| logNormReg-package {logNormReg} | R Documentation |
log Normal Linear Regression
Description
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.
Details
| Package: | logNormReg |
| Type: | Package |
| Version: | 0.5-0 |
| Date: | 2021-11-08 |
| License: | GPL |
Acknowledgement
This package was inspired by a fruitful discussion with Andrew Beet (Marine Policy Center, Woods Hole Oceanographic Institution, U.S.).
Author(s)
Vito M.R. Muggeo <vito.muggeo@unipa.it>
References
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 Also
See lognlm for the main function with a toy example.
See also package gamlss for more general regression models including log Normal errors.