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Selection of Morris Trajectories for Initial Sensitivity Analysis

Norton, John

Description

The Morris method of initial sensitivity analysis of large models varies factors singly along a few trajectories. Its nominally uniform coverage of the factors may deviate greatly from uniform in such small samples. Campolongo et al. suggest selecting a subset of trajectories from a large set, to maximise their spread. Ways to reduce the computing demand of this procedure are examined, including alternative distance measures and two-stage selection. An example with more economical selection is...[Show more]

CollectionsANU Research Publications
Date published: 2009
Type: Conference paper
URI: http://hdl.handle.net/1885/57915
Source: Preprints of the 15th IFAC Symposium on System Identification
DOI: 10.3182/20090706-3-FR-2004.0431

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