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 1 4 43 0 2 6 21
A Practical Introduction to Regression Discontinuity Designs: Extensions 0 0 2 33 0 0 9 40
A Practical Introduction to Regression Discontinuity Designs: Foundations 2 3 26 150 3 9 51 454
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 0 0 0 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 1 1 2 2
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 1 1 1 31 1 2 4 90
Attention Overload 0 0 2 22 1 1 3 20
Average Density Estimators: Efficiency and Bootstrap Consistency 0 0 0 21 0 1 3 26
Beta-Sorted Portfolios 0 0 0 24 0 1 3 54
Beta-Sorted Portfolios 0 0 0 3 1 1 1 14
Beta-sorted portfolios 0 0 1 1 1 1 5 5
Binscatter Regressions 0 0 6 45 0 3 22 193
Bootstrap-Assisted Inference for Generalized Grenander-type Estimators 0 0 0 13 1 1 4 16
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 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
Boundary Adaptive Local Polynomial Conditional Density Estimators 0 0 0 10 1 1 2 12
Characteristic-Sorted Portfolios: Estimation and Inference 0 1 1 42 0 1 2 93
Characteristic-Sorted Portfolios: Estimation and Inference 0 0 0 8 0 1 2 55
Context-Dependent Heterogeneous Preferences: A Comment on Barseghyan and Molinari (2023) 0 0 0 5 0 1 1 2
Continuity of the Distribution Function of the argmax of a Gaussian Process 0 0 9 9 0 2 10 10
Covariate Adjustment in Regression Discontinuity Designs 0 1 1 26 0 7 14 54
Coverage Error Optimal Confidence Intervals for Local Polynomial Regression 0 0 0 33 0 2 4 75
Estimation and Inference in Boundary Discontinuity Designs 0 14 14 14 0 10 10 10
Extrapolating Treatment Effects in Multi-Cutoff Regression Discontinuity Designs 1 1 3 62 2 5 9 130
Generalized Jackknife Estimators of Weighted Average Derivatives 0 0 0 29 0 1 1 83
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 1 3 183 2 6 13 582
Housing, health, and happiness 0 0 2 388 1 2 13 1,185
Inference in Linear Regression Models with Many Covariates and Heteroskedasticity 0 0 0 3 0 1 2 53
Inference in linear regression models with many covariates and heteroskedasticity 0 0 1 51 0 0 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 1 2 2 24
Nonlinear Binscatter Methods 0 0 1 2 0 1 3 3
Nonlinear Binscatter Methods 1 1 1 6 1 1 4 8
On Binscatter 0 0 0 27 3 3 7 78
On Rosenbaum's Rank-based Matching Estimator 0 0 0 4 0 0 2 5
On binscatter 0 0 1 3 0 1 6 11
On binscatter 0 0 0 22 0 0 2 96
On binscatter: binscatter plots 1 2 2 2 1 3 5 7
On the Effect of Bias Estimation on Coverage Accuracy in Nonparametric Inference 0 0 0 10 0 1 1 61
Optimal Bandwidth Choice for Robust Bias Corrected Inference in Regression Discontinuity Designs 1 1 8 61 4 13 48 246
Optimal Inference for Instrumental Variables Regression with non-Gaussian Errors 0 0 0 37 1 1 2 157
Prediction Intervals for Synthetic Control Methods 0 0 0 5 0 0 1 32
Regression Discontinuity Designs 0 3 4 62 2 13 27 90
Regression Discontinuity Designs Using Covariates 0 0 0 66 1 2 5 126
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 0 1 6 6
Robust Inference in Regression-Discontinuity Designs 0 0 1 68 0 1 7 292
Simple Local Polynomial Density Estimators 0 0 0 16 0 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 2 3 23 2 3 7 62
The Regression Discontinuity Design 0 0 1 59 0 1 5 97
Treatment Effect Heterogeneity in Regression Discontinuity Designs 0 1 42 42 2 4 111 111
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 0 0 0 0 3
Treatment effects with many covariates and heteroskedasticity 0 0 0 5 0 1 2 47
Two-Step Estimation and Inference with Possibly Many Included Covariates 0 0 0 16 0 1 1 38
Uncertainty Quantification in Synthetic Controls with Staggered Treatment Adoption 0 0 1 20 0 2 10 31
Uniform Estimation and Inference for Nonparametric Partitioning-Based M-Estimators 0 0 3 4 1 2 8 9
Yurinskii's Coupling for Martingales 0 0 0 11 2 2 5 19
lpdensity: Local Polynomial Density Estimation and Inference 0 0 0 28 1 2 4 73
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 1 3 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 1 1 4 183 3 4 27 602
scpi: Uncertainty Quantification for Synthetic Control Methods 0 1 8 23 0 2 22 64
Total Working Papers 9 36 163 2,444 40 134 548 6,837
12 registered items for which data could not be found

