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 2 3 42 0 2 4 19
A Practical Introduction to Regression Discontinuity Designs: Extensions 0 0 4 33 1 3 11 40
A Practical Introduction to Regression Discontinuity Designs: Foundations 1 5 28 147 4 12 52 445
A Random Attention Model 0 0 0 51 0 0 0 107
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 0 0 1 1 15
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 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 0 0 2 88
Attention Overload 1 1 2 22 1 1 2 19
Average Density Estimators: Efficiency and Bootstrap Consistency 0 0 0 21 0 0 2 25
Beta-Sorted Portfolios 0 0 0 24 0 0 5 53
Beta-Sorted Portfolios 0 0 0 3 0 0 0 13
Beta-sorted portfolios 0 0 1 1 1 2 4 4
Binscatter Regressions 1 1 9 45 1 2 26 190
Bootstrap-Assisted Inference for Generalized Grenander-type Estimators 0 0 0 13 0 0 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 0 1 2 110
Bootstrap‐Based Inference for Cube Root Asymptotics 0 0 0 0 0 0 1 7
Boundary Adaptive Local Polynomial Conditional Density Estimators 0 0 1 10 0 0 2 11
Characteristic-Sorted Portfolios: Estimation and Inference 0 0 0 8 0 1 1 54
Characteristic-Sorted Portfolios: Estimation and Inference 0 0 0 41 0 0 1 92
Context-Dependent Heterogeneous Preferences: A Comment on Barseghyan and Molinari (2023) 0 0 0 2 0 0 0 2
Context-Dependent Heterogeneous Preferences: A Comment on Barseghyan and Molinari (2023) 0 0 0 5 0 0 0 1
Continuity of the Distribution Function of the argmax of a Gaussian Process 0 0 9 9 1 1 8 8
Covariate Adjustment in Regression Discontinuity Designs 0 0 1 25 1 3 12 47
Coverage Error Optimal Confidence Intervals for Local Polynomial Regression 0 0 0 33 1 1 2 73
Estimation and Inference in Boundary Discontinuity Designs 0 0 0 0 0 0 0 0
Extrapolating Treatment Effects in Multi-Cutoff Regression Discontinuity Designs 0 1 2 61 1 2 4 125
Generalized Jackknife Estimators of Weighted Average Derivatives 0 0 0 0 0 0 2 5
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 0 4 9
Housing, Health and Happiness 0 0 2 182 1 2 8 576
Housing, health, and happiness 0 0 2 388 1 2 15 1,183
Inference in Linear Regression Models with Many Covariates and Heteroscedasticity 0 0 0 5 0 0 3 23
Inference in Linear Regression Models with Many Covariates and Heteroskedasticity 0 0 1 3 0 0 2 52
Inference in linear regression models with many covariates and heteroskedasticity 1 1 1 51 1 2 3 98
Inference in linear regression models with many covariates and heteroskedasticity 0 0 1 1 0 0 3 7
Large Sample Properties of Partitioning-Based Series Estimators 0 0 0 39 0 0 1 29
Local Regression Distribution Estimators 0 0 0 17 0 0 0 22
Local regression distribution estimators 0 0 0 3 0 0 0 11
Local regression distribution estimators 0 0 0 0 0 0 2 9
Nonlinear Binscatter Methods 0 0 2 2 0 0 2 2
Nonlinear Binscatter Methods 0 0 5 5 0 1 7 7
On Binscatter 0 0 0 27 0 2 5 75
On Rosenbaum's Rank-based Matching Estimator 0 0 0 4 0 0 2 5
On binscatter 0 0 0 22 0 0 2 96
On binscatter 0 1 3 3 0 3 10 10
On binscatter: binscatter plots 0 0 0 0 0 0 3 4
On the Effect of Bias Estimation on Coverage Accuracy in Nonparametric Inference 0 0 0 10 0 0 1 60
Optimal Bandwidth Choice for Robust Bias Corrected Inference in Regression Discontinuity Designs 1 3 7 60 5 15 35 233
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 0 1 32
Regression Discontinuity Designs 0 1 1 59 1 4 19 77
Regression Discontinuity Designs Using Covariates 0 0 1 66 0 1 4 124
Robust Data-Driven Inference for Density-Weighted Average Derivatives 0 0 0 22 0 0 0 89
Robust Inference for the Direct Average Treatment Effect with Treatment Assignment Interference 0 2 5 5 0 4 5 5
Robust Inference in Regression-Discontinuity Designs 1 1 3 68 1 3 12 291
SMALL BANDWIDTH ASYMPTOTICS FOR DENSITY-WEIGHTED AVERAGE DERIVATIVES 0 0 0 0 0 0 1 3
Simple Local Polynomial Density Estimators 0 0 0 16 0 0 1 63
Simple Local Polynomial Density Estimators 0 0 2 15 0 1 11 55
Simple Local Polynomial Density Estimators 1 1 2 11 1 1 6 69
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 1 21 0 1 4 59
The Regression Discontinuity Design 0 1 1 59 0 2 5 96
Treatment Effect Heterogeneity in Regression Discontinuity Designs 0 4 41 41 4 14 107 107
Treatment Effects with Many Covariates and Heteroskedasticity 0 0 0 22 0 0 2 53
Treatment effects with many covariates and heteroskedasticity 0 0 0 0 0 0 0 3
Treatment effects with many covariates and heteroskedasticity 0 0 0 5 0 0 1 46
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 0 0 2 9
Two-Step Estimation and Inference with Possibly Many Included Covariates 0 0 0 1 0 1 2 23
Uncertainty Quantification in Synthetic Controls with Staggered Treatment Adoption 0 0 1 20 0 1 11 29
Uniform Estimation and Inference for Nonparametric Partitioning-Based M-Estimators 0 0 4 4 1 1 7 7
Yurinskii's Coupling for Martingales 0 0 0 11 0 1 3 17
lpdensity: Local Polynomial Density Estimation and Inference 0 0 0 28 1 1 4 71
lspartition: Partitioning-Based Least Squares Regression 0 0 0 2 0 0 1 20
nprobust: Nonparametric Kernel-Based Estimation and Robust Bias-Corrected Inference 0 0 1 9 0 0 3 24
rd2d: Causal Inference in Boundary Discontinuity Designs 0 0 0 0 0 0 0 0
rdlocrand: a Stata Package for Inference in Regression Discontinuity Designs under Local Randomizati 0 0 4 182 0 6 29 598
scpi: Uncertainty Quantification for Synthetic Control Methods 0 3 8 22 1 6 25 62
Total Working Papers 7 28 159 2,452 30 107 526 6,948

