity Design 0 1 2 61 2 3 25 122
The Regression Discontinuity Design in Medical Science 0 0 0 0 2 3 11 13
Treatment Effect Heterogeneity in Regression Discontinuity Designs 0 0 1 43 3 4 34 143
Treatment Effects with Many Covariates and Heteroskedasticity 0 0 0 22 2 3 17 70
Treatment effects with many covariates and heteroskedasticity 0 0 0 5 0 1 15 62
Treatment effects with many covariates and heteroskedasticity 0 0 0 0 0 0 10 13
Two-Step Estimation and Inference with Possibly Many Included Covariates 0 0 0 16 1 2 19 57
Two-Step Estimation and Inference with Possibly Many Included Covariates 0 0 1 2 0 0 6 31
Two-Step Estimation and Inference with Possibly Many Included Covariates 0 0 0 1 1 1 16 25
Uncertainty Quantification in Synthetic Controls with Staggered Treatment Adoption 0 0 1 21 3 4 18 49
Uniform Estimation and Inference for Nonparametric Partitioning-Based M-Estimators 0 0 0 4 3 3 17 25
Yurinskii's Coupling for Martingales 0 0 1 12 2 2 16 33
lpdensity: Local Polynomial Density Estimation and Inference 0 0 0 28 2 2 12 84
lspartition: Partitioning-Based Least Squares Regression 0 0 0 2 0 0 5 25
nprobust: Nonparametric Kernel-Based Estimation and Robust Bias-Corrected Inference 0 1 3 12 2 5 12 37
rd2d: Causal Inference in Boundary Discontinuity Designs 0 0 0 0 4 6 27 27
rdhte: Conditional Average Treatment Effects in RD Designs 0 0 0 0 1 1 12 12
rdlocrand: a Stata Package for Inference in Regression Discontinuity Designs under Local Randomizati 0 0 5 187 1 6 37 636
scpi: Uncertainty Quantification for Synthetic Control Methods 0 0 1 24 2 2 20 84
Total Working Papers 2 9 130 2,609 121 187 1,595 8,644

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 2 4 22 149
A martingale decomposition for quadratic forms of Markov chains (with applications) 0 0 0 8 0 2 9 58
ALTERNATIVE ASYMPTOTICS AND THE PARTIALLY LINEAR MODEL WITH MANY REGRESSORS 0 0 0 5 1 1 15 42
AVERAGE DENSITY ESTIMATORS: EFFICIENCY AND BOOTSTRAP CONSISTENCY 0 0 0 0 0 1 11 16
Analysis of regression-discontinuity designs with multiple cutoffs or multiple scores 0 0 4 43 1 6 35 199
BOOTSTRAPPING DENSITY-WEIGHTED AVERAGE DERIVATIVES 0 0 0 11 0 1 11 83
Binscatter regressions 0 1 2 5 2 5 35 45
Bootstrap‐Based Inference for Cube Root Asymptotics 0 0 0 3 1 1 16 45
Characteristic-Sorted Portfolios: Estimation and Inference 0 1 3 18 1 7 28 143
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 0 1 15 71
Context-Dependent Heterogeneous Preferences: A Comment on Barseghyan and Molinari (2023) 0 0 0 0 0 1 11 12
Continuity of the Distribution Function of the argmax of a Gaussian Process 0 0 0 0 1 6 6 6
Econometric Methods for Program Evaluation 1 2 6 166 6 11 36 568
Efficient semiparametric estimation of multi-valued treatment effects under ignorability 0 1 4 603 1 2 35 1,497
Estimation and inference in boundary discontinuity designs: Distance-based methods 1 1 1 1 1 1 1 1
Estimation of multivalued treatment effects under conditional independence 0 0 1 161 1 3 21 469
Extrapolating Treatment Effects in Multi-Cutoff Regression Discontinuity Designs 0 0 0 1 2 3 12 28
Generalized Jackknife Estimators of Weighted Average Derivatives 0 0 0 1 1 1 8 44
Higher-order refinements of small bandwidth asymptotics for density-weighted average derivative estimators 0 0 0 0 0 2 16 16
Housing, Health, and Happiness 0 0 2 259 2 4 38 860
Inference in Linear Regression Models with Many Covariates and Heteroscedasticity 0 0 2 5 2 3 17 41
Inference in regression discontinuity designs under local randomization 0 1 2 65 0 2 15 245
Introduction to the Special Section on Synthetic Control Methods 0 0 0 10 1 2 11 33
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 0 2 10 10
Local regression distribution estimators 1 1 1 2 1 2 13 21
Manipulation testing based on density discontinuity 1 1 7 186 4 11 70 725
On Binscatter 1 1 3 18 3 4 37 92
On the Effect of Bias Estimation on Coverage Accuracy in Nonparametric Inference 0 0 1 10 3 5 23 77
Optimal Data-Driven Regression Discontinuity Plots 0 0 5 36 0 2 25 128
Optimal bandwidth choice for robust bias-corrected inference in regression discontinuity designs 0 0 0 5 2 3 27 40
Optimal convergence rates, Bahadur representation, and asymptotic normality of partitioning estimators 0 0 0 35 0 0 14 141
Optimal inference for instrumental variables regression with non-Gaussian errors 0 0 1 14 0 0 23 134
Power calculations for regression-discontinuity designs 0 0 0 34 2 4 24 172
Prediction Intervals for Synthetic Control Methods 0 0 1 7 4 4 17 45
Randomization Inference in the Regression Discontinuity Design: An Application to Party Advantages in the U.S. Senate 4 12 26 44 9 25 83 144
Regression Discontinuity Designs 0 1 5 47 1 7 58 170
Regression Discontinuity Designs Using Covariates 1 2 14 147 4 10 66 624
Rejoinder 0 0 0 0 1 1 8 23
Robust Data-Driven Inference for Density-Weighted Average Derivatives 0 0 0 10 1 1 10 88
Robust Nonparametric Confidence Intervals for Regression‐Discontinuity Designs 0 1 6 71 1 11 47 484
Robust data-driven inference in the regression-discontinuity design 0 0 10 264 2 10 92 959
SMALL BANDWIDTH ASYMPTOTICS FOR DENSITY-WEIGHTED AVERAGE DERIVATIVES 0 0 0 7 0 0 21 69
Simple Local Polynomial Density Estimators 2 2 7 58 5 7 48 203
Two-Step Estimation and Inference with Possibly Many Included Covariates 0 0 0 6 0 0 21 105
Uniform Inference for Kernel Density Estimators with Dyadic Data 0 0 0 0 0 0 8 21
rdrobust: Software for regression-discontinuity designs 1 2 6 367 4 11 130 1,211
Total Journal Articles 13 30 125 2,781 73 190 1,319 10,456

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 0 1 16 257
Total Chapters 0 0 4 83 0 1 22 264

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 1 1 3 43 4 12 39 214
POPARMS: Stata module for potential outcome parameter estimation 0 0 2 278 1 2 18 1,237
RDDENSITY: Stata module to perform Manipulation Testing Using Local Polynomial Density Estimation 5 8 17 109 14 28 101 669
RDROBUST: Stata module to provide robust data-driven inference in the regression-discontinuity design 3 7 25 930 8 24 190 4,751
Total Software Items 9 16 47 1,360 27 66 348 6,871

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Statistics updated 2026-09-10