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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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Collaborative Research: Flexible Regression Methods for Climate Economics
Cattaneo, M. D. (PI)
NSF - National Science Foundation
7/1/24 → 6/30/27
Project: Research project
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Partitioning-Based Learning Methods for Treatment Effect Estimation and Inference
Cattaneo, M. D. (PI)
NSF - National Science Foundation
8/1/23 → 7/31/26
Project: Research project
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Estimation and Inference with Network Data
Cattaneo, M. D. (PI)
NSF - National Science Foundation
8/15/22 → 7/31/25
Project: Research project
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Conference: Statistical Foundations of Data Science and their Applications
Cattaneo, M. D. (PI)
NSF - National Science Foundation
2/1/23 → 1/31/24
Project: Research project
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New Developments in Methodology for Program Evaluation
Cattaneo, M. D. (PI)
NSF - National Science Foundation
8/1/20 → 7/31/23
Project: Research project
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On Rosenbaum’s rank-based matching estimator
Cattaneo, M. D., Han, F. & Lin, Z., 2025, In: Biometrika. 112, 1, asae062.Research output: Contribution to journal › Article › peer-review
Open Access -
BOOTSTRAP-ASSISTED INFERENCE FOR GENERALIZED GRENANDER-TYPE ESTIMATORS
Cattaneo, M. D., Jansson, M. & Nagasawa, K., Aug 2024, In: Annals of Statistics. 52, 4, p. 1509-1533 25 p.Research output: Contribution to journal › Article › peer-review
Open Access1 Scopus citations -
Boundary adaptive local polynomial conditional density estimators
Cattaneo, M. D., Chandak, R. I. T., Jansson, M. C. & Ma, X. N., Nov 2024, In: Bernoulli. 30, 4, p. 3193-3223 31 p.Research output: Contribution to journal › Article › peer-review
Open Access2 Scopus citations -
Comment: Protocols for Observational Studies: An Application to Regression Discontinuity Designs
Cattaneo, M. D. & Titiunik, R., 2024, In: Statistical Science. 39, 4, p. 560-565 6 p.Research output: Contribution to journal › Article › peer-review
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CONVERGENCE RATES OF OBLIQUE REGRESSION TREES FOR FLEXIBLE FUNCTION LIBRARIES
Cattaneo, M. D., Chandak, R. & Klusowski, J. M., Apr 2024, In: Annals of Statistics. 52, 2, p. 466-490 25 p.Research output: Contribution to journal › Article › peer-review
Open Access1 Scopus citations