Theoretical Statistics

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Publisher : Springer Science & Business Media
ISBN 13 : 0387938397
Total Pages : 538 pages
Book Rating : 4.3/5 (879 download)

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Book Synopsis Theoretical Statistics by : Robert W. Keener

Download or read book Theoretical Statistics written by Robert W. Keener and published by Springer Science & Business Media. This book was released on 2010-09-08 with total page 538 pages. Available in PDF, EPUB and Kindle. Book excerpt: Intended as the text for a sequence of advanced courses, this book covers major topics in theoretical statistics in a concise and rigorous fashion. The discussion assumes a background in advanced calculus, linear algebra, probability, and some analysis and topology. Measure theory is used, but the notation and basic results needed are presented in an initial chapter on probability, so prior knowledge of these topics is not essential. The presentation is designed to expose students to as many of the central ideas and topics in the discipline as possible, balancing various approaches to inference as well as exact, numerical, and large sample methods. Moving beyond more standard material, the book includes chapters introducing bootstrap methods, nonparametric regression, equivariant estimation, empirical Bayes, and sequential design and analysis. The book has a rich collection of exercises. Several of them illustrate how the theory developed in the book may be used in various applications. Solutions to many of the exercises are included in an appendix.

Exercises in Theoretical Statistics

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Publisher :
ISBN 13 :
Total Pages : 200 pages
Book Rating : 4.3/5 (91 download)

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Book Synopsis Exercises in Theoretical Statistics by : Maurice George Kendall

Download or read book Exercises in Theoretical Statistics written by Maurice George Kendall and published by . This book was released on 1968 with total page 200 pages. Available in PDF, EPUB and Kindle. Book excerpt: Exercises; Distribution theory; Sampling; Statistical relationship; Estimation and inference; Time-series.

Exercises and Solutions in Statistical Theory

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Publisher : CRC Press
ISBN 13 : 1466572906
Total Pages : 384 pages
Book Rating : 4.4/5 (665 download)

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Book Synopsis Exercises and Solutions in Statistical Theory by : Lawrence L. Kupper

Download or read book Exercises and Solutions in Statistical Theory written by Lawrence L. Kupper and published by CRC Press. This book was released on 2013-06-24 with total page 384 pages. Available in PDF, EPUB and Kindle. Book excerpt: Exercises and Solutions in Statistical Theory helps students and scientists obtain an in-depth understanding of statistical theory by working on and reviewing solutions to interesting and challenging exercises of practical importance. Unlike similar books, this text incorporates many exercises that apply to real-world settings and provides much mor

Mathematical Statistics

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Publisher : Springer Science & Business Media
ISBN 13 : 0387217185
Total Pages : 592 pages
Book Rating : 4.3/5 (872 download)

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Book Synopsis Mathematical Statistics by : Jun Shao

Download or read book Mathematical Statistics written by Jun Shao and published by Springer Science & Business Media. This book was released on 2008-02-03 with total page 592 pages. Available in PDF, EPUB and Kindle. Book excerpt: This graduate textbook covers topics in statistical theory essential for graduate students preparing for work on a Ph.D. degree in statistics. This new edition has been revised and updated and in this fourth printing, errors have been ironed out. The first chapter provides a quick overview of concepts and results in measure-theoretic probability theory that are useful in statistics. The second chapter introduces some fundamental concepts in statistical decision theory and inference. Subsequent chapters contain detailed studies on some important topics: unbiased estimation, parametric estimation, nonparametric estimation, hypothesis testing, and confidence sets. A large number of exercises in each chapter provide not only practice problems for students, but also many additional results.

Exercises and Solutions in Biostatistical Theory

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Publisher : CRC Press
ISBN 13 : 1439895023
Total Pages : 418 pages
Book Rating : 4.4/5 (398 download)

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Book Synopsis Exercises and Solutions in Biostatistical Theory by : Lawrence Kupper

Download or read book Exercises and Solutions in Biostatistical Theory written by Lawrence Kupper and published by CRC Press. This book was released on 2010-11-09 with total page 418 pages. Available in PDF, EPUB and Kindle. Book excerpt: Drawn from nearly four decades of Lawrence L. Kupper's teaching experiences as a distinguished professor in the Department of Biostatistics at the University of North Carolina, Exercises and Solutions in Biostatistical Theory presents theoretical statistical concepts, numerous exercises, and detailed solutions that span topics from basic probabilit

