README.md
In ROldenburg/CBregress: Case based linear regression estimation
CBregress
This is a R package to fit a latent variable regression model.
Objective
In cases when both variables x,y are measured with error, linear regression will estimate the slope biased to 0. One general procedure that may do better is orthogonal regression. Another one is used here: Case based latent regression. It is especially powerful when the variables are not normally distributed.
The second example in the documentation for testRegs is a simulation study that shows the merits of this approach to linear regression.
ROldenburg/CBregress documentation built on Jan. 5, 2021, 12:12 a.m.
R Package Documentation
Browse R Packages
We want your feedback!
Note that we can't provide technical support on individual packages. You should contact the package authors for that.
CBregress
This is a R package to fit a latent variable regression model.
Objective
In cases when both variables x,y are measured with error, linear regression will estimate the slope biased to 0. One general procedure that may do better is orthogonal regression. Another one is used here: Case based latent regression. It is especially powerful when the variables are not normally distributed.
The second example in the documentation for testRegs is a simulation study that shows the merits of this approach to linear regression.
R Package Documentation
Browse R Packages
We want your feedback!
Note that we can't provide technical support on individual packages. You should contact the package authors for that.
Embedding an R snippet on your website
Add the following code to your website.
For more information on customizing the embed code, read Embedding Snippets.