Time-varying coefficients models for recurrent event data when different varying coefficients admit different degrees of smoothness: application to heart disease modeling

We consider a class of semiparametric marginal rate models for analyzing recurrent event data. In these models, both time‐varying and time‐free effects are present, and the estimation of time‐varying effects may result in non‐smooth regression functions. A typical approach for avoiding this problem...

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Veröffentlicht in:	Statistics in medicine 2016-10, Vol.35 (23), p.4166-4182
Hauptverfasser:	Eshaghi, Ehsan, Baghishani, Hossein, Shahsavani, Davood
Format:	Artikel
Sprache:	eng
Schlagworte:	Bandwidths Cardiovascular disease Computer Simulation consistency convergence rate different bandwidths Heart Diseases kernel function Medical statistics Models, Statistical recurrent event data Regression analysis semiparametric model Simulation
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