Literature DB >> 18308697

Modeling temperature effects on mortality: multiple segmented relationships with common break points.

Vito M R Muggeo1.   

Abstract

We present a model for estimation of temperature effects on mortality that is able to capture jointly the typical features of every temperature-death relationship, that is, nonlinearity and delayed effect of cold and heat over a few days. Using a segmented approximation along with a doubly penalized spline-based distributed lag parameterization, estimates and relevant standard errors of the cold- and heat-related risks and the heat tolerance are provided. The model is applied to data from Milano, Italy.

Mesh:

Year:  2008        PMID: 18308697     DOI: 10.1093/biostatistics/kxm057

Source DB:  PubMed          Journal:  Biostatistics        ISSN: 1465-4644            Impact factor:   5.899


  16 in total

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9.  Change point models for cognitive tests using semi-parametric maximum likelihood.

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Journal:  Comput Stat Data Anal       Date:  2013-01       Impact factor: 1.681

10.  Using a generalized additive model with autoregressive terms to study the effects of daily temperature on mortality.

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