Exercises and Solutions in Biostatistical Theory

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Publisher : CRC Press
ISBN 13 : 1584887222
Total Pages : 422 pages
Book Rating : 4.5/5 (848 download)

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Book Synopsis Exercises and Solutions in Biostatistical Theory by : Lawrence Kupper

Download or read book Exercises and Solutions in Biostatistical Theory written by Lawrence Kupper and published by CRC Press. This book was released on 2010-11-09 with total page 422 pages. Available in PDF, EPUB and Kindle. Book excerpt: Drawn from nearly four decades of Lawrence L. Kupper’s teaching experiences as a distinguished professor in the Department of Biostatistics at the University of North Carolina, Exercises and Solutions in Biostatistical Theory presents theoretical statistical concepts, numerous exercises, and detailed solutions that span topics from basic probability to statistical inference. The text links theoretical biostatistical principles to real-world situations, including some of the authors’ own biostatistical work that has addressed complicated design and analysis issues in the health sciences. This classroom-tested material is arranged sequentially starting with a chapter on basic probability theory, followed by chapters on univariate distribution theory and multivariate distribution theory. The last two chapters on statistical inference cover estimation theory and hypothesis testing theory. Each chapter begins with an in-depth introduction that summarizes the biostatistical principles needed to help solve the exercises. Exercises range in level of difficulty from fairly basic to more challenging (identified with asterisks). By working through the exercises and detailed solutions in this book, students will develop a deep understanding of the principles of biostatistical theory. The text shows how the biostatistical theory is effectively used to address important biostatistical issues in a variety of real-world settings. Mastering the theoretical biostatistical principles described in the book will prepare students for successful study of higher-level statistical theory and will help them become better biostatisticians.

Statistical Models

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Publisher : Cambridge University Press
ISBN 13 : 1139477315
Total Pages : 459 pages
Book Rating : 4.1/5 (394 download)

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Book Synopsis Statistical Models by : David A. Freedman

Download or read book Statistical Models written by David A. Freedman and published by Cambridge University Press. This book was released on 2009-04-27 with total page 459 pages. Available in PDF, EPUB and Kindle. Book excerpt: This lively and engaging book explains the things you have to know in order to read empirical papers in the social and health sciences, as well as the techniques you need to build statistical models of your own. The discussion in the book is organized around published studies, as are many of the exercises. Relevant journal articles are reprinted at the back of the book. Freedman makes a thorough appraisal of the statistical methods in these papers and in a variety of other examples. He illustrates the principles of modelling, and the pitfalls. The discussion shows you how to think about the critical issues - including the connection (or lack of it) between the statistical models and the real phenomena. The book is written for advanced undergraduates and beginning graduate students in statistics, as well as students and professionals in the social and health sciences.

Exercises in Probability

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Publisher : Cambridge University Press
ISBN 13 : 1107606551
Total Pages : 301 pages
Book Rating : 4.1/5 (76 download)

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Book Synopsis Exercises in Probability by : Loïc Chaumont

Download or read book Exercises in Probability written by Loïc Chaumont and published by Cambridge University Press. This book was released on 2012-07-19 with total page 301 pages. Available in PDF, EPUB and Kindle. Book excerpt: Over 100 exercises with detailed solutions, insightful notes and references for further reading. Ideal for beginning researchers.

One Thousand Exercises in Probability

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Publisher : Oxford University Press
ISBN 13 : 9780198572213
Total Pages : 452 pages
Book Rating : 4.5/5 (722 download)

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Book Synopsis One Thousand Exercises in Probability by : Geoffrey Grimmett

Download or read book One Thousand Exercises in Probability written by Geoffrey Grimmett and published by Oxford University Press. This book was released on 2001-05-24 with total page 452 pages. Available in PDF, EPUB and Kindle. Book excerpt: This guide provides a wide-ranging selection of illuminating, informative and entertaining problems, together with their solution. Topics include modelling and many applications of probability theory.

