collin: Visualization the Effects of Collinearity in Distributed Lag Models and Other Linear Models

Tool to assessing whether the results of a study could be influenced by collinearity. Simulations under a given hypothesized truth regarding effects of an exposure on the outcome are used and the resulting curves of lagged effects are visualized. A user's manual is provided, which includes detailed examples (e.g. a cohort study looking for windows of vulnerability to air pollution, a time series study examining the linear association of air pollution with hospital admissions, and a time series study examining the non-linear association between temperature and mortality). The methods are described in Basagana and Barrera-Gomez (2021) <doi:10.1093/ije/dyab179>.

Package details

AuthorJose Barrera-Gomez [aut, cre] (<>), Xavier Basagana [aut] (<>)
MaintainerJose Barrera-Gomez <>
Package repositoryView on CRAN
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collin documentation built on Sept. 19, 2023, 5:06 p.m.