Other packages > Find by keyword >

collin  

Visualization the Effects of Collinearity in Distributed Lag Models and Other Linear Models
View on CRAN: Click here


Download and install collin package within the R console
Install from CRAN:
install.packages("collin")

Install from Github:
library("remotes")
install_github("cran/collin")

Install by package version:
library("remotes")
install_version("collin", "0.0.4")



Attach the package and use:
library("collin")
Maintained by
Jose Barrera-Gomez
[Scholar Profile | Author Map]
All associated links for this package
First Published: 2021-02-15
Latest Update: 2023-09-19
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) .
How to cite:
Jose Barrera-Gomez (2021). collin: Visualization the Effects of Collinearity in Distributed Lag Models and Other Linear Models. R package version 0.0.4, https://cran.r-project.org/web/packages/collin. Accessed 05 Aug. 2026.
Previous versions and publish date:
(2026-07-09 07:27), 0.0.1 (2021-02-15 17:30), 0.0.2 (2022-02-22 23:00), 0.0.3 (2023-09-18 15:10)
Other packages that cited collin R package
View collin citation profile
Other R packages that collin depends, imports, suggests or enhances
Complete documentation for collin
Functions, R codes and Examples using the collin R package
Some associated functions: collin-package . collindlnm . lagpad . mempm25 . plot.collindlnmlinear . plot.collindlnmnonlinear . rbinomod . rhospno2 . rod . rpoisod . simulatedlnm . 
Some associated R codes: collin-package.R . collindlnm.R . internal_functions.R . lagpad.R . mempm25.R . onAttach.R . plotcollindlnm.R . rhospno2.R . simulatedlnm.R .  Full collin package functions and examples
Downloads during the last 30 days

Today's Hot Picks in Authors and Packages

dcov  
A Fast Implementation of Distance Covariance
Efficient methods for computing distance covariance and relevant statistics. See Sz ...
Download / Learn more Package Citations See dependency  
kernelPSI  
Post-Selection Inference for Nonlinear Variable Selection
Different post-selection inference strategies for kernelselection as described in kernelPSI a Post-S ...
Download / Learn more Package Citations See dependency  
quickcode  
Quick and Essential 'R' Tricks for Better Scripts
The NOT functions, 'R' tricks and a compilation of some simple quick plus often used 'R' codes to im ...
Download / Learn more Package Citations See dependency  
noisyr  
Noise Quantification in High Throughput Sequencing Output
Quantifies and removes technical noise from high-throughput sequencing data. Two approaches are use ...
Download / Learn more Package Citations See dependency  
dhReg  
Dynamic Harmonic Regression
Building and forecasting time series data with multiple seasonality using Dynamic Harmonic Regressio ...
Download / Learn more Package Citations See dependency  

28,083

R Packages

239,283

Dependencies

74,457

Author Associations

28,084

Publication Badges

© Copyright since 2022. All right reserved, rpkg.net.  Based in Cambridge, Massachusetts, USA