Tools for monitoring robust regression in SAS IML studio. S, MM, LTS, LMS and especially the forward search
Francesca Torti
Marco Riani
European Union Publications Office, 2020
ISBN 978-92-76-21438-0
b85053fa-f0f4-11ea-991b-01aa75ed71a1
Cantidad de documentos en esta fuente: 17
7 de Septiembre de 2020
Abstract
Acknowledgments
Introduction
Three Classes of Estimator for Robust Regression
Algebra for the Forward Search
Testing for Outliers
Regression Outlier Detection in the FS
FS Analysis of the Transformed Loyalty Card Data
Why SAS?
The FS batch procedure
Timing comparisons
Transformation of the Response
Monitoring Other Forms of Robust Regression
Data Analyses with S, LTS and LMS Routines
Discussion and Extensions
Annex: code to replicate the results and the figures in the report
Annex: use of the monitoring tools in WebAriadne
Acceso clientes
vlex
/