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Matias D. Cattaneo

Princeton University (from arXiv:2501.13265, 2025) · ORCID · OpenAlex

83 papers in scope · 68 published · 43 on the econ.EM arXiv · 11,123 citations · h-index 32 (over the papers listed here)

Related authors

The 20 authors closest to this one in our weighted citation graph, most related first.

  1. Rocío Titiunik
  2. Sebastián Calónico
  3. Max H. Farrell
  4. Gonzalo Vázquez-Baré
  5. Nicolás Idrobo
  6. Luke Keele
  7. Filippo Palomba
  8. Yingjie Feng
  9. Michael Jansson
  10. Masayuki Sawada
  11. Victor Chernozhukov
  12. Yuta Okamoto
  13. Richard K. Crump
  14. Xinwei Ma
  15. Takuya Ishihara
  16. Rong Yu
  17. Yiwei Sun
  18. Jordan Matsudaira
  19. Christina Korting
  20. Yi Shen

Proximity is measured over citations between two papers we both hold, weighted by how heavily one leans on the other, and is symmetric — it does not distinguish citing from being cited. Authors without a profile here are skipped, and a genuinely close colleague can be missing simply because their work is not in our arXiv corpus. Method: docs/06-citations-pipeline.md.

Papers

(48 of 83)

Sharp anti-concentration inequalities for extremum statistics via copulas
published2026 · Bernoulli
with Ricardo Masini, William G. Underwood
Bernoulli
Continuity of the Distribution Function of the argmax of a Gaussian Process
published2026 · Econometrica
with Gregory Fletcher Cox, Michael Jansson, Kenichi Nagasawa
Paper profile Econometrica arXiv:2501.13265
Inference with Mondrian random forests
published2025 · Journal of the Royal Statistical Society Series B (Statistical Methodology) · 1 citations · first circulated 2023
with Jason M. Klusowski, William G. Underwood
Journal of the Royal Statistical Society Series B (Statistical Methodology)
Randomization inference for before-and-after studies with multiple units: an application to a criminal procedure reform in Uruguay
published2025 · Journal of the Royal Statistical Society Series A (Statistics in Society) · first circulated 2024
with Carlos Díaz, Rocío Titiunik, Carlos Díaz-Delgado
Journal of the Royal Statistical Society Series A (Statistics in Society)
Boundary Discontinuity Designs: Theory and Practice
working paper2025 · arXiv
with Rocío Titiunik, Rong Yu
Paper profile arXiv arXiv:2511.06474
Robust Inference for Convex Pairwise Difference Estimators
working paper2025 · arXiv
with Michael Jansson, Kenichi Nagasawa, Matías Cattaneo
Paper profile arXiv arXiv:2510.05991
Yurinskii’s coupling for martingales
published2025 · The Annals of Statistics · 3 citations · first circulated 2022
with Ricardo Masini, William G. Underwood
Paper profile The Annals of Statistics arXiv:2210.00362
Accuracy Limits of Causal Trees for Individualized Treatment Effects
working paper2025 · arXiv
with Jason M. Klusowski, Rong Yu
Paper profile arXiv arXiv:2509.11381
Leveraging Covariates in Regression Discontinuity Designs
working paper2025 · arXiv
with Filippo Palomba
Paper profile arXiv arXiv:2507.14311
rdhte: Conditional Average Treatment Effects in RD Designs
working paper2025 · arXiv
with Sebastián Calónico, Max H. Farrell, Filippo Palomba, Rocío Titiunik
Paper profile arXiv arXiv:2507.01128
Strong approximations for empirical processes indexed by Lipschitz functions
published2025 · The Annals of Statistics · 2 citations · first circulated 2024
with Rong Yu, Ruiqi
Paper profile The Annals of Statistics arXiv:2406.04191
Uncertainty Quantification in Synthetic Controls with Staggered Treatment Adoption
published2025 · The Review of Economics and Statistics · 8 citations · first circulated 2022
with Yingjie Feng, Filippo Palomba, Rocío Titiunik
Paper profile The Review of Economics and Statistics arXiv:2210.05026
Treatment Effect Heterogeneity in Regression Discontinuity Designs
working paper2025 · arXiv
with Sebastián Calónico, Max H. Farrell, Filippo Palomba, Rocío Titiunik
Paper profile arXiv arXiv:2503.13696
