Selected article for: "backward stepwise selection and stepwise selection"
Author: Adrian Egli; Nina Goldman; Nicola F. Müller; Myrta Brunner; Daniel Wüthrich; Sarah Tschudin-Sutter; Emma Hodcroft; Richard Neher; Claudia Saalfrank; James Hadfield; Trevor Bedford; Mohammedyaseen Syedbasha; Thomas Vogel; Noémie Augustin; Jan Bauer; Nadine Sailer; Nadezhda Amar-Sliwa; Daniela Lang; Helena M.B. Seth-Smith; Annette Blaich; Yvonne Hollenstein; Olivier Dubuis; Michael Nägele; Andreas Buser; Christian H. Nickel; Nicole Ritz; Andreas Zeller; Tanja Stadler; Manuel Battegay; Rita Schneider-Sliwa
Title: High-resolution influenza mapping of a city reveals socioeconomic determinants of transmission within and between urban quarters
  • Document date: 2020_4_4
    • ID: n57hoty4_1
    Snippet: Next, we performed regression models with self-reported influenza-like illness as a binary endpoint for each individual. The factors associated with increased relative risks for self-reported 156 influenza-like illness in stepwise forward and backward selection multivariable analysis were: ≥3 8 higher the socioeconomic score, the higher the vaccine rate. Income showed the highest 189 correlation with vaccination rates, followed by living space .....
    Document: Next, we performed regression models with self-reported influenza-like illness as a binary endpoint for each individual. The factors associated with increased relative risks for self-reported 156 influenza-like illness in stepwise forward and backward selection multivariable analysis were: ≥3 8 higher the socioeconomic score, the higher the vaccine rate. Income showed the highest 189 correlation with vaccination rates, followed by living space and population density, respectively 190 (R 2 0.622, p=0.0067; R 2 0.618, p=0.007; R 2 0.532, p=0.0167). Self-reported vaccination rates 191 may serve as a surrogate marker for herd immunity 27, 28

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