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 1 1 4 43 2 2 6 21
A Practical Introduction to Regression Discontinuity Designs: Extensions 0 0 3 33 0 1 10 40
A Practical Introduction to Regression Discontinuity Designs: Foundations 0 2 26 148 3 10 51 451
A Random Attention Model 0 0 0 6 0 0 1 29
A Random Attention Model 0 0 0 51 0 0 0 107
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 15
Alternative asymptotics and the partially linear model with many regressors 0 0 0 0 0 0 0 53
Alternative asymptotics and the partially linear model with many regressors 0 0 0 0 0 0 1 1
Analysis of Regression Discontinuity Designs with Multiple Cutoffs or Multiple Scores 0 0 0 30 0 1 3 89
Attention Overload 0 1 2 22 0 1 2 19
Average Density Estimators: Efficiency and Bootstrap Consistency 0 0 0 21 0 1 3 26
Beta-Sorted Portfolios 0 0 0 24 0 1 4 54
Beta-Sorted Portfolios 0 0 0 3 0 0 0 13
Beta-sorted portfolios 0 0 1 1 0 1 4 4
Binscatter Regressions 0 1 8 45 1 4 25 193
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 1 1 1 91
Bootstrapping Kernel-Based Semiparametric Estimators 0 0 0 67 0 0 0 74
Bootstrapping density-weighted average derivatives 0 0 0 16 0 1 3 111
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 2 55
Characteristic-Sorted Portfolios: Estimation and Inference 1 1 1 42 1 1 2 93
Context-Dependent Heterogeneous Preferences: A Comment on Barseghyan and Molinari (2023) 0 0 0 5 1 1 1 2
Context-Dependent Heterogeneous Preferences: A Comment on Barseghyan and Molinari (2023) 0 0 0 2 0 0 0 2
Continuity of the Distribution Function of the argmax of a Gaussian Process 0 0 9 9 2 3 10 10
Covariate Adjustment in Regression Discontinuity Designs 1 1 2 26 5 8 16 54
Coverage Error Optimal Confidence Intervals for Local Polynomial Regression 0 0 0 33 1 3 4 75
Estimation and Inference in Boundary Discontinuity Designs 0 14 14 14 4 10 10 10
Extrapolating Treatment Effects in Multi-Cutoff Regression Discontinuity Designs 0 0 2 61 1 4 7 128
Generalized Jackknife Estimators of Weighted Average Derivatives 0 0 0 29 1 1 1 83
Generalized Jackknife Estimators of Weighted Average Derivatives 0 0 0 0 0 0 2 5
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 1 1 3 183 2 5 11 580
Housing, health, and happiness 0 0 2 388 1 2 14 1,184
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 1 1 3 53
Inference in linear regression models with many covariates and heteroskedasticity 0 1 1 51 0 1 3 98
Inference in linear regression models with many covariates and heteroskedasticity 0 0 0 1 0 0 2 7
Large Sample Properties of Partitioning-Based Series Estimators 0 0 0 39 0 0 1 29
Local Regression Distribution Estimators 0 1 1 18 0 1 1 23
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 5 5 0 0 4 7
Nonlinear Binscatter Methods 0 0 1 2 0 1 3 3
On Binscatter 0 0 0 27 0 0 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 0 1 3 0 1 6 11
On binscatter: binscatter plots 1 1 1 1 1 2 4 6
On the Effect of Bias Estimation on Coverage Accuracy in Nonparametric Inference 0 0 0 10 1 1 2 61
Optimal Bandwidth Choice for Robust Bias Corrected Inference in Regression Discontinuity Designs 0 1 7 60 6 14 44 242
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 1 3 4 62 4 12 26 88
Regression Discontinuity Designs Using Covariates 0 0 0 66 1 1 4 125
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 0 5 5 1 1 6 6
Robust Inference in Regression-Discontinuity Designs 0 1 3 68 1 2 11 292
SMALL BANDWIDTH ASYMPTOTICS FOR DENSITY-WEIGHTED AVERAGE DERIVATIVES 0 0 0 0 1 1 2 4
Simple Local Polynomial Density Estimators 0 0 2 15 0 0 10 55
Simple Local Polynomial Density Estimators 0 1 2 11 0 2 7 70
Simple Local Polynomial Density Estimators 0 0 0 16 1 1 2 64
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 1 1 2 22 1 1 5 60
The Regression Discontinuity Design 0 0 1 59 0 1 5 97
Treatment Effect Heterogeneity in Regression Discontinuity Designs 1 1 42 42 2 6 109 109
Treatment Effects with Many Covariates and Heteroskedasticity 0 0 0 22 0 0 1 53
Treatment effects with many covariates and heteroskedasticity 0 0 0 5 1 1 2 47
Treatment effects with many covariates and heteroskedasticity 0 0 0 0 0 0 0 3
Two-Step Estimation and Inference with Possibly Many Included Covariates 0 0 0 1 1 2 4 25
Two-Step Estimation and Inference with Possibly Many Included Covariates 0 0 0 16 0 1 1 38
Two-Step Estimation and Inference with Possibly Many Included Covariates 0 0 0 1 0 0 1 9
Uncertainty Quantification in Synthetic Controls with Staggered Treatment Adoption 0 0 1 20 1 2 12 31
Uniform Estimation and Inference for Nonparametric Partitioning-Based M-Estimators 0 0 4 4 1 2 8 8
Yurinskii's Coupling for Martingales 0 0 0 11 0 0 3 17
lpdensity: Local Polynomial Density Estimation and Inference 0 0 0 28 1 2 4 72
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 1 1 4 25
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 1 28 599
scpi: Uncertainty Quantification for Synthetic Control Methods 0 1 8 23 0 3 24 64
Total Working Papers 8 34 175 2,479 53 128 575 7,046

