AUEB Library - Digital Repository

PYXIDA Institutional Repository
and Digital Library

Username
Password

Collections :	Ιδρυματικό Αποθετήριο ΟΠΑ / AUEB Institutional Repository Σχολή Επιστημών και Τεχνολογίας της Πληροφορίας / School of Informatics Τμήμα Στατιστικής / Department of Statistics Μεταπτυχιακές Εργασίες / Postgraduate dissertations

Title :	Robust technics

Creator :	Μπέλλος, Ελευθέριος

Type :	Text

Extent :	30 p.

Language :	en

Abstract :	In this thesis, which count on an overview of robust methods in medical research by Farcomeni and Ventura (2010),  we review and outline how robust inferential procedures may routinely be applied in practice in the biomedical research. Numerical illustrations are given for the regression models, logistic regression, showing that robust methods are often more appropriate than standard procedures. In chapter 2 we are going to give a short description for every method for this thesis and in chapter 3 datasets will be described. Moreover, in chapter 4 commands and libraries will be illustrated and follows the analysis in chapter 5 and the conclusion in chapter 6.

Abstract :

In this thesis, which count on an overview of robust methods in medical research by Farcomeni and Ventura (2010),  we review and outline how robust inferential procedures may routinely be applied in practice in the biomedical research. Numerical illustrations are given for the regression models, logistic regression, showing that robust methods are often more appropriate than standard procedures. In chapter 2 we are going to give a short description for every method for this thesis and in chapter 3 datasets will be described. Moreover, in chapter 4 commands and libraries will be illustrated and follows the analysis in chapter 5 and the conclusion in chapter 6.

Subject :	Influence function Likelihood methods Logistic regression M-estimation robust

Date Issued :	23-05-2017

Licence :

File: Bellos_2017.pdf

Type: application/pdf

Login