Three essays on application of semiparametric regression: partially linear mixed effects model and index model

vorgelegt von Ren Ohinata

The dissertation consists of three essays. The main focus is set on semiparametric regression modeling, which embodies the strength of parametric and nonparametric regression models in terms of flexibility, dimensionality and interpretability. The first essay is “Some Recent Advances in Modeling with Mixed Effects for Small Areas, Multi-level and Panel Models...

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Year of publication:	2012
Authors:	Ohinata, Ren
Other Persons:	Sperlich, Stefan (degree supervisor) ; Sperlich, Stefan (Reviewer) ; Klasen, Stephan (Reviewer) ; Kneib, Thomas (Reviewer)
Subject:	Nichtparametrisches Verfahren \| Nonparametric statistics \| Core \| Panel \| Panel study \| Bootstrap-Verfahren \| Bootstrap approach \| Hauptkomponentenanalyse \| Principal component analysis \| Sozialer Indikator \| Social indicator \| Regressionsanalyse \| Semiparametrisches Modell
Description of contents:	Description [creativecommons.org]

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Ohinata, Ren. Three essays on application of semiparametric regression: partially linear mixed effects model and index model, 2012. - XII, 150 S.

Persistent link: https://www.econbiz.de/10010231263