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 11 123
A martingale decomposition for quadratic forms of Markov chains (with applications) 0 0 0 8 0 0 2 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 0 0 1 4
Analysis of regression-discontinuity designs with multiple cutoffs or multiple scores 0 1 3 38 1 3 13 159
BOOTSTRAPPING DENSITY-WEIGHTED AVERAGE DERIVATIVES 0 0 0 11 0 0 0 71
Binscatter regressions 0 2 2 2 1 6 7 7
Bootstrap‐Based Inference for Cube Root Asymptotics 0 0 0 3 0 0 1 28
Characteristic-Sorted Portfolios: Estimation and Inference 0 0 1 15 0 0 13 111
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 1 19 0 1 4 56
Context-Dependent Heterogeneous Preferences: A Comment on Barseghyan and Molinari (2023) 0 0 0 0 0 0 0 1
Econometric Methods for Program Evaluation 1 4 11 159 1 5 39 529
Efficient semiparametric estimation of multi-valued treatment effects under ignorability 0 0 15 598 0 3 41 1,458
Estimation of multivalued treatment effects under conditional independence 1 1 3 159 7 8 18 443
Extrapolating Treatment Effects in Multi-Cutoff Regression Discontinuity Designs 0 0 0 1 0 0 2 15
Generalized Jackknife Estimators of Weighted Average Derivatives 0 0 0 1 0 0 2 34
Housing, Health, and Happiness 1 4 12 256 2 5 18 819
Inference in Linear Regression Models with Many Covariates and Heteroscedasticity 0 0 0 3 0 0 1 24
Inference in regression discontinuity designs under local randomization 0 1 1 63 0 1 7 229
Introduction to the Special Section on Synthetic Control Methods 0 0 0 9 1 1 4 20
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 0 1 6 7
Manipulation testing based on density discontinuity 0 1 5 179 0 6 25 651
On Binscatter 0 2 9 13 2 7 40 52
On the Effect of Bias Estimation on Coverage Accuracy in Nonparametric Inference 1 1 1 9 1 1 6 54
Optimal Data-Driven Regression Discontinuity Plots 0 0 2 31 0 1 6 102
Optimal bandwidth choice for robust bias-corrected inference in regression discontinuity designs 1 1 3 5 2 2 7 12
Optimal convergence rates, Bahadur representation, and asymptotic normality of partitioning estimators 0 0 0 35 1 1 4 125
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 1 5 32 0 4 15 146
Prediction Intervals for Synthetic Control Methods 0 0 1 5 0 1 5 27
Randomization Inference in the Regression Discontinuity Design: An Application to Party Advantages in the U.S. Senate 2 5 15 15 7 17 54 54
Regression Discontinuity Designs 2 3 15 42 3 5 35 105
Regression Discontinuity Designs Using Covariates 0 3 22 129 4 12 61 549
Rejoinder 0 0 0 0 0 0 0 15
Robust Data-Driven Inference for Density-Weighted Average Derivatives 0 0 0 10 0 1 2 78
Robust Nonparametric Confidence Intervals for Regression‐Discontinuity Designs 0 0 4 65 1 8 34 434
Robust data-driven inference in the regression-discontinuity design 0 1 16 251 4 7 42 861
SMALL BANDWIDTH ASYMPTOTICS FOR DENSITY-WEIGHTED AVERAGE DERIVATIVES 0 0 0 7 0 0 1 47
Simple Local Polynomial Density Estimators 0 3 17 51 0 4 30 154
Two-Step Estimation and Inference with Possibly Many Included Covariates 0 0 0 6 0 1 1 76
Uniform Inference for Kernel Density Estimators with Dyadic Data 0 0 0 0 0 0 13 13
rdrobust: Software for regression-discontinuity designs 3 5 15 361 5 9 45 1,073
Total Journal Articles 12 39 180 2,633 44 125 618 9,030

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 1 1
multi-valued treatment effects 0 1 4 79 0 4 11 240
Total Chapters 0 1 4 79 0 4 12 241

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 3 9 37 1 7 31 163
POPARMS: Stata module for potential outcome parameter estimation 0 1 6 274 1 5 31 1,216
RDDENSITY: Stata module to perform Manipulation Testing Using Local Polynomial Density Estimation 2 3 14 87 2 17 69 556
RDROBUST: Stata module to provide robust data-driven inference in the regression-discontinuity design 3 14 67 894 18 58 299 4,501
Total Software Items 5 21 96 1,292 22 87 430 6,436

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Statistics updated 2025-07-04