lpcde: Estimation and Inference for Local Polynomial Conditional Density Estimators
published2025 · The Journal of Open Source Software · 1 citations · first circulated 2022
with Rajita Chandak, Michael Jansson, Xinwei Ma
The Journal of Open Source Software
Binscatter regressions
published2025 · The Stata Journal Promoting communications on statistics and Stata · 23 citations · first circulated 2019
with Richard K. Crump, Max H. Farrell, Yingjie Feng
Paper profile The Stata Journal Promoting communications on statistics and Stata arXiv:1902.09615
Robust Inference for the Direct Average Treatment Effect with Treatment Assignment Interference
working paper2025 · arXiv
with Yihan He, Ruiqi
Paper profile arXiv arXiv:2502.13238
scpi : Uncertainty Quantification for Synthetic Control Methods
published2025 · Journal of Statistical Software · 4 citations · first circulated 2022
with Yingjie Feng, Filippo Palomba, Rocío Titiunik
Paper profile Journal of Statistical Software arXiv:2202.05984
On Rosenbaum’s rank-based matching estimator
published2024 · Biometrika · 1 citations · first circulated 2023
with Fang Han, Zhexiao Lin
Paper profile Biometrika arXiv:2312.07683
Comment: Protocols for Observational Studies: An Application to Regression Discontinuity Designs
published2024 · Statistical Science · 1 citations
with Rocío Titiunik
Statistical Science
Higher-order refinements of small bandwidth asymptotics for density-weighted average derivative estimators
published2024 · Journal of Econometrics · 2 citations · first circulated 2022
with Max H. Farrell, Michael Jansson, Ricardo Masini
Paper profile Journal of Econometrics arXiv:2301.00277
Uniform Estimation and Inference for Nonparametric Partitioning-Based M-Estimators
working paper2024 · arXiv
with Yingjie Feng, Boris Shigida
Paper profile arXiv arXiv:2409.05715
Bootstrap-assisted inference for generalized Grenander-type estimators
published2024 · The Annals of Statistics · 2 citations · first circulated 2023
with Michael Jansson, Kenichi Nagasawa
Paper profile The Annals of Statistics arXiv:2303.13598
Boundary adaptive local polynomial conditional density estimators
published2024 · Bernoulli · 10 citations · first circulated 2022
with Rajita Chandak, Michael Jansson, Xinwei Ma
Paper profile Bernoulli arXiv:2204.10359
Nonlinear Binscatter Methods
working paper2024 · arXiv · 7 citations
with Richard K. Crump, Max H. Farrell, Yingjie Feng, Max Farrell
Paper profile arXiv arXiv:2407.15276
On Binscatter
published2024 · American Economic Review · 124 citations · first circulated 2019
with Richard K. Crump, Max H. Farrell, Yingjie Feng, Max Farrell
Paper profile American Economic Review arXiv:1902.09608
Convergence rates of oblique regression trees for flexible function libraries
published2024 · The Annals of Statistics · 6 citations · first circulated 2022
with Rajita Chandak, Jason M. Klusowski
The Annals of Statistics
Data science in economics and finance: Introduction
published2023 · Journal of Econometrics · 1 citations
with Yingying Fan, Runze Li, Rui Song
Journal of Econometrics
Uniform Inference for Kernel Density Estimators with Dyadic Data
published2023 · Journal of the American Statistical Association · 7 citations · first circulated 2022
with Yingjie Feng, William G. Underwood
Journal of the American Statistical Association
Context-Dependent Heterogeneous Preferences: A Comment on Barseghyan and Molinari (2023)
published2023 · Journal of Business and Economic Statistics
with Xinwei Ma, Yusufcan Masatlıoĝlu
Paper profile Journal of Business and Economic Statistics arXiv:2305.10934
A guide to regression discontinuity designs in medical applications
published2023 · Statistics in Medicine · 32 citations
with Luke Keele, Rocío Titiunik
Paper profile Statistics in Medicine arXiv:2302.07413
A Practical Introduction to Regression Discontinuity Designs: Extensions
working paper2023 · arXiv · 51 citations
with Nicolás Idrobo, Rocío Titiunik
Paper profile arXiv arXiv:2301.08958