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 0 4 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 1 1 1 28
AVERAGE DENSITY ESTIMATORS: EFFICIENCY AND BOOTSTRAP CONSISTENCY 0 0 0 0 0 1 2 5
Analysis of regression-discontinuity designs with multiple cutoffs or multiple scores 0 1 3 39 2 7 18 166
BOOTSTRAPPING DENSITY-WEIGHTED AVERAGE DERIVATIVES 0 0 0 11 0 1 1 72
Binscatter regressions 0 1 3 3 1 4 11 11
Bootstrap‐Based Inference for Cube Root Asymptotics 0 0 0 3 0 1 2 29
Characteristic-Sorted Portfolios: Estimation and Inference 0 0 0 15 1 5 13 116
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 1 9 160 0 3 32 532
Efficient semiparametric estimation of multi-valued treatment effects under ignorability 0 1 12 599 3 7 31 1,465
Estimation of multivalued treatment effects under conditional independence 0 1 4 160 0 5 20 448
Extrapolating Treatment Effects in Multi-Cutoff Regression Discontinuity Designs 0 0 0 1 0 1 3 16
Generalized Jackknife Estimators of Weighted Average Derivatives 0 0 0 1 0 2 4 36
Housing, Health, and Happiness 0 1 11 257 1 4 19 823
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 0 1 4 230
Introduction to the Special Section on Synthetic Control Methods 0 1 1 10 0 2 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 2 2 6 181 7 11 30 662
On Binscatter 0 2 9 15 1 4 31 56
On the Effect of Bias Estimation on Coverage Accuracy in Nonparametric Inference 0 0 1 9 0 0 3 54
Optimal Data-Driven Regression Discontinuity Plots 0 0 2 31 1 2 7 104
Optimal bandwidth choice for robust bias-corrected inference in regression discontinuity designs 0 0 3 5 0 1 8 13
Optimal convergence rates, Bahadur representation, and asymptotic normality of partitioning estimators 0 0 0 35 0 2 6 127
Optimal inference for instrumental variables regression with non-Gaussian errors 0 0 0 13 0 1 1 111
Power calculations for regression-discontinuity designs 0 2 6 34 0 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 4 19 19 3 10 64 64
Regression Discontinuity Designs 0 0 13 42 2 9 38 114
Regression Discontinuity Designs Using Covariates 1 5 21 134 2 11 62 560
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 29 438
Robust data-driven inference in the regression-discontinuity design 0 3 17 254 2 8 44 869
SMALL BANDWIDTH ASYMPTOTICS FOR DENSITY-WEIGHTED AVERAGE DERIVATIVES 0 0 0 7 0 1 2 48
Simple Local Polynomial Density Estimators 0 0 13 51 0 1 22 155
Two-Step Estimation and Inference with Possibly Many Included Covariates 0 0 0 6 0 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 0 12 361 0 8 46 1,081
Total Journal Articles 4 27 173 2,660 28 135 633 9,165

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 0 1 11 241
Total Chapters 0 0 4 79 0 1 12 242

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 4 12 41 2 14 41 177
POPARMS: Stata module for potential outcome parameter estimation 1 3 9 277 2 5 30 1,221
RDDENSITY: Stata module to perform Manipulation Testing Using Local Polynomial Density Estimation 1 6 19 93 9 21 75 577
RDROBUST: Stata module to provide robust data-driven inference in the regression-discontinuity design 2 13 62 907 18 78 303 4,579
Total Software Items 5 26 102 1,318 31 118 449 6,554

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