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Shuangzhe Liu
Researcher at University of Canberra
Publications - 139
Citations - 2166
Shuangzhe Liu is an academic researcher from University of Canberra. The author has contributed to research in topics: Estimator & Autoregressive model. The author has an hindex of 21, co-authored 123 publications receiving 1910 citations. Previous affiliations of Shuangzhe Liu include University of Amsterdam & Australian National University.
Papers
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Global Sensitivity Analysis: The Primer by Andrea Saltelli, Marco Ratto, Terry Andres, Francesca Campolongo, Jessica Cariboni, Debora Gatelli, Michaela Saisana, Stefano Tarantola
Hadamard, Khatri-Rao, Kronecker and Other Matrix Products
Shuangzhe Liu,Goetz Trenkler +1 more
Abstract: In this paper we present a brief overview on Hadamard, KhatriRao, Kronecker and several related non-simple matrix products and their properties. We include practical applications, in different areas, of some of the al-
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Matrix results on the Khatri-Rao and Tracy-Singh products
TL;DR: In this article, a connection between the Khatri-Rao and Tracy-Singh products was established, and further results including matrix equalities and inequalities involving the two products were presented.
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Robust statistical modeling using the Birnbaum-Saunders- t distribution applied to insurance
TL;DR: In this paper, the authors carried out robust modeling and influence diagnostics in Birnbaum-Saunders regression models and developed BS-t regression models, including maximum likelihood estimation based on the EM algorithm and diagnostic tools.
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On local influence for elliptical linear models
TL;DR: In this paper, the authors consider the same elliptical linear regression models and study the schemes of scale, predictor and response perturbations, and obtain their corresponding Delta matrices, respectively.