A new technique for estimating variance–based total sensitivity indices from given data is developed. It is also develped a new approach for the estimation of the first order effects given a specific sample design. This method adopts the RBD approach published by Tarantola et al., (2007) for the computation of first order sensitivity indices in association to Quasi–Random numbers.

Towards more accurate measures of global sensitivity analysis. Investigation of first and total order indices

GIOIA, PAOLA
2013

Abstract

A new technique for estimating variance–based total sensitivity indices from given data is developed. It is also develped a new approach for the estimation of the first order effects given a specific sample design. This method adopts the RBD approach published by Tarantola et al., (2007) for the computation of first order sensitivity indices in association to Quasi–Random numbers.
18-giu-2013
Inglese
MECATTI, FULVIA
Università degli Studi di Milano-Bicocca
File in questo prodotto:
File Dimensione Formato  
phd_unimib_724841.pdf.pdf

Open Access dal 18/06/2016

Dimensione 994.91 kB
Formato Adobe PDF
994.91 kB Adobe PDF Visualizza/Apri

I documenti in UNITESI sono protetti da copyright e tutti i diritti sono riservati, salvo diversa indicazione.

Utilizza questo identificativo per citare o creare un link a questo documento: https://hdl.handle.net/20.500.14242/75979
Il codice NBN di questa tesi è URN:NBN:IT:UNIMIB-75979