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Dive into the research topics where Matias Damian Cattaneo is active. These topic labels come from the works of this person. Together they form a unique fingerprint.
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Collaborations and top research areas from the last five years
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Partitioning-Based Learning Methods for Treatment Effect Estimation and Inference
NSF - National Science Foundation
8/1/23 → 7/31/26
Project: Research project
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Conference: Statistical Foundations of Data Science and their Applications
NSF - National Science Foundation
2/1/23 → 1/31/24
Project: Research project
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Estimation and Inference with Network Data
NSF - National Science Foundation
8/15/22 → 7/31/25
Project: Research project
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New Developments in Methodology for Program Evaluation
NSF - National Science Foundation
8/1/20 → 7/31/23
Project: Research project
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Collaborative Research: Robust Inference for Kernel Smoothing and Related Problems
NSF - National Science Foundation
6/1/20 → 5/31/23
Project: Research project
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A guide to regression discontinuity designs in medical applications
Cattaneo, M. D., Keele, L. & Titiunik, R., Oct 30 2023, In: Statistics in Medicine. 42, 24, p. 4484-4513 30 p.Research output: Contribution to journal › Article › peer-review
Open Access1 Scopus citations -
Covariate Adjustment in Regression Discontinuity Designs
Cattaneo, M. D., Keele, L. & Titiunik, R., Jan 1 2023, Handbook of Matching and Weighting Adjustments for Causal Inference. CRC Press, p. 153-168 16 p.Research output: Chapter in Book/Report/Conference proceeding › Chapter
1 Scopus citations -
AVERAGE DENSITY ESTIMATORS: EFFICIENCY AND BOOTSTRAP CONSISTENCY
Cattaneo, M. D. & Jansson, M., Dec 23 2022, In: Econometric Theory. 38, 6, p. 1140-1174 35 p.Research output: Contribution to journal › Article › peer-review
Open Access -
Coverage error optimal confidence intervals for local polynomial regression
Calonico, S., Cattaneo, M. D. & Farrell, M. H., Nov 2022, In: Bernoulli. 28, 4, p. 2998-3022 25 p.Research output: Contribution to journal › Article › peer-review
8 Scopus citations -
lpdensity: Local Polynomial Density Estimation and Inference
Cattaneo, M. D., Jansson, M. & Ma, X., 2022, In: Journal of Statistical Software. 101, 2, p. 1-25 25 p.Research output: Contribution to journal › Article › peer-review
Open Access1 Scopus citations