Coverage error optimal confidence intervals for local polynomial regression
published2022 · Bernoulli · 30 citations · first circulated 2018
with Sebastián Calónico, Max H. Farrell
Paper profile Bernoulli arXiv:1808.01398
Beta-Sorted Portfolios
working paper2022 · arXiv · 2 citations
with Richard K. Crump, Ning Wang, Weining Wang
Paper profile arXiv arXiv:2208.10974
Regression Discontinuity Designs
published2022 · Annual Review of Economics · 33 citations · first circulated 2020
with Rocío Titiunik, Gonzalo Vázquez-Baré
Paper profile Annual Review of Economics arXiv:1906.04242 arXiv:2108.09400
lpdensity : Local Polynomial Density Estimation and Inference
published2022 · Journal of Statistical Software · 20 citations · first circulated 2017
with Michael Jansson, Xinwei Ma
Paper profile Journal of Statistical Software arXiv:1906.06529
AVERAGE DENSITY ESTIMATORS: EFFICIENCY AND BOOTSTRAP CONSISTENCY
published2021 · Econometric Theory · 7 citations · first circulated 2019
with Michael Jansson
Paper profile Econometric Theory arXiv:1904.09372
Attention Overload.
working paper2021 · arXiv · 2 citations
with Paul Cheung, Xinwei Ma, Yusufcan Masatlıoĝlu
Paper profile arXiv arXiv:2110.10650
Covariate Adjustment in Regression Discontinuity Designs
working paper2021 · arXiv · 21 citations
with Luke Keele, Rocío Titiunik
Paper profile arXiv arXiv:2110.08410
Introduction to the Special Section on Synthetic Control Methods
published2021 · Journal of the American Statistical Association · 12 citations
with Alberto Abadie
Journal of the American Statistical Association
Prediction Intervals for Synthetic Control Methods
published2021 · Journal of the American Statistical Association · 18 citations
with Yingjie Feng, Rocío Titiunik
Paper profile Journal of the American Statistical Association arXiv:1912.07120
Local regression distribution estimators
published2021 · Journal of Econometrics · 33 citations · first circulated 2020
with Michael Jansson, Xinwei Ma
Paper profile Journal of Econometrics arXiv:2009.14367
Analysis of regression-discontinuity designs with multiple cutoffs or multiple scores
published2020 · The Stata Journal Promoting communications on statistics and Stata · 13 citations · first circulated 2019
with Rocío Titiunik, Gonzalo Vázquez-Baré
Paper profile The Stata Journal Promoting communications on statistics and Stata arXiv:1912.07346
Extrapolating Treatment Effects in Multi-Cutoff Regression Discontinuity Designs
published2020 · Journal of the American Statistical Association · 12 citations · first circulated 2018
with Luke Keele, Rocío Titiunik, Gonzalo Vázquez-Baré
Paper profile Journal of the American Statistical Association arXiv:1808.04416
Large sample properties of partitioning-based series estimators
published2020 · The Annals of Statistics · 46 citations · first circulated 2018
with Max H. Farrell, Yingjie Feng
Paper profile The Annals of Statistics arXiv:1804.04916
Bootstrap‐Based Inference for Cube Root Asymptotics
published2020 · Econometrica · 28 citations · first circulated 2017
with Michael Jansson, Kenichi Nagasawa
Paper profile Econometrica arXiv:1704.08066
lspartition: Partitioning-Based Least Squares Regression
published2020 · The R Journal · 3 citations · first circulated 2019
with D. Cattaneo Matias, H. Farrell Max, Yingjie Feng, Max H. Farrell
Paper profile The R Journal arXiv:1906.00202
A Practical Introduction to Regression Discontinuity Designs: Foundations
working paper2019 · arXiv · 60 citations
with Nicolás Idrobo, Rocío Titiunik
Paper profile arXiv arXiv:1911.09511
Characteristic-Sorted Portfolios: Estimation and Inference
published2019 · The Review of Economics and Statistics · 19 citations
with Richard K. Crump, Max H. Farrell, Ernst Schaumburg
Paper profile The Review of Economics and Statistics arXiv:1809.03584
A Random Attention Model
published2019 · Journal of Political Economy · 9 citations
with Xinwei Ma, Yusufcan Masatlıoĝlu, Elchin Suleymanov
Paper profile Journal of Political Economy arXiv:1712.03448
