More accurate semiparametric regression in pharmacogenomics

DOI10.4310/SII.2018.v11.n4.a2OpenAlexW2889999317WikidataQ66475866 ScholiaQ66475866MaRDI QIDQ1784713

Ji Zhu, Sihai Dave Zhao, Wei Yuan, Yi Li, Yao-hua Rong, Wei-hu Cheng

Publication date: 27 September 2018

Published in: Statistics and Its Interface (Search for Journal in Brave)

Full work available at URL: https://doi.org/10.4310/sii.2018.v11.n4.a2

zbMATH Keywords

model selectionsemiparametric regressionkernel machine

Mathematics Subject Classification ID

Nonparametric regression and quantile regression (62G08) Estimation in multivariate analysis (62H12) Ridge regression; shrinkage estimators (Lasso) (62J07) Applications of statistics to biology and medical sciences; meta analysis (62P10) General biostatistics (92B15) Nonparametric estimation (62G05) Measures of association (correlation, canonical correlation, etc.) (62H20) General nonlinear regression (62J02)

Uses Software

• R

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