Hierarchical resampling for bagging in multistudy prediction with applications to human neurochemical sensing-Reference-Cited by-同舟云学术

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Hierarchical resampling for bagging in multistudy prediction with applications to human neurochemical sensing

Published:2022-12-01 Issue:4 Volume:16 Page:
ISSN:1932-6157
Container-title:The Annals of Applied Statistics
language:
Short-container-title:Ann. Appl. Stat.

Author:

Loewinger Gabriel¹,Patil Prasad²,Kishida Kenneth T.³,Parmigiani Giovanni⁴

Affiliation:

1. Department of Biostatistics, Harvard T.H. Chan School of Public Health

2. Department of Biostatistics, Boston University School of Public Health

3. Department of Physiology and Pharmacology, Wake Forest School of Medicine

4. Department of Data Science, Dana Farber Cancer Institute

Publisher

Institute of Mathematical Statistics

Subject

Statistics, Probability and Uncertainty,Modeling and Simulation,Statistics and Probability

Reference45 articles.

1. De Vito, R., Bellio, R., Trippa, L. and Parmigiani, G. (2019). Multi-study factor analysis. Biometrics 75 337–346.

2. Davison, A. C. and Hinkley, D. V. (1997). Bootstrap Methods and Their Application. Cambridge Series in Statistical and Probabilistic Mathematics 1. Cambridge Univ. Press, Cambridge.

3. BANG, D., KISHIDA, K. T., LOHRENZ, T., WHITE, J. P., LAXTON, A. W., TATTER, S. B., FLEMING, S. M. and MONTAGUE, P. R. (2020). Sub-second dopamine and serotonin signaling in human striatum during perceptual decision-making. Neuron 108 999–1010.

4. BICKEL, S., BRÜCKNER, M. and SCHEFFER, T. (2009). Discriminative learning under covariate shift. J. Mach. Learn. Res. 10 2137–2155.

5. BREIMAN, L. (1996b). Stacked regressions. Mach. Learn. 24 49–64.

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