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Author : Carlos M. Urzúa
Publisher :
ISBN 13 :
Total Pages : pages
Book Rating : 4.:/5 (482 download)
Download or read book A class of maximum-entropy multivariate distributions written by Carlos M. Urzúa and published by . This book was released on 1988 with total page pages. Available in PDF, EPUB and Kindle. Book excerpt:
Author : Carlos Manuel Urzúa
Publisher :
ISBN 13 :
Total Pages : 20 pages
Book Rating : 4.:/5 (97 download)
Download or read book A Class of Maximum-entropy Multivariate Distributions written by Carlos Manuel Urzúa and published by . This book was released on 1988 with total page 20 pages. Available in PDF, EPUB and Kindle. Book excerpt:
Author : Jagat Narain Kapur
Publisher : John Wiley & Sons
ISBN 13 : 9788122402162
Total Pages : 660 pages
Book Rating : 4.4/5 (21 download)
Download or read book Maximum-entropy Models in Science and Engineering written by Jagat Narain Kapur and published by John Wiley & Sons. This book was released on 1989 with total page 660 pages. Available in PDF, EPUB and Kindle. Book excerpt: This Is The First Comprehensive Book About Maximum Entropy Principle And Its Applications To A Diversity Of Fields Like Statistical Mechanics, Thermo-Dynamics, Business, Economics, Insurance, Finance, Contingency Tables, Characterisation Of Probability Distributions (Univariate As Well As Multivariate, Discrete As Well As Continuous), Statistical Inference, Non-Linear Spectral Analysis Of Time Series, Pattern Recognition, Marketing And Elections, Operations Research And Reliability Theory, Image Processing, Computerised Tomography, Biology And Medicine. There Are Over 600 Specially Constructed Exercises And Extensive Historical And Bibliographical Notes At The End Of Each Chapter.The Book Should Be Of Interest To All Applied Mathematicians, Physicists, Statisticians, Economists, Engineers Of All Types, Business Scientists, Life Scientists, Medical Scientists, Radiologists And Operations Researchers Who Are Interested In Applying The Powerful Methodology Based On Maximum Entropy Principle In Their Respective Fields.
Author : George R. MacKenzie
Publisher :
ISBN 13 :
Total Pages : 112 pages
Book Rating : 4.:/5 (341 download)
Download or read book Approximately Maximum-entropy Multivariate Distributions with Specified Marginal and Pairwise Correlations written by George R. MacKenzie and published by . This book was released on 1994 with total page 112 pages. Available in PDF, EPUB and Kindle. Book excerpt:
Author : Samuel Kotz
Publisher : John Wiley & Sons
ISBN 13 : 0471654035
Total Pages : 752 pages
Book Rating : 4.4/5 (716 download)
Download or read book Continuous Multivariate Distributions, Volume 1 written by Samuel Kotz and published by John Wiley & Sons. This book was released on 2004-04-05 with total page 752 pages. Available in PDF, EPUB and Kindle. Book excerpt: Continuous Multivariate Distributions, Volume 1, Second Edition provides a remarkably comprehensive, self-contained resource for this critical statistical area. It covers all significant advances that have occurred in the field over the past quarter century in the theory, methodology, inferential procedures, computational and simulational aspects, and applications of continuous multivariate distributions. In-depth coverage includes MV systems of distributions, MV normal, MV exponential, MV extreme value, MV beta, MV gamma, MV logistic, MV Liouville, and MV Pareto distributions, as well as MV natural exponential families, which have grown immensely since the 1970s. Each distribution is presented in its own chapter along with descriptions of real-world applications gleaned from the current literature on continuous multivariate distributions and their applications.
Author : Jean-Pierre Gabardo
Publisher : American Mathematical Soc.
ISBN 13 : 0821825518
Total Pages : 111 pages
Book Rating : 4.8/5 (218 download)
Download or read book Extension of Positive-Definite Distributions and Maximum Entropy written by Jean-Pierre Gabardo and published by American Mathematical Soc.. This book was released on 1993 with total page 111 pages. Available in PDF, EPUB and Kindle. Book excerpt: In this work, the maximum entropy method is used to solve the extension problem associated with a positive-definite function, or distribution, defined on an interval of the real line. Garbardo computes explicitly the entropy maximizers corresponding to various logarithmic integrals depending on a complex parameter and investigates the relation to the problem of uniqueness of the extension. These results are based on a generalization, in both the discrete and continuous cases, of Burg's maximum entropy theorem.
