Constrained binary classification using ensemble learning: an application to cost-efficient targeted PrEP strategies

Author:

Zheng Wenjing1ORCID,Balzer Laura2ORCID,van der Laan Mark1,Petersen Maya1,

Affiliation:

1. Division of Biostatistics, School of Public Health; University of California; Berkeley CA U.S.A.

2. Department of Biostatistics; Havard T.H. Chan School of Public Health; Boston MA U.S.A.

Funder

National Institutes of Health

R01

National Institute of Allergy and Infectious Diseases

U.S. President’s Emergency Plan for AIDS Relief

Publisher

Wiley

Subject

Statistics and Probability,Epidemiology

Reference33 articles.

1. World Health Organization Consolidated guidelines on the use of antiretroviral drugs for treating and preventing HIV infection. Technical Report, 2016

2. World Health Organization 2015

3. Super Learner;van der Laan;Statistical Applications in Genetics and Molecular Biology,2007

4. van der Laan MJ Dudoit S Unified cross-validation methodology for selection among estimators and a general cross-validated adaptive epsilon-net estimator: finite sample oracle inequalities and examples. Technical Report, Berkeley 2003

5. Asymptotics of cross-validated risk estimation in estimator selection and performance assessment;Dudoit;Statistical Methodology,2005

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