Gasparrini, A, Guo, Y, Hashizume, M, Kinney, PL, Petkova, EP, Lavigne, E, Zanobetti, A, Schwartz, JD, Tobias, A, Leone, M, Tong, S, Honda, Y, Kim, H and Armstrong, BG. 2017. R code and data for: "Temporal Variation in Heat–Mortality Associations: A Multicountry Study". [Online]. Github. Available from: https://github.com/gasparrini/2015_gasparrini_EHP_Rcodedata
Gasparrini, A, Guo, Y, Hashizume, M, Kinney, PL, Petkova, EP, Lavigne, E, Zanobetti, A, Schwartz, JD, Tobias, A, Leone, M, Tong, S, Honda, Y, Kim, H and Armstrong, BG. R code and data for: "Temporal Variation in Heat–Mortality Associations: A Multicountry Study" [Internet]. Github; 2017. Available from: https://github.com/gasparrini/2015_gasparrini_EHP_Rcodedata
Gasparrini, A, Guo, Y, Hashizume, M, Kinney, PL, Petkova, EP, Lavigne, E, Zanobetti, A, Schwartz, JD, Tobias, A, Leone, M, Tong, S, Honda, Y, Kim, H and Armstrong, BG (2017). R code and data for: "Temporal Variation in Heat–Mortality Associations: A Multicountry Study". [Data Collection]. Github. https://github.com/gasparrini/2015_gasparrini_EHP_Rcodedata
Description
An applications of time-varying DLNMs, specified through an interaction between cross-basis variables and the time variable, to model temporal variations in exposure-lag-response associations between heat and mortality in a multi-country multi-city (MCC) data set. Specifically, this application illustrates how to model long term variations, partly reproducing the analysis described in the associated article. Files include: [1] regEngWales.csv stores the daily time series data from 10 locations corresponding to regions of England and Wales in the period 1993--2006; and [2] the numbered files from 00.prepdata.R to 05.plots.R reproduce the results of an example with the subset of data
Keywords
| Data capture method | Other |
|---|---|
| Date (Date published in a 3rd party system) | 5 December 2017 |
| Language(s) of written materials | English |
| Data Creators | Gasparrini, A, Guo, Y, Hashizume, M, Kinney, PL, Petkova, EP, Lavigne, E, Zanobetti, A, Schwartz, JD, Tobias, A, Leone, M, Tong, S, Honda, Y, Kim, H and Armstrong, BG |
|---|---|
| LSHTM Faculty/Department | Faculty of Public Health and Policy > Dept of Public Health, Environments and Society |
| Participating Institutions | London School of Hygiene & Tropical Medicine, London, United Kingdom |
| Date Deposited | 13 Dec 2018 14:30 |
|---|---|
| Last Modified | 08 Jul 2021 12:52 |
| Publisher | Github |