Author : Ronald Christensen
Publisher :
ISBN 13 :
Total Pages : 752 pages
Book Rating : 4.3/5 (91 download)
Download or read book Entropy Minimax Sourcebook: Multivariate statistical modeling written by Ronald Christensen and published by . This book was released on 1983 with total page 752 pages. Available in PDF, EPUB and Kindle. Book excerpt:
Author : Samuel Kotz
Publisher : Cambridge University Press
ISBN 13 : 9780521826549
Total Pages : 296 pages
Book Rating : 4.8/5 (265 download)
Download or read book Multivariate T-Distributions and Their Applications written by Samuel Kotz and published by Cambridge University Press. This book was released on 2004-02-16 with total page 296 pages. Available in PDF, EPUB and Kindle. Book excerpt: Almost all the results available in the literature on multivariate t-distributions published in the last 50 years are now collected together in this comprehensive reference. Because these distributions are becoming more prominent in many applications, this book is a must for any serious researcher or consultant working in multivariate analysis and statistical distributions. Much of this material has never before appeared in book form. The first part of the book emphasizes theoretical results of a probabilistic nature. In the second part of the book, these are supplemented by a variety of statistical aspects. Various generalizations and applications are dealt with in the final chapters. The material on estimation and regression models is of special value for practitioners in statistics and economics. A comprehensive bibliography of over 350 references is included.
Author : Henryk Gzyl
Publisher : World Scientific
ISBN 13 : 9810218125
Total Pages : 161 pages
Book Rating : 4.8/5 (12 download)
Download or read book The Method of Maximum Entropy written by Henryk Gzyl and published by World Scientific. This book was released on 1995 with total page 161 pages. Available in PDF, EPUB and Kindle. Book excerpt: This monograph is an outgrowth of a set of lecture notes on the maximum entropy method delivered at the 1st Venezuelan School of Mathematics. This yearly event aims at acquainting graduate students and university teachers with the trends, techniques and open problems of current interest. In this book the author reviews several versions of the maximum entropy method and makes its underlying philosophy clear.
Author : Denzil Gwydir Fiebig
Publisher :
ISBN 13 :
Total Pages : 344 pages
Book Rating : 4.:/5 (911 download)
Download or read book The Maximum Entropy Distribution and Its Covariance Matrix written by Denzil Gwydir Fiebig and published by . This book was released on 1982 with total page 344 pages. Available in PDF, EPUB and Kindle. Book excerpt:
Author : Ronald Christensen
Publisher : Entropy, Limited
ISBN 13 :
Total Pages : 814 pages
Book Rating : 4.:/5 (38 download)
Download or read book Multivariate Statistical Modeling written by Ronald Christensen and published by Entropy, Limited. This book was released on 1983 with total page 814 pages. Available in PDF, EPUB and Kindle. Book excerpt:
Author : Henri Theil
Publisher :
ISBN 13 :
Total Pages : 158 pages
Book Rating : 4.:/5 (287 download)
Download or read book The Maximum Entropy Distribution written by Henri Theil and published by . This book was released on 1981 with total page 158 pages. Available in PDF, EPUB and Kindle. Book excerpt:
Author : Jenny Farmer
Publisher :
ISBN 13 :
Total Pages : 140 pages
Book Rating : 4.:/5 (885 download)
Download or read book Maximum Entropy Probability Distribution written by Jenny Farmer and published by . This book was released on 2014 with total page 140 pages. Available in PDF, EPUB and Kindle. Book excerpt: Given a set of randomly sampled experimental data, a numeric algorithm has been developed to determine a probability distribution function that represents the data. The algorithm is based on the maximum entropy method in information theory, which states that the solution that maximizes entropy while satisfying known constraints is presumed to be the correct solution. The probability distribution function is expressed as an exponential of a series expansion over Chebyshev polynomials where the expansion coefficients are formally Lagrange multipliers and must be determined. The method for finding these Lagrange multipliers is through an iterative trial-and-error approach. After each guess for the coefficients, the trial solution is evaluated according to how well it represents the data. This assessment is performed by using the cumulative distribution function to transform the data to uniformly distributed random data, and then comparing the transformed data to known results for a uniform distribution using binning and ordered statistics. The algorithm is presented in the form of a highly adaptive and flexible tool that does not assume prior knowledge about the data, but provides many documented settings to allow for maximum efficiency in the event the user has more information about the data or has specific requirements. To demonstrate the power and flexibility of this approach, it has been tested and compared against known distributions, many of which have specific properties known to cause standard methods to fail. Each of these examples demonstrates a convergence to the true function as the sample size increases.