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 2 5 15 127
A martingale decomposition for quadratic forms of Markov chains (with applications) 0 0 0 8 0 0 1 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 1 1 2 5
Analysis of regression-discontinuity designs with multiple cutoffs or multiple scores 1 1 3 39 4 6 16 164
BOOTSTRAPPING DENSITY-WEIGHTED AVERAGE DERIVATIVES 0 0 0 11 0 1 1 72
Binscatter regressions 1 1 3 3 1 4 10 10
Bootstrap‐Based Inference for Cube Root Asymptotics 0 0 0 3 0 1 2 29
Characteristic-Sorted Portfolios: Estimation and Inference 0 0 1 15 1 4 13 115
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 0 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 0 2 10 160 1 4 37 532
Efficient semiparametric estimation of multi-valued treatment effects under ignorability 1 1 12 599 3 4 34 1,462
Estimation of multivalued treatment effects under conditional independence 0 2 4 160 3 12 22 448
Extrapolating Treatment Effects in Multi-Cutoff Regression Discontinuity Designs 0 0 0 1 1 1 3 16
Generalized Jackknife Estimators of Weighted Average Derivatives 0 0 0 1 2 2 4 36
Housing, Health, and Happiness 0 2 12 257 1 5 19 822
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 0 1 63 1 1 6 230
Introduction to the Special Section on Synthetic Control Methods 0 1 1 10 1 3 5 22
Kernel†Based Semiparametric Estimators: Small Bandwidth Asymptotics and Bootstrap Consistency 0 0 0 5 0 1 1 56
Local regression distribution estimators 0 1 1 1 0 1 6 8
Manipulation testing based on density discontinuity 0 0 5 179 2 4 27 655
On Binscatter 2 2 9 15 2 5 34 55
On the Effect of Bias Estimation on Coverage Accuracy in Nonparametric Inference 0 1 1 9 0 1 6 54
Optimal Data-Driven Regression Discontinuity Plots 0 0 2 31 1 1 7 103
Optimal bandwidth choice for robust bias-corrected inference in regression discontinuity designs 0 1 3 5 1 3 8 13
Optimal convergence rates, Bahadur representation, and asymptotic normality of partitioning estimators 0 0 0 35 0 3 6 127
Optimal inference for instrumental variables regression with non-Gaussian errors 0 0 0 13 1 1 1 111
Power calculations for regression-discontinuity designs 2 2 6 34 2 2 16 148
Prediction Intervals for Synthetic Control Methods 0 1 2 6 0 1 6 28
Randomization Inference in the Regression Discontinuity Design: An Application to Party Advantages in the U.S. Senate 1 5 18 18 2 14 61 61
Regression Discontinuity Designs 0 2 14 42 4 10 39 112
Regression Discontinuity Designs Using Covariates 2 4 22 133 6 13 63 558
Rejoinder 0 0 0 0 0 0 0 15
Robust Data-Driven Inference for Density-Weighted Average Derivatives 0 0 0 10 0 0 2 78
Robust Nonparametric Confidence Intervals for Regression‐Discontinuity Designs 0 0 3 65 1 4 33 437
Robust data-driven inference in the regression-discontinuity design 2 3 18 254 4 10 47 867
SMALL BANDWIDTH ASYMPTOTICS FOR DENSITY-WEIGHTED AVERAGE DERIVATIVES 0 0 0 7 0 1 2 48
Simple Local Polynomial Density Estimators 0 0 15 51 0 1 25 155
Two-Step Estimation and Inference with Possibly Many Included Covariates 0 0 0 6 2 8 9 84
Uniform Inference for Kernel Density Estimators with Dyadic Data 0 0 0 0 0 0 13 13
rdrobust: Software for regression-discontinuity designs 0 3 14 361 3 13 48 1,081
Total Journal Articles 12 35 181 2,656 53 151 655 9,137

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 0 4 79 1 1 12 241
Total Chapters 0 0 4 79 1 1 13 242

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 3 11 40 6 13 40 175
POPARMS: Stata module for potential outcome parameter estimation 1 2 8 276 1 4 29 1,219
RDDENSITY: Stata module to perform Manipulation Testing Using Local Polynomial Density Estimation 3 7 18 92 7 14 71 568
RDROBUST: Stata module to provide robust data-driven inference in the regression-discontinuity design 7 14 67 905 41 78 315 4,561
Total Software Items 12 26 104 1,313 55 109 455 6,523

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Statistics updated 2025-09-05