Statistics For Mathematicians
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Statistics For Mathematicians
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Author : Victor M. Panaretos
language : en
Publisher: Birkhäuser
Release Date : 2016-06-01
Statistics For Mathematicians written by Victor M. Panaretos and has been published by Birkhäuser this book supported file pdf, txt, epub, kindle and other format this book has been release on 2016-06-01 with Mathematics categories.
This textbook provides a coherent introduction to the main concepts and methods of one-parameter statistical inference. Intended for students of Mathematics taking their first course in Statistics, the focus is on Statistics for Mathematicians rather than on Mathematical Statistics. The goal is not to focus on the mathematical/theoretical aspects of the subject, but rather to provide an introduction to the subject tailored to the mindset and tastes of Mathematics students, who are sometimes turned off by the informal nature of Statistics courses. This book can be used as the basis for an elementary semester-long first course on Statistics with a firm sense of direction that does not sacrifice rigor. The deeper goal of the text is to attract the attention of promising Mathematics students.
Mathematical Statistics
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Author : Keith Knight
language : en
Publisher: CRC Press
Release Date : 1999-11-24
Mathematical Statistics written by Keith Knight and has been published by CRC Press this book supported file pdf, txt, epub, kindle and other format this book has been release on 1999-11-24 with Mathematics categories.
Traditional texts in mathematical statistics can seem - to some readers-heavily weighted with optimality theory of the various flavors developed in the 1940s and50s, and not particularly relevant to statistical practice. Mathematical Statistics stands apart from these treatments. While mathematically rigorous, its focus is on providing a set of useful tools that allow students to understand the theoretical underpinnings of statistical methodology. The author concentrates on inferential procedures within the framework of parametric models, but - acknowledging that models are often incorrectly specified - he also views estimation from a non-parametric perspective. Overall, Mathematical Statistics places greater emphasis on frequentist methodology than on Bayesian, but claims no particular superiority for that approach. It does emphasize, however, the utility of statistical and mathematical software packages, and includes several sections addressing computational issues. The result reaches beyond "nice" mathematics to provide a balanced, practical text that brings life and relevance to a subject so often perceived as irrelevant and dry.
Introduction To Mathematical Statistics
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Author : Robert V. Hogg
language : en
Publisher: Prentice Hall
Release Date : 2005
Introduction To Mathematical Statistics written by Robert V. Hogg and has been published by Prentice Hall this book supported file pdf, txt, epub, kindle and other format this book has been release on 2005 with Mathematics categories.
This classic book retains its outstanding ongoing features and continues to provide readers with excellent background material necessary for a successful understanding of mathematical statistics.Chapter topics cover classical statistical inference procedures in estimation and testing, and an in-depth treatment of sufficiency and testing theory—including uniformly most powerful tests and likelihood ratios. Many illustrative examples and exercises enhance the presentation of material throughout the book.For a more complete understanding of mathematical statistics.
An Introduction To Mathematical Statistics
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Author : Aad van der Vaart
language : en
Publisher: Amsterdam University Press
Release Date : 2017-05-23
An Introduction To Mathematical Statistics written by Aad van der Vaart and has been published by Amsterdam University Press this book supported file pdf, txt, epub, kindle and other format this book has been release on 2017-05-23 with Mathematics categories.
Statistics is the science that focuses on drawing conclusions from data, by modeling and analyzing the data using probabilistic models. In 'An Introduction to Mathematical Statistics' the authors describe key concepts from statistics and give a mathematical basis for important statistical methods. Much attention is paid to the sound application of those methods to data. The three main topics in statistics are estimators, tests, and confidence regions. The authors illustrate these in many examples, with a separate chapter on regression models, including linear regression and analysis of variance. They also discuss the optimality of estimators and tests, as well as the selection of the best-fitting model.Each chapter ends with a case study in which the described statistical methods are applied. This book assumes a basic knowledge of probability theory, calculus, and linear algebra.
A History Of Probability And Statistics And Their Applications Before 1750
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Author : Anders Hald
language : en
Publisher: Wiley-Interscience
Release Date : 1990-01-16
A History Of Probability And Statistics And Their Applications Before 1750 written by Anders Hald and has been published by Wiley-Interscience this book supported file pdf, txt, epub, kindle and other format this book has been release on 1990-01-16 with History categories.
