Fast Estimation of Regression Parameters in a Broken-Stick Model for Longitudinal Data

Estimation of change-point locations in the broken-stick model has significant applications in modeling important biological phenomena. In this article, we present a computationally economical likelihood-based approach for estimating change-point(s) efficiently in both cross-sectional and longitudin...

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Veröffentlicht in:	Journal of the American Statistical Association 2016-09, Vol.111 (515), p.1132-1143
Hauptverfasser:	Das, Ritabrata, Banerjee, Moulinath, Nan, Bin, Zheng, Huiyong
Format:	Artikel
Sprache:	eng
Schlagworte:	Asymptotic efficiency biological properties and phenomena Change-point cohort studies Data analysis data collection equations Estimating techniques estradiol Hormone profile Mathematical models metabolism Michigan Parameter estimation Piecewise linear model plant growth Regression analysis Statistics Theory and Methods
Online-Zugang:	Volltext
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