Cancer etiology is a topic of great interest in medical research. Assessing and quantifying causal links between an exposure (e.g. a treatment) and an outcome of interest (such as cancer prognosis or survival) is often not a trivial task. Methods have been proposed to deal with the problem ofbias in estimation of causal effects. A method is presented here, applied to the field of Hormone Replacement Therapy and Breast Cancer, which allows to obtain an (at least locally causal) estimate of a continuous exposure effect on an outcome of interest within the framework of Principal Stratification, under a case-control study design.

(2011). The role of HRT exposure in breast cancer etiology: a causal inference approach. (Tesi di dottorato, Università degli Studi di Milano-Bicocca, 2011).

The role of HRT exposure in breast cancer etiology: a causal inference approach

ANDREIS, FEDERICO
2011

Abstract

Cancer etiology is a topic of great interest in medical research. Assessing and quantifying causal links between an exposure (e.g. a treatment) and an outcome of interest (such as cancer prognosis or survival) is often not a trivial task. Methods have been proposed to deal with the problem ofbias in estimation of causal effects. A method is presented here, applied to the field of Hormone Replacement Therapy and Breast Cancer, which allows to obtain an (at least locally causal) estimate of a continuous exposure effect on an outcome of interest within the framework of Principal Stratification, under a case-control study design.
BELLOCCO, RINO
HUMPHREYS, KEITH
causal inference, potential outcome, principal stratification, hrt, breast cancer, mixture models, parametric estimation, case control design
SECS-S/01 - STATISTICA
English
25-gen-2011
Scuola di Dottorato in Statistica e Matematica Applicata alla Finanza
STATISTICA - 11R
23
2009/2010
open
(2011). The role of HRT exposure in breast cancer etiology: a causal inference approach. (Tesi di dottorato, Università degli Studi di Milano-Bicocca, 2011).
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Utilizza questo identificativo per citare o creare un link a questo documento: https://hdl.handle.net/10281/19340
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