The first treatment of the early development of probability and statistics since Todhunter's History appeared in 1865. The present book describes the contemporaneous development and interaction of probability theory (and games of chance), statistics (particularly in astronomy and demography) and life insurance mathematics. Illustrates the development of the practice by means of typical examples, giving both the original data and their analysis at the time, and adding some comments from a modern point of view. To read and enjoy this intellectual history, the reader need know but little statistics or mathematics, for the presentation is relatively self-contained. This unique book evokes the life and works of the great natural philosophers who contributed to the development of probability theory and statistics and offers fascinating background material on the history of mathematics, natural philosophy and social conditions of the eras under discussion.
Mathematical Statistics
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Author : Peter J. Bickel
language : en
Publisher: CRC Press
Release Date : 2015-11-04
Mathematical Statistics written by Peter J. Bickel and has been published by CRC Press this book supported file pdf, txt, epub, kindle and other format this book has been release on 2015-11-04 with Business & Economics categories.
Mathematical Statistics: Basic Ideas and Selected Topics, Volume II presents important statistical concepts, methods, and tools not covered in the authors' previous volume. This second volume focuses on inference in non- and semiparametric models. It not only reexamines the procedures introduced in the first volume from a more sophisticated point o
Reminiscences Of A Statistician
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Author : Erich L. Lehmann
language : en
Publisher: Springer Science & Business Media
Release Date : 2007-12-26
Reminiscences Of A Statistician written by Erich L. Lehmann and has been published by Springer Science & Business Media this book supported file pdf, txt, epub, kindle and other format this book has been release on 2007-12-26 with Mathematics categories.
This relatively nontechnical book is the first account of the history of statistics from the Fisher revolution to the computer revolution. It sketches the careers, and highlights some of the work, of 65 people, most of them statisticians. What gives the book its special character is its emphasis on the author's interaction with these people and the inclusion of many personal anecdotes. Combined, these portraits provide an amazing fly-on-the-wall view of statistics during the period in question. The stress is on ideas and technical material is held to a minimum. Thus the book is accessible to anyone with at least an elementary background in statistics.
Introduction To Mathematical Statistics
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Author : Robert V. Hogg
language : en
Publisher: Pearson Higher Ed
Release Date : 2012-02-28
Introduction To Mathematical Statistics written by Robert V. Hogg and has been published by Pearson Higher Ed this book supported file pdf, txt, epub, kindle and other format this book has been release on 2012-02-28 with Mathematics categories.
This is the eBook of the printed book and may not include any media, website access codes, or print supplements that may come packaged with the bound book. Introduction to Mathematical Statistics, Seventh Edition, offers a proven approach designed to provide you with an excellent foundation in mathematical statistics. Ample examples and exercises throughout the text illustrate concepts to help you gain a solid understanding of the material.
An Introduction To Mathematical Statistics And Its Applications
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Author : Richard J. Larsen
language : en
Publisher: Pearson Educacion
Release Date : 2012
An Introduction To Mathematical Statistics And Its Applications written by Richard J. Larsen and has been published by Pearson Educacion this book supported file pdf, txt, epub, kindle and other format this book has been release on 2012 with Mathematical statistics categories.
Offering comprehensive coverage of the theoretical aspects of mathematical statistics, this text demonstrates how and when to use statistical methods, while reinforcing the calculus that students will have mastered in previous courses.
Mathematical Statistics With Applications
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Author : Asha Seth Kapadia
language : en
Publisher: CRC Press
Release Date : 2017-07-12
Mathematical Statistics With Applications written by Asha Seth Kapadia and has been published by CRC Press this book supported file pdf, txt, epub, kindle and other format this book has been release on 2017-07-12 with Mathematics categories.
Mathematical statistics typically represents one of the most difficult challenges in statistics, particularly for those with more applied, rather than mathematical, interests and backgrounds. Most textbooks on the subject provide little or no review of the advanced calculus topics upon which much of mathematical statistics relies and furthermore contain material that is wholly theoretical, thus presenting even greater challenges to those interested in applying advanced statistics to a specific area. Mathematical Statistics with Applications presents the background concepts and builds the technical sophistication needed to move on to more advanced studies in multivariate analysis, decision theory, stochastic processes, or computational statistics. Applications embedded within theoretical discussions clearly demonstrate the utility of the theory in a useful and relevant field of application and allow readers to avoid sudden exposure to purely theoretical materials. With its clear explanations and more than usual emphasis on applications and computation, this text reaches out to the many students and professionals more interested in the practical use of statistics to enrich their work in areas such as communications, computer science, economics, astronomy, and public health.