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collin

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

v0.0.4 · Sep 19, 2023 · GPL-3

Description

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>.

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r-devel-linux-x86_64-debian-clang OK
r-devel-linux-x86_64-debian-gcc OK
r-devel-linux-x86_64-fedora-clang OK
r-devel-linux-x86_64-fedora-gcc OK
r-devel-windows-x86_64 OK
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Check History

OK 13 OK · 0 NOTE · 0 WARNING · 0 ERROR · 0 FAILURE Jun 9, 2026
ERROR 12 OK · 0 NOTE · 0 WARNING · 1 ERROR · 0 FAILURE Jun 8, 2026
ERROR r-devel-linux-x86_64-debian-gcc

PDF version of manual

Rd conversion errors:
Converting parsed Rd's to LaTeX Warning in file(out, "wt") :
  cannot open file '/tmp/Rtmp2TVqdJ/ltx3dea90708fb7e8/rbinomod.tex': No space left on device
Error in file(out, "wt") : cannot open the connection
OK 14 OK · 0 NOTE · 0 WARNING · 0 ERROR · 0 FAILURE Mar 10, 2026

Dependency Network

Dependencies Reverse dependencies dlnm MASS mgcv nlme VGAM collin

Version History

5 tracked
new 0.0.4 Mar 10, 2026
updated 0.0.4 ← 0.0.3 diff Sep 18, 2023
updated 0.0.3 ← 0.0.2 diff Sep 17, 2023
updated 0.0.2 ← 0.0.1 diff Feb 21, 2022
new 0.0.1 Feb 14, 2021