Package: collin 0.0.4

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>.

Authors:Jose Barrera-Gomez [aut, cre], Xavier Basagana [aut]

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3 exports 0.49 score 8 dependencies 1 mentions 2 scripts 273 downloads

Last updated 1 years agofrom:b3131579b3. Checks:OK: 7. Indexed: yes.

Exports:collindlnmlagpadsimulatedlnm

Dependencies:dlnmlatticeMASSMatrixmgcvnlmetsModelVGAM