Exercises in Probability

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Author :
Publisher : Springer Science & Business Media
ISBN 13 : 1461245265
Total Pages : 251 pages
Book Rating : 4.4/5 (612 download)

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Book Synopsis Exercises in Probability by : T. Cacoullos

Download or read book Exercises in Probability written by T. Cacoullos and published by Springer Science & Business Media. This book was released on 2012-12-06 with total page 251 pages. Available in PDF, EPUB and Kindle. Book excerpt: The author, the founder of the Greek Statistical Institute, has based this book on the two volumes of his Greek edition which has been used by over ten thousand students during the past fifteen years. It can serve as a companion text for an introductory or intermediate level probability course. Those will benefit most who have a good grasp of calculus, yet, many others, with less formal mathematical background can also benefit from the large variety of solved problems ranging from classical combinatorial problems to limit theorems and the law of iterated logarithms. It contains 329 problems with solutions as well as an addendum of over 160 exercises and certain complements of theory and problems.

Basics of Modern Mathematical Statistics

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Publisher : Springer Science & Business Media
ISBN 13 : 3642368506
Total Pages : 185 pages
Book Rating : 4.6/5 (423 download)

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Book Synopsis Basics of Modern Mathematical Statistics by : Wolfgang Karl Härdle

Download or read book Basics of Modern Mathematical Statistics written by Wolfgang Karl Härdle and published by Springer Science & Business Media. This book was released on 2013-11-08 with total page 185 pages. Available in PDF, EPUB and Kindle. Book excerpt: ​The complexity of today’s statistical data calls for modern mathematical tools. Many fields of science make use of mathematical statistics and require continuous updating on statistical technologies. Practice makes perfect, since mastering the tools makes them applicable. Our book of exercises and solutions offers a wide range of applications and numerical solutions based on R. In modern mathematical statistics, the purpose is to provide statistics students with a number of basic exercises and also an understanding of how the theory can be applied to real-world problems. The application aspect is also quite important, as most previous exercise books are mostly on theoretical derivations. Also we add some problems from topics often encountered in recent research papers. The book was written for statistics students with one or two years of coursework in mathematical statistics and probability, professors who hold courses in mathematical statistics, and researchers in other fields who would like to do some exercises on math statistics.

Theoretical Statistics

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Publisher : CRC Press
ISBN 13 : 9780412161605
Total Pages : 1060 pages
Book Rating : 4.1/5 (616 download)

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Book Synopsis Theoretical Statistics by : D.R. Cox

Download or read book Theoretical Statistics written by D.R. Cox and published by CRC Press. This book was released on 1979-09-06 with total page 1060 pages. Available in PDF, EPUB and Kindle. Book excerpt: A text that stresses the general concepts of the theory of statistics Theoretical Statistics provides a systematic statement of the theory of statistics, emphasizing general concepts rather than mathematical rigor. Chapters 1 through 3 provide an overview of statistics and discuss some of the basic philosophical ideas and problems behind statistical procedures. Chapters 4 and 5 cover hypothesis testing with simple and null hypotheses, respectively. Subsequent chapters discuss non-parametrics, interval estimation, point estimation, asymptotics, Bayesian procedure, and deviation theory. Student familiarity with standard statistical techniques is assumed.

Mathematical Statistics: Exercises and Solutions

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Publisher : Springer Science & Business Media
ISBN 13 : 0387282769
Total Pages : 385 pages
Book Rating : 4.3/5 (872 download)

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Book Synopsis Mathematical Statistics: Exercises and Solutions by : Jun Shao

Download or read book Mathematical Statistics: Exercises and Solutions written by Jun Shao and published by Springer Science & Business Media. This book was released on 2006-06-26 with total page 385 pages. Available in PDF, EPUB and Kindle. Book excerpt: The exercises are grouped into seven chapters with titles matching those in the author's Mathematical Statistics. Can also be used as a stand-alone because exercises and solutions are comprehensible independently of their source, and notation and terminology are explained in the front of the book. Suitable for self-study for a statistics Ph.D. qualifying exam.

Problems and Solutions in Theoretical Statistics

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Publisher : Springer
ISBN 13 : 9789400957923
Total Pages : 0 pages
Book Rating : 4.9/5 (579 download)

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Book Synopsis Problems and Solutions in Theoretical Statistics by : David Cox

