GENERALIZATION ERROR BOUNDS OF DYNAMIC TREATMENT REGIMES IN PENALIZED REGRESSION-BASED LEARNING

Oh, E. J., Qian, M., & Cheung, Y. K. (2022). Generalization error bounds of dynamic treatment regimes in penalized regression-based learning. The Annals of Statistics, 50(4). https://doi.org/10.1214/22-aos2171
Authors:
Eun Jeong Oh
Min Qian
Ying Kuen Cheung
Affiliated Authors:
Eun Jeong Oh
Min Qian
Ying Kuen Cheung
Columbia Affiliation:
Author Keywords:
personalized medicine
regression-based learning
treatment decision making
variable selection
backward induction
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Publication Type:
Article
Unique ID:
10.1214/22-AOS2171
DOI:
10.1214/22-AOS2171
Journal:
Annals of Statistics
Publication Date:
Data Source:
Web of Science
Source Link:
View Web of Science Record

Record Created: