Investigating Uncertainty in the Minimum Mortality Temperature: Methods and Application to 52 Spanish Cities.


Tobías, A; Armstrong, B; Gasparrini, A; (2016) Investigating Uncertainty in the Minimum Mortality Temperature: Methods and Application to 52 Spanish Cities. Epidemiology (Cambridge, Mass). ISSN 1044-3983 DOI: https://doi.org/10.1097/EDE.0000000000000567

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Abstract

The minimum mortality temperature from J- or U- shaped curves varies across cities with different climates. This variation conveys information on adaptation, but ability to characterize it is limited by the absence of a method to describe uncertainty in estimated minimum mortality temperatures. We propose an approximate parametric bootstrap estimator of confidence interval (CI) and standard error (SE) for the minimum mortality temperature from a temperature-mortality shape estimated by splines. The coverage of the estimated CIs was close to nominal value (95%) in the datasets simulated, though SEs were slightly high. Applying the method to 52 Spanish provincial capital cities showed larger minimum mortality temperatures in hotter cities, rising almost exactly at the same rate as annual mean temperature. The method proposed for computing CIs and SEs for minimums from spline curves allows comparing minimum mortality temperatures in different cities and investigating their associations with climate properly, allowing for estimation uncertainty.

Item Type: Article
Faculty and Department: Faculty of Public Health and Policy > Dept of Social and Environmental Health Research
PubMed ID: 27748681
Web of Science ID: 390252100020
URI: http://researchonline.lshtm.ac.uk/id/eprint/2997195

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