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ISBN | 9781032397818 |
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Autor | Shaddick Gavin |
Vydavatel | Crc Pr Inc |
Jazyk | english |
Vazba | Pevná vazba |
Rok vydání | 2023 |
Počet stran | 422 |
Spatio-Temporal Methods in Environmental Epidemiology with R, links recent developments in spatio-temporal theory with epidemiological applications. Drawing on real-life problems, it shows how recent advances in methodology can assess the health risks associated with environmental hazards. The book's clear guidelines enable the practical implementation of the methodology and estimation of risks.
New additions to the Second Edition include: a thorough exploration of the underlying concepts behind knowledge discovery through data
a new chapter on extracting information from data using R and the tidyverse
additional material on methods for Bayesian computation, including the use of NIMBLE and Stan
new methods for performing spatio-temporal analysis and an updated chapter containing further topics. Throughout the book there are new examples, and the presentation of R code for examples has been extended. Along with these additions, the book now has a GitHub site (https: //spacetime-environ.github.io/stepi2) that contains data, code and further worked examples.