Simple Local Polynomial Density Estimators
published2019 · Journal of the American Statistical Association · 662 citations · first circulated 2018
with Michael Jansson, Xinwei Ma
Paper profile Journal of the American Statistical Association arXiv:1811.11512
Power calculations for regression-discontinuity designs
published2019 · The Stata Journal Promoting communications on statistics and Stata · 92 citations
with Rocío Titiunik, Gonzalo Vázquez-Baré
The Stata Journal Promoting communications on statistics and Stata
nprobust : Nonparametric Kernel-Based Estimation and Robust Bias-Corrected Inference
published2019 · Journal of Statistical Software · 23 citations
with Sebastián Calónico, Max H. Farrell
Paper profile Journal of Statistical Software arXiv:1906.00198
Two-Step Estimation and Inference with Possibly Many Included Covariates
published2018 · The Review of Economic Studies · 58 citations
with Michael Jansson, Xinwei Ma
Paper profile The Review of Economic Studies arXiv:1807.10100
Econometric Methods for Program Evaluation
published2018 · Annual Review of Economics · 429 citations
with Alberto Abadie
Annual Review of Economics
Regression Discontinuity Designs Using Covariates
published2018 · The Review of Economics and Statistics · 670 citations
with Sebastián Calónico, Max H. Farrell, Rocío Titiunik
Paper profile The Review of Economics and Statistics arXiv:1809.03904
Manipulation Testing Based on Density Discontinuity
published2018 · The Stata Journal Promoting communications on statistics and Stata · 685 citations
with Michael Jansson, Xinwei Ma
The Stata Journal Promoting communications on statistics and Stata
Kernel-Based Semiparametric Estimators: Small Bandwidth Asymptotics and Bootstrap Consistency
published2018 · Econometrica · 59 citations
with Michael Jansson
Econometrica
Inference in Linear Regression Models with Many Covariates and Heteroscedasticity
published2017 · Journal of the American Statistical Association · 104 citations
with Michael Jansson, Whitney K. Newey
Journal of the American Statistical Association
Rdrobust: Software for Regression-discontinuity Designs
published2017 · The Stata Journal Promoting communications on statistics and Stata · 891 citations
with Sebastián Calónico, Max H. Farrell, Rocío Titiunik
The Stata Journal Promoting communications on statistics and Stata
Comparing Inference Approaches for RD Designs: A Reexamination of the Effect of Head Start on Child Mortality
published2017 · Journal of Policy Analysis and Management · 157 citations
with Rocío Titiunik, Gonzalo Vázquez-Baré
Journal of Policy Analysis and Management
On the Effect of Bias Estimation on Coverage Accuracy in Nonparametric Inference
published2017 · Journal of the American Statistical Association · 346 citations · first circulated 2015
with Sebastián Calónico, Max H. Farrell
Paper profile Journal of the American Statistical Association arXiv:1508.02973
The Choice of Neighborhood in Regression Discontinuity Designs
published2017 · Observational Studies · 60 citations
with Gonzalo Vázquez-Baré
Observational Studies
ALTERNATIVE ASYMPTOTICS AND THE PARTIALLY LINEAR MODEL WITH MANY REGRESSORS
published2016 · Econometric Theory · 44 citations · first circulated 2015
with Michael Jansson, Whitney K. Newey
Paper profile Econometric Theory arXiv:1505.08120
Inference in Regression Discontinuity Designs under Local Randomization
published2016 · The Stata Journal Promoting communications on statistics and Stata · 126 citations
with Rocío Titiunik, Gonzalo Vázquez-Baré
The Stata Journal Promoting communications on statistics and Stata
Interpreting Regression Discontinuity Designs with Multiple Cutoffs
published2016 · The Journal of Politics · 208 citations
with Luke Keele, Rocío Titiunik, Gonzalo Vázquez-Baré, Rocio Titiunik, Gonzalo Vazquez-Bare
The Journal of Politics
Inference in Linear Regression Models with Many Covariates and Heteroskedasticity
working paper2015 · arXiv · 50 citations
