Direct Simultaneous Inference in Additive Models and Its Application to Model Undernutrition

DOI10.1080/01621459.2012.682809zbMath1258.62114OpenAlexW2032862843MaRDI QIDQ4904708

Tatyana Krivobokova, Stefan Sperlich, Manuel Wiesenfarth, Stephan Klasen

Publication date: 31 January 2013

Published in: Journal of the American Statistical Association (Search for Journal in Brave)

Full work available at URL: https://archive-ouverte.unige.ch/unige:23196

zbMATH Keywords

heteroscedasticitypenalized splinesconfidence bandsspecification testKenyalocally adaptive smoothingvarying variance

Mathematics Subject Classification ID

Applications of statistics to biology and medical sciences; meta analysis (62P10) Nonparametric tolerance and confidence regions (62G15) Monte Carlo methods (65C05) Medical applications (general) (92C50)

Related Items

Adaptive penalized splines for data smoothing, Statistical inference for generalized additive models: simultaneous confidence corridors and variable selection, Estimation and Inference for Generalized Geoadditive Models, Additive model selection, Comments on: ``An updated review of goodness-of-fit tests for regression models, Convergence rates for uniform confidence intervals based on local polynomial regression estimators, AdaptFitOS, A penalized spline estimator for fixed effects panel data models

Uses Software

• R
• SemiPar
• ConfBands

Cites Work

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