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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>.

Versions across snapshots

VersionRepositoryFileSize
0.0.4 rolling linux/jammy R-4.5 collin_0.0.4.tar.gz 717.1 KiB
0.0.4 rolling linux/noble R-4.5 collin_0.0.4.tar.gz 717.2 KiB
0.0.4 rolling source/ R- collin_0.0.4.tar.gz 628.7 KiB
0.0.4 latest linux/jammy R-4.5 collin_0.0.4.tar.gz 717.1 KiB
0.0.4 latest linux/noble R-4.5 collin_0.0.4.tar.gz 717.2 KiB
0.0.4 latest source/ R- collin_0.0.4.tar.gz 628.7 KiB
0.0.4 2026-04-26 source/ R- collin_0.0.4.tar.gz 628.7 KiB
0.0.4 2026-04-23 source/ R- collin_0.0.4.tar.gz 628.7 KiB
0.0.4 2026-04-09 windows/windows R-4.5 collin_0.0.4.zip 719.7 KiB
0.0.4 2025-04-20 source/ R- collin_0.0.4.tar.gz 628.7 KiB

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