collin-package: collin: Visualization the Effects of Collinearity in...
In collin: Visualization the Effects of Collinearity in Distributed Lag Models and Other Linear Models
collin-package R Documentation
collin: Visualization the Effects of Collinearity in Distributed Lag Models and Other Linear Models
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) \Sexpr[results=rd]{tools:::Rd_expr_doi("10.1093/ije/dyab179")}.
Author(s)
Maintainer: Jose Barrera-Gomez jose.barrera@isglobal.org (ORCID)
Authors:
Xavier Basagana xavier.basagana@isglobal.org (ORCID)
collin documentation built on Sept. 19, 2023, 5:06 p.m.
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| collin-package | R Documentation |
collin: Visualization the Effects of Collinearity in Distributed Lag Models and Other Linear Models
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) \Sexpr[results=rd]{tools:::Rd_expr_doi("10.1093/ije/dyab179")}.
Author(s)
Maintainer: Jose Barrera-Gomez jose.barrera@isglobal.org (ORCID)
Authors:
Xavier Basagana xavier.basagana@isglobal.org (ORCID)
R Package Documentation
Browse R Packages
We want your feedback!
Note that we can't provide technical support on individual packages. You should contact the package authors for that.
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