Author: Yueling Ma; Yadong Zhao; Jiangtao Liu; Xiaotao He; Bo Wang; Shihua Fu; Jun Yan; Jingping Niu; Bin Luo
Title: Effects of temperature variation and humidity on the mortality of COVID-19 in Wuhan Document date: 2020_3_18
ID: f53i4n02_13
Snippet: is the (which was not peer-reviewed) The copyright holder for this preprint . https://doi.org/10.1101/2020.03. 15.20036426 doi: medRxiv preprint outcomes without including air pollution or weather variables. We incorporated smoothed spline functions of time, which accommodate nonlinear and nonmonotonic patterns between mortality and time, thus offering a flexible modeling tool. Then, we introduced the weather variables and analyzed their effects .....
Document: is the (which was not peer-reviewed) The copyright holder for this preprint . https://doi.org/10.1101/2020.03. 15.20036426 doi: medRxiv preprint outcomes without including air pollution or weather variables. We incorporated smoothed spline functions of time, which accommodate nonlinear and nonmonotonic patterns between mortality and time, thus offering a flexible modeling tool. Then, we introduced the weather variables and analyzed their effects on mortality. Akaike's information criterion was used as a measure of how well the model fitted the data. Consistent with several recent time-series studies [21, 22] , the penalized smoothing spline function was applied to control the effects of confounding factors, such as time trends, day-of-week and air pollution. The core GAM equation is:
Search related documents:
Co phrase search for related documents- air pollution and effect analyze: 1, 2, 3
- air pollution and information criterion: 1
- air pollution and time mortality: 1, 2, 3
- air pollution and time series: 1, 2, 3, 4, 5, 6, 7, 8, 9, 10, 11, 12, 13, 14, 15, 16, 17, 18, 19, 20, 21, 22, 23, 24, 25, 26, 27, 28, 29, 30, 31, 32, 33, 34, 35, 36, 37, 38, 39, 40, 41, 42, 43, 44, 45, 46, 47, 48, 49, 50, 51, 52, 53
- air pollution and time series study: 1, 2, 3, 4
- air pollution and time trend: 1, 2, 3, 4, 5, 6
- air pollution and week day: 1
- Akaike information criterion and information criterion: 1, 2, 3, 4, 5, 6, 7, 8, 9, 10, 11, 12, 13, 14, 15, 16, 17, 18, 19, 20, 21, 22, 23, 24, 25, 26, 27, 28, 29, 30, 31, 32, 33, 34, 35, 36, 37, 38, 39, 40, 41, 42, 43, 44, 45, 46, 47, 48, 49, 50, 51, 52, 53, 54, 55, 56, 57, 58, 59, 60, 61, 62, 63, 64, 65, 66, 67, 68, 69, 70, 71, 72, 73, 74
- Akaike information criterion and time mortality: 1
- Akaike information criterion and time series: 1, 2, 3, 4, 5, 6, 7, 8, 9
- Akaike information criterion and time series study: 1
- Akaike information criterion and time trend: 1
Co phrase search for related documents, hyperlinks ordered by date