logNormReg-package {logNormReg} | R Documentation |
Functions to perform and to display results from simple multiple linear regression with log Normal errors and identity link. Standard errors of estimates are based on the sandwich formula.
Package: | logNormReg |
Type: | Package |
Version: | 0.5-0 |
Date: | 2021-11-08 |
License: | GPL |
This package was inspired by a fruitful discussion with Andrew Beet (Marine Policy Center, Woods Hole Oceanographic Institution, U.S.).
Vito M.R. Muggeo <vito.muggeo@unipa.it>
Gustavsson, S., Fagerberg, B., Sallsten, G., Andersson, E. M. (2014). Regression Models for Log-Normal Data: Comparing Different Methods for Quantifying the Association between Abdominal Adiposity and Biomarkers of Inflammation and Insulin Resistance . International Journal of Environmental Research and Public Health, 11, 3521–3539.
Muggeo, V.M.R. (2018) A note on regression with log Normal errors: linear and piecewise linear modelling in R, doi: 10.13140/RG.2.2.18118.16965.
See lognlm
for the main function with a toy example.
See also package gamlss
for more general regression models including log Normal errors.