Partial linear varying multi-index coefficient model for integrative gene-environment interactions

DOI10.5705/ss.202015.0114zbMath1359.62483OpenAlexW2474765168WikidataQ41155201 ScholiaQ41155201MaRDI QIDQ5739469

Xu Liu, Yuehua Cui, Run-Ze Li

Publication date: 15 July 2016

Published in: Statistica Sinica (Search for Journal in Brave)

Full work available at URL: http://europepmc.org/articles/pmc5033130

zbMATH Keywords

B-splinevarying coefficient modelsingle index modelbackfittingassociation study

Mathematics Subject Classification ID

Asymptotic properties of parametric estimators (62F12) Nonparametric regression and quantile regression (62G08) Epidemiology (92D30) Asymptotic properties of nonparametric inference (62G20) Applications of statistics to biology and medical sciences; meta analysis (62P10) Parametric hypothesis testing (62F03) Paired and multiple comparisons; multiple testing (62J15)

Related Items (7)

Sufficient dimension reduction in the presence of controlling variables ⋮ Estimation and Inference for Dynamic Single-Index Varying-Coefficient Models ⋮ Structured Ultrahigh Dimensional Multiple-Index Models with Efficient Estimation in Computation And Theory ⋮ Semiparametric function-on-function quantile regression model with dynamic single-index interactions ⋮ Nonlinear interaction detection through partial dimension reduction with missing response data ⋮ Variable selection for single-index varying-coefficients models with applications to synergistic \(\mathrm{G} \times \mathrm{E}\) interactions ⋮ Generalized partial linear varying multi-index coefficient model for gene-environment interactions

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