3 papers
stat.ME2024
An Approximation Based Theory of Linear Regression
Laurie Davies
The goal of this paper is to provide a theory linear regression based entirely on approximations. It will be argued that the standard linear regression model based theory whether f…
stat.OT2016
On -values
Laurie Davies
Models are consistently treated as approximations and all procedures are consistent with this. They do not treat the model as being true. In this context -values are one measure…
stat.ME2010
Locally adaptive image denoising by a statistical multiresolution criterion
Thomas Hotz, Philipp Marnitz, Rahel Stichtenoth +3
We demonstrate how one can choose the smoothing parameter in image denoising by a statistical multiresolution criterion, both globally and locally. Using inhomogeneous diffusion an…