TY  - BOOK
AU  - Azzalini,Adelchi
TI  - The Skew-Normal and Related Families
T2  - Institute of Mathematical Statistics Monographs
SN  - 9781139248891 (ebook)
AV  - QA273.6 .A98 2014
U1  - 519.2/4 23
PY  - 2013///
CY  - Cambridge
PB  - Cambridge University Press
KW  - Distribution (Probability theory)
N1  - Title from publisher's bibliographic system (viewed on 04 Apr 2016)
N2  - 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
UR  - http://dx.doi.org/10.1017/CBO9781139248891
ER  -