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Probability Distributions for Directional Data on Smooth Manifolds, Ashis SenGupta, Kunio Shimizu


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Автор: Ashis SenGupta, Kunio Shimizu
Название:  Probability Distributions for Directional Data on Smooth Manifolds
ISBN: 9781119414063
Издательство: Wiley
Классификация:
ISBN-10: 1119414067
Обложка/Формат: Hardback
Страницы: 270
Вес: 0.67 кг.
Дата издания: 13.12.2019
Серия: Wiley series in probability and statistics
Язык: English
Размер: 236 x 163 x 23
Читательская аудитория: Professional & vocational
Ключевые слова: Mathematics
Основная тема: Mathematics
Ссылка на Издательство: Link
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Поставляется из: Англии
Описание:

This book provides a comprehensive and rigorous treatment of real-life scientific problems which encounter non-linear data. The authors first present methods for developing distributions on a circle. Then, they proceed to show how such methods are generalized for other manifolds. They also consider new methods peculiar to certain other manifolds, like disc and hyperdisc. The organization of the book develops the methods from the beginning for a simple manifold, letting the reader appreciate how these unfold and generalize to more complicated manifolds. Next, rather than separately treating one distribution at a time, the authors develop the generalizations of the methods of derivations. Finally, new distributions are presented as outcomes of these generalizations. The authors also provide several real-life examples, which not only attest to the ongoing usefulness, but will also help the reader visualize other modern day areas of the applications of these important distributions.



Probability Distributions Involving Gaussian Random Variables / A Handbook for Engineers and Scientists

Автор: Simon Marvin K., Riedel Eibe
Название: Probability Distributions Involving Gaussian Random Variables / A Handbook for Engineers and Scientists
ISBN: 0387346570 ISBN-13(EAN): 9780387346571
Издательство: Springer
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Цена: 65210.00 T
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Описание: This handbook brings together a comprehensive collection of mathematical material in one location. It also offers a variety of new results interpreted in a form that is particularly useful to engineers, scientists, and applied mathematicians.

The Analysis of Directional Time Series: Applications to Wind Speed and Direction

Автор: Jens Breckling
Название: The Analysis of Directional Time Series: Applications to Wind Speed and Direction
ISBN: 0387971823 ISBN-13(EAN): 9780387971827
Издательство: Springer
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Цена: 111790.00 T
Наличие на складе: Есть у поставщика Поставка под заказ.
Описание: Given a series of wind speeds and directions from the port of Fremantle the aim of this monograph is to detect general weather patterns and seasonal characteristics.

Advances in Directional and Linear Statistics

Автор: Martin T. Wells; Ashis SenGupta
Название: Advances in Directional and Linear Statistics
ISBN: 3790829226 ISBN-13(EAN): 9783790829228
Издательство: Springer
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Цена: 135090.00 T
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Описание: The present volume consists of papers written by students, colleagues and collaborators of Sreenivasa Rao Jammalamadaka from various countries, and covers a variety of research topics which he enjoys and contributed immensely to.

Advances in Probability Distributions with Given Marginals

Автор: G. Dall`aglio; S. Kotz; G. Salinetti
Название: Advances in Probability Distributions with Given Marginals
ISBN: 0792311566 ISBN-13(EAN): 9780792311560
Издательство: Springer
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Цена: 88500.00 T
Наличие на складе: Есть у поставщика Поставка под заказ.
Описание: 'Et moi -...- si j'avait su comment en rcvenir. One service mathematics has rendered the je n'y serais point alle.' human race. It has put common sense back Jules Verne where it belongs, on the topmost shelf next to the dusty canistcr labelled 'discarded non- sense'. The scries is divergent; therefore we may be Eric T. Bell able to do something with it. O. Heaviside Mathematics is a tool for thought. A highly necessary tool in a world where both feedback and non- linearities abound. Similarly, all kinds of parts of mathematics serve as tools for other parts and for other sciences. Applying a simple rewriting rule to the quote on the right above one finds such statements as: 'One service topology has rendered mathematical physics .. .'; 'One service logic has rendered com- puter science .. .'; 'One service category theory has rendered mathematics .. .'. All arguably true. And all statements obtainable this way form part of the raison d'etre of this series.

Matrix-exponential distributions in applied probability

Автор: Bladt, Mogens Nielsen, Bo Friis
Название: Matrix-exponential distributions in applied probability
ISBN: 149397047X ISBN-13(EAN): 9781493970476
Издательство: Springer
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Цена: 83850.00 T
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Описание:

This book contains an in-depth treatment of matrix-exponential (ME) distributions and their sub-class of phase-type (PH) distributions. Loosely speaking, an ME distribution is obtained through replacing the intensity parameter in an exponential distribution by a matrix. The ME distributions can also be identified as the class of non-negative distributions with rational Laplace transforms. If the matrix has the structure of a sub-intensity matrix for a Markov jump process we obtain a PH distribution which allows for nice probabilistic interpretations facilitating the derivation of exact solutions and closed form formulas.

The full potential of ME and PH unfolds in their use in stochastic modelling. Several chapters on generic applications, like renewal theory, random walks and regenerative processes, are included together with some specific examples from queueing theory and insurance risk. We emphasize our intention towards applications by including an extensive treatment on statistical methods for PH distributions and related processes that will allow practitioners to calibrate models to real data.

Aimed as a textbook for graduate students in applied probability and statistics, the book provides all the necessary background on Poisson processes, Markov chains, jump processes, martingales and re-generative methods. It is our hope that the provided background may encourage researchers and practitioners from other fields, like biology, genetics and medicine, who wish to become acquainted with the matrix-exponential method and its applications.


Probability distributions :

Название: Probability distributions :
ISBN: 3319760416 ISBN-13(EAN): 9783319760414
Издательство: Springer
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Цена: 111790.00 T
Наличие на складе: Есть у поставщика Поставка под заказ.
Описание: Several useful distributions that are not so common and less understood are described with examples and applications in full detail: discrete normal, left-partial, right-partial, left-truncated normal, right-truncated normal, lognormal, bivariate normal, and bivariate lognormal.


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