Visualization the Effects of Collinearity in Distributed Lag Models and Other Linear Models
Internal function to generate random numbers following over-dispersed ...
simulatedllm generic.
Internal function to generate random numbers following over-dispersed ...
Internal function to generate random numbers following over-dispersed ...
collin: Visualization the Effects of Collinearity in Distributed Lag M...
Simulates effects from a distributed lag model pattern.
Function to get a vector lagged.
Visualizes effects of collinearity in distributed lag model under an h...
Visualize effects of collinearity in distributed lag model under an hy...
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>.