Author: Stanford University. Department of StatisticsPublisher:
ISBN:
Category : Distribution (Probability theory)
Languages : en
Pages : 27
Book Description
Nonnormal Multivariate Distributions: Inference Based on Elliptically Contoured Distributions
Author: Stanford University. Department of StatisticsPublisher:
ISBN:
Category : Distribution (Probability theory)
Languages : en
Pages : 27
Book Description
Statistical Inference in Elliptically Contoured and Related Distributions
Author: Kai-Tang FangPublisher:
ISBN:
Category : Mathematics
Languages : en
Pages : 676
Book Description
Skew-Elliptical Distributions and Their Applications
Author: Marc G. GentonPublisher: CRC Press
ISBN: 1135437319
Category : Mathematics
Languages : en
Pages : 417
Book Description
This book reviews the state-of-the-art advances in skew-elliptical distributions and provides many new developments in a single volume, collecting theoretical results and applications previously scattered throughout the literature. The main goal of this research area is to develop flexible parametric classes of distributions beyond the classical normal distribution. The book is divided into two parts. The first part discusses theory and inference for skew-elliptical distribution. The second part examines applications and case studies, including areas such as economics, finance, oceanography, climatology, environmetrics, engineering, image processing, astronomy, and biomedical science.
Symmetric Multivariate and Related Distributions
Author: Kai Wang FangPublisher: CRC Press
ISBN: 1351085492
Category : Mathematics
Languages : en
Pages : 230
Book Description
Since the publication of the by now classical Johnson and Kotz Continuous Multivariate Distributions (Wiley, 1972) there have been substantial developments in multivariate distribution theory especially in the area of non-normal symmetric multivariate distributions. The book by Fang, Kotz and Ng summarizes these developments in a manner which is accessible to a reader with only limited background (advanced real-analysis calculus, linear algebra and elementary matrix calculus). Many of the results in this field are due to Kai-Tai Fang and his associates and appeared in Chinese publications only. A thorough literature search was conducted and the book represents the latest work - as of 1988 - in this rapidly developing field of multivariate distributions. The authors are experts in statistical distribution theory.
Scientific and Technical Aerospace Reports
Author: On the Theory of Multivariate Elliptically Contoured Distributions and Their Applications
Author: STANFORD UNIV CA DEPT OF STATISTICS.Publisher:
ISBN:
Category :
Languages : en
Pages : 42
Book Description
In this paper, the multivariate elliptically contoured distributions which generalize the elliptically contoured distribution to the case of a matrix are defined and a special class of multivariate elliptically contoured distributions is studied in detail. For this class we obtain the distributions of the following statistics: correlation coefficients, multiple correlation coefficients, Hotelling's T2, sample covariance matrix, generalized variance, characteristic roots of the covariance matrix, quadratic forms, etc. Some multivariate statistical applications are discussed. (Author).
Encyclopedia of Statistical Sciences, Volume 3
Author: Publisher: John Wiley & Sons
ISBN: 0471743844
Category : Mathematics
Languages : en
Pages : 706
Book Description
ENCYCLOPEDIA OF STATISTICAL SCIENCES
Scientific Data Mining and Knowledge Discovery
Author: Mohamed Medhat GaberPublisher: Springer Science & Business Media
ISBN: 3642027881
Category : Computers
Languages : en
Pages : 398
Book Description
Mohamed Medhat Gaber “It is not my aim to surprise or shock you – but the simplest way I can summarise is to say that there are now in the world machines that think, that learn and that create. Moreover, their ability to do these things is going to increase rapidly until – in a visible future – the range of problems they can handle will be coextensive with the range to which the human mind has been applied” by Herbert A. Simon (1916-2001) 1Overview This book suits both graduate students and researchers with a focus on discovering knowledge from scienti c data. The use of computational power for data analysis and knowledge discovery in scienti c disciplines has found its roots with the re- lution of high-performance computing systems. Computational science in physics, chemistry, and biology represents the rst step towards automation of data analysis tasks. The rational behind the developmentof computationalscience in different - eas was automating mathematical operations performed in those areas. There was no attention paid to the scienti c discovery process. Automated Scienti c Disc- ery (ASD) [1–3] represents the second natural step. ASD attempted to automate the process of theory discovery supported by studies in philosophy of science and cognitive sciences. Although early research articles have shown great successes, the area has not evolved due to many reasons. The most important reason was the lack of interaction between scientists and the automating systems.
Multivariate Analysis
Author: Calyampudi Radhakrishna RaoPublisher: North Holland
ISBN:
Category : Mathematics
Languages : en
Pages : 496
Book Description
Hardbound. The papers in this volume, written by outstanding research workers, present the current state of the art in the frontier areas of mathematical statistics, stochastic processes, time series and image processing and discuss future directions of research in these areas. The main emphasis is on methods of inference from multivariate data with minimal distributional assumptions. The associated theoretical, methodological and computational aspects are fully discussed. The volume will be a valuable guide to research workers and graduate students.
Author: