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The Skew-Normal and Related Families (Hardcover, New)
Loot Price: R1,658
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The Skew-Normal and Related Families (Hardcover, New)
Series: Institute of Mathematical Statistics Monographs
Expected to ship within 12 - 17 working days
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Interest in the skew-normal and related families of distributions
has grown enormously over recent years, as theory has advanced,
challenges of data have grown, and computational tools have made
substantial progress. This comprehensive treatment, blending theory
and practice, will be the standard resource for statisticians and
applied researchers. Assuming only basic knowledge of
(non-measure-theoretic) probability and statistical inference, the
book is accessible to the wide range of researchers who use
statistical modelling techniques. Guiding readers through the main
concepts and results, it covers both the probability and the
statistics sides of the subject, in the univariate and multivariate
settings. The theoretical development is complemented by numerous
illustrations and applications to a range of fields including
quantitative finance, medical statistics, environmental risk
studies, and industrial and business efficiency. The author's
freely available R package sn, available from CRAN, equips readers
to put the methods into action with their own data.
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