with Michael Jansson, Whitney K. Newey
Paper profile arXiv arXiv:1507.02493
Optimal Data-Driven Regression Discontinuity Plots
published2015 · Journal of the American Statistical Association · 468 citations
with Sebastián Calónico, Rocío Titiunik
Journal of the American Statistical Association
Optimal bandwidth choice for robust bias-corrected inference in regression discontinuity designs
published2014 · The Stata Journal Promoting communications on statistics and Stata · 716 citations
with Sebastián Calónico, Rocío Titiunik, D. Cattaneo Matias, Max H. Farrell
Paper profile The Stata Journal Promoting communications on statistics and Stata arXiv:1809.00236
Robust Nonparametric Confidence Intervals for Regression-Discontinuity Designs
published2014 · Econometrica · 3034 citations
with Sebastián Calónico, Rocío Titiunik
Econometrica
Randomization Inference in the Regression Discontinuity Design: An Application to Party Advantages in the U.S. Senate
published2014 · Journal of Causal Inference · 343 citations
with Brigham Frandsen, Rocío Titiunik
Journal of Causal Inference
Comment
published2014 · Journal of Business and Economic Statistics · 5 citations
with Richard K. Crump
Journal of Business and Economic Statistics
BOOTSTRAPPING DENSITY-WEIGHTED AVERAGE DERIVATIVES
published2014 · Econometric Theory · 6 citations · first circulated 2010
with Richard K. Crump, Michael Jansson
Econometric Theory
Rejoinder
published2013 · Journal of the American Statistical Association
with Richard K. Crump, Michael Jansson
Journal of the American Statistical Association
A martingale decomposition for quadratic forms of Markov chains (with applications)
published2013 · Stochastic Processes and their Applications · 11 citations
with Yves F. Atchadé
Stochastic Processes and their Applications
Estimation of Multivalued Treatment Effects under Conditional Independence
published2013 · The Stata Journal Promoting communications on statistics and Stata · 196 citations
with David M. Drukker, Ashley D. Holland
The Stata Journal Promoting communications on statistics and Stata
SMALL BANDWIDTH ASYMPTOTICS FOR DENSITY-WEIGHTED AVERAGE DERIVATIVES
published2013 · Econometric Theory · 7 citations · first circulated 2008
with Richard K. Crump, Michael Jansson
Econometric Theory
Optimal convergence rates, Bahadur representation, and asymptotic normality of partitioning estimators
published2013 · Journal of Econometrics · 70 citations
with Max H. Farrell
Journal of Econometrics
Generalized Jackknife Estimators of Weighted Average Derivatives
published2012 · Journal of the American Statistical Association · 7 citations
with Richard K. Crump, Michael Jansson
Journal of the American Statistical Association
Optimal inference for instrumental variables regression with non-Gaussian errors
published2011 · Journal of Econometrics · 12 citations · first circulated 2007
with Richard K. Crump, Michael Jansson
Journal of Econometrics
Robust Data-Driven Inference for Density-Weighted Average Derivatives
published2010 · Journal of the American Statistical Association · 38 citations · first circulated 2009
with Richard K. Crump, Michael Jansson
Journal of the American Statistical Association
Efficient semiparametric estimation of multi-valued treatment effects under ignorability
published2009 · Journal of Econometrics · 620 citations
Journal of Econometrics
Housing, Health, and Happiness
published2009 · American Economic Journal Economic Policy · 248 citations · first circulated 2007
with Sebastián Galiani, Paul Gertler, Sebastián Martínez, Rocío Titiunik, Sebastian Galiano
American Economic Journal Economic Policy
Probabilistic risk modeling at the wildland urban interface: the 2003 Cedar Fire
published2008 · Environmetrics · 24 citations
with David R. Brillinger, B. S. Autrey
Environmetrics

Assembled from arXiv and OpenAlex. Duplicate records for the same paper are merged, and the published version is shown where we could identify one. Corrections welcome.