ENBIS-21 Online Conference

Session

Best Manager Award (Bertrand Iooss) and Young Statistician Award (Inez Zwetsloot)

AW2

14 Sept 2021, 14:00

Online

Conveners

Best Manager Award (Bertrand Iooss) and Young Statistician Award (Inez Zwetsloot)

• Chair: Jean-Michel Poggi (University of Paris Saclay)

71. A robust method for detecting sparse changes in high-dimensional (heteroskedastic) data

Inez Zwetsloot

14/09/2021, 14:00

Other/special session/invited session

Because of the curse-of-dimensionality, high-dimensional processes present challenges to traditional multivariate statistical process monitoring (SPM) techniques. In addition, the unknown underlying distribution and complicated dependency among variables such as heteroscedasticity increase uncertainty of estimated parameters, and decrease the effectiveness of control charts. In addition, the...

75. Statistical analysis of simulation experiments: Challenges for industrial applications

Bertrand Iooss

14/09/2021, 14:30

Other/special session/invited session

This talk will concern developing and disseminating statistical tools for answering some industrial issues. It will be fully based on my 20-years’ experience as a statistician research engineer and expert in the French research institute of nuclear energy (CEA) and the French company of electricity (EDF). I will particularly focus on the domain of uncertainty quantification in numerical...