Author : Henri Theil
Publisher : HarperCollins Publishers
ISBN 13 :
Total Pages : 272 pages
Book Rating : 4.3/5 (91 download)
Download or read book Exploiting Continuity written by Henri Theil and published by HarperCollins Publishers. This book was released on 1984 with total page 272 pages. Available in PDF, EPUB and Kindle. Book excerpt:
Author : Neil S. Barnett
Publisher : Nova Publishers
ISBN 13 : 9781600219436
Total Pages : 244 pages
Book Rating : 4.2/5 (194 download)
Download or read book Advances in Inequalities from Probability Theory and Statistics written by Neil S. Barnett and published by Nova Publishers. This book was released on 2008 with total page 244 pages. Available in PDF, EPUB and Kindle. Book excerpt: This is the first in a series of research monographs that focus on the research, development and use of inequalities in probability and statistics. All of the papers have been peer refereed and this first edition covers a range of topics that include both survey material of published work as well as new results appearing in print for the first time.
Author : Nailong Wu
Publisher : Springer Science & Business Media
ISBN 13 : 3642606296
Total Pages : 336 pages
Book Rating : 4.6/5 (426 download)
Download or read book The Maximum Entropy Method written by Nailong Wu and published by Springer Science & Business Media. This book was released on 2012-12-06 with total page 336 pages. Available in PDF, EPUB and Kindle. Book excerpt: Forty years ago, in 1957, the Principle of Maximum Entropy was first intro duced by Jaynes into the field of statistical mechanics. Since that seminal publication, this principle has been adopted in many areas of science and technology beyond its initial application. It is now found in spectral analysis, image restoration and a number of branches ofmathematics and physics, and has become better known as the Maximum Entropy Method (MEM). Today MEM is a powerful means to deal with ill-posed problems, and much research work is devoted to it. My own research in the area ofMEM started in 1980, when I was a grad uate student in the Department of Electrical Engineering at the University of Sydney, Australia. This research work was the basis of my Ph.D. the sis, The Maximum Entropy Method and Its Application in Radio Astronomy, completed in 1985. As well as continuing my research in MEM after graduation, I taught a course of the same name at the Graduate School, Chinese Academy of Sciences, Beijingfrom 1987to 1990. Delivering the course was theimpetus for developing a structured approach to the understanding of MEM and writing hundreds of pages of lecture notes.
Author : Brian Buck
Publisher : Oxford : Clarendon Press ; New York : Oxford University Press
ISBN 13 :
Total Pages : 260 pages
Book Rating : 4.3/5 (91 download)
Download or read book Maximum Entropy in Action written by Brian Buck and published by Oxford : Clarendon Press ; New York : Oxford University Press. This book was released on 1991 with total page 260 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book is a collection of introductory, interdisciplinary articles and lectures covering the fundamentals of the maximum entropy approach, a powerful new technique that provides a much needed extension of the established principles of rational inference in the sciences. Maximum entropy allows the interpretation of incomplete and "noisy" data, providing a description of the underlying physical systems. It has found application in both practical and theoretical studies ranging from image enhancement to nuclear physics, and from statistical mechanics to economics. The work explores these applications with specific problems of data analysis taken from the physical sciences. It will interest all physical scientists who deal with data and its interpretation, including statisticians and statistical physicists.