Download or read book Problems and Solutions in Theoretical Statistics written by David Cox and published by Springer. This book was released on 1978-08-15 with total page 0 pages. Available in PDF, EPUB and Kindle. Book excerpt: In our book Theoretical Statistics we gave about 150 Further results and exercises mostly intended to illustrate material of intrinsic interest that it was not possible to cover in the main text. In many cases the statements were based quite directly on recent papers. The present book gives outline solutions and discussion of these problems. To make the book selfcontained we have preceded each set of problems by a brief summary of the main general ideas required. The collection of these summaries provides a rapid review of the theory of statistics. The book contains a substantial amount of general material not previously available in book form. The detailed solution of special problems is a vital part of the study of any mathematical subject and we hope therefore that teachers and students of statistics especially at graduate level will find the problems and outline solutions helpful. In addition we hope that research workers in statistics interested in special problems will find the book an effective review of some useful theoretical ideas including the associated elementary mathematical techniques. While the numbering and arrangement of the problems is the same as in Theoretical Statistics, we have rewritten a number of the problems, partly in order to make them self contained and partly for clarification and correction.

Exercises in Probability

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Publisher : Cambridge University Press
ISBN 13 : 0521825857
Total Pages : 256 pages
Book Rating : 4.5/5 (218 download)

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Book Synopsis Exercises in Probability by : L. Chaumont

Download or read book Exercises in Probability written by L. Chaumont and published by Cambridge University Press. This book was released on 2003-11-03 with total page 256 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book was first published in 2003. Derived from extensive teaching experience in Paris, this book presents around 100 exercises in probability. The exercises cover measure theory and probability, independence and conditioning, Gaussian variables, distributional computations, convergence of random variables, and random processes. For each exercise the authors have provided detailed solutions as well as references for preliminary and further reading. There are also many insightful notes to motivate the student and set the exercises in context. Students will find these exercises extremely useful for easing the transition between simple and complex probabilistic frameworks. Indeed, many of the exercises here will lead the student on to frontier research topics in probability. Along the way, attention is drawn to a number of traps into which students of probability often fall. This book is ideal for independent study or as the companion to a course in advanced probability theory.

Understanding Randomness

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Publisher : Routledge
ISBN 13 : 1351406124
Total Pages : 136 pages
Book Rating : 4.3/5 (514 download)

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Book Synopsis Understanding Randomness by : Salsburg

Download or read book Understanding Randomness written by Salsburg and published by Routledge. This book was released on 2017-09-19 with total page 136 pages. Available in PDF, EPUB and Kindle. Book excerpt: This concise, easy-to-follow book stimulates interest and develops proficiency in statisticalanalysis. Packed full of helpful exercises-covering a wide variety of conditions,random patterns, and simple models-Understanding Randomness presents a logical sequenceof study, through practice in interpreting random noise before progressing on toreal life problems ... demonstrates proper applications of numerous techniques throughworked out problems ... facilitates further work in statistics, keyed to standard references. . . and strengthens experience with unexpected results-fundamental for workingwith random events.Understanding Randomness serves as vital supplementary reading for both graduate andundergraduate students of statistics-with a standard statistics course as a prerequisiteandas a primary source for exercises in statistics laboratories. Moreover, it is importantfor industrial and mathematical training courses and society or association seminars, aswell as an invaluable workbook for statisticians, biostatisticians, biometricians, socialscientists concerned with improving their data analysis techniques-or anyone dealingwith evaluation of experimental data!

Linear Model Theory

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Publisher : Springer Nature
ISBN 13 : 3030520633
Total Pages : 504 pages
Book Rating : 4.0/5 (35 download)

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Book Synopsis Linear Model Theory by : Dale L. Zimmerman

Download or read book Linear Model Theory written by Dale L. Zimmerman and published by Springer Nature. This book was released on 2020-11-02 with total page 504 pages. Available in PDF, EPUB and Kindle. Book excerpt: This textbook presents a unified and rigorous approach to best linear unbiased estimation and prediction of parameters and random quantities in linear models, as well as other theory upon which much of the statistical methodology associated with linear models is based. The single most unique feature of the book is that each major concept or result is illustrated with one or more concrete examples or special cases. Commonly used methodologies based on the theory are presented in methodological interludes scattered throughout the book, along with a wealth of exercises that will benefit students and instructors alike. Generalized inverses are used throughout, so that the model matrix and various other matrices are not required to have full rank. Considerably more emphasis is given to estimability, partitioned analyses of variance, constrained least squares, effects of model misspecification, and most especially prediction than in many other textbooks on linear models. This book is intended for master and PhD students with a basic grasp of statistical theory, matrix algebra and applied regression analysis, and for instructors of linear models courses. Solutions to the book’s exercises are available in the companion volume Linear Model Theory - Exercises and Solutions by the same author.