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Author : Rabi N. Bhattacharya
Publisher : SIAM
ISBN 13 : 089871897X
Total Pages : 333 pages
Book Rating : 4.8/5 (987 download)
Download or read book Normal Approximation and Asymptotic Expansions written by Rabi N. Bhattacharya and published by SIAM. This book was released on 2010-11-11 with total page 333 pages. Available in PDF, EPUB and Kindle. Book excerpt: -Fourier analysis, --
Author : Louis H.Y. Chen
Publisher : Springer Science & Business Media
ISBN 13 : 3642150071
Total Pages : 411 pages
Book Rating : 4.6/5 (421 download)
Download or read book Normal Approximation by Stein’s Method written by Louis H.Y. Chen and published by Springer Science & Business Media. This book was released on 2010-10-13 with total page 411 pages. Available in PDF, EPUB and Kindle. Book excerpt: Since its introduction in 1972, Stein’s method has offered a completely novel way of evaluating the quality of normal approximations. Through its characterizing equation approach, it is able to provide approximation error bounds in a wide variety of situations, even in the presence of complicated dependence. Use of the method thus opens the door to the analysis of random phenomena arising in areas including statistics, physics, and molecular biology. Though Stein's method for normal approximation is now mature, the literature has so far lacked a complete self contained treatment. This volume contains thorough coverage of the method’s fundamentals, includes a large number of recent developments in both theory and applications, and will help accelerate the appreciation, understanding, and use of Stein's method by providing the reader with the tools needed to apply it in new situations. It addresses researchers as well as graduate students in Probability, Statistics and Combinatorics.
Author : David S. Moore
Publisher : Palgrave Macmillan
ISBN 13 : 1429224266
Total Pages : 975 pages
Book Rating : 4.4/5 (292 download)
Download or read book The Basic Practice of Statistics written by David S. Moore and published by Palgrave Macmillan. This book was released on 2010 with total page 975 pages. Available in PDF, EPUB and Kindle. Book excerpt: This is a clear and innovative overview of statistics which emphasises major ideas, essential skills and real-life data. The organisation and design has been improved for the fifth edition, coverage of engaging, real-world topics has been increased and content has been updated to appeal to today's trends and research.
Author : Humberto Barreto
Publisher : Cambridge University Press
ISBN 13 : 9780521843195
Total Pages : 810 pages
Book Rating : 4.8/5 (431 download)
Download or read book Introductory Econometrics written by Humberto Barreto and published by Cambridge University Press. This book was released on 2006 with total page 810 pages. Available in PDF, EPUB and Kindle. Book excerpt: This highly accessible and innovative text with supporting web site uses Excel (R) to teach the core concepts of econometrics without advanced mathematics. It enables students to use Monte Carlo simulations in order to understand the data generating process and sampling distribution. Intelligent repetition of concrete examples effectively conveys the properties of the ordinary least squares (OLS) estimator and the nature of heteroskedasticity and autocorrelation. Coverage includes omitted variables, binary response models, basic time series, and simultaneous equations. The authors teach students how to construct their own real-world data sets drawn from the internet, which they can analyze with Excel (R) or with other econometric software. The accompanying web site with text support can be found at www.wabash.edu/econometrics.
Author : Jim Pitman
Publisher : Springer Science & Business Media
ISBN 13 : 1461243742
Total Pages : 564 pages
Book Rating : 4.4/5 (612 download)
Download or read book Probability written by Jim Pitman and published by Springer Science & Business Media. This book was released on 2012-12-06 with total page 564 pages. Available in PDF, EPUB and Kindle. Book excerpt: This is a text for a one-quarter or one-semester course in probability, aimed at students who have done a year of calculus. The book is organised so a student can learn the fundamental ideas of probability from the first three chapters without reliance on calculus. Later chapters develop these ideas further using calculus tools. The book contains more than the usual number of examples worked out in detail. The most valuable thing for students to learn from a course like this is how to pick up a probability problem in a new setting and relate it to the standard body of theory. The more they see this happen in class, and the more they do it themselves in exercises, the better. The style of the text is deliberately informal. My experience is that students learn more from intuitive explanations, diagrams, and examples than they do from theorems and proofs. So the emphasis is on problem solving rather than theory.
Author : Andrew Gelman
Publisher : CRC Press
ISBN 13 : 1420057294
Total Pages : 717 pages
Book Rating : 4.4/5 (2 download)
Download or read book Bayesian Data Analysis, Second Edition written by Andrew Gelman and published by CRC Press. This book was released on 2003-07-29 with total page 717 pages. Available in PDF, EPUB and Kindle. Book excerpt: Incorporating new and updated information, this second edition of THE bestselling text in Bayesian data analysis continues to emphasize practice over theory, describing how to conceptualize, perform, and critique statistical analyses from a Bayesian perspective. Its world-class authors provide guidance on all aspects of Bayesian data analysis and include examples of real statistical analyses, based on their own research, that demonstrate how to solve complicated problems. Changes in the new edition include: Stronger focus on MCMC Revision of the computational advice in Part III New chapters on nonlinear models and decision analysis Several additional applied examples from the authors' recent research Additional chapters on current models for Bayesian data analysis such as nonlinear models, generalized linear mixed models, and more Reorganization of chapters 6 and 7 on model checking and data collection Bayesian computation is currently at a stage where there are many reasonable ways to compute any given posterior distribution. However, the best approach is not always clear ahead of time. Reflecting this, the new edition offers a more pluralistic presentation, giving advice on performing computations from many perspectives while making clear the importance of being aware that there are different ways to implement any given iterative simulation computation. The new approach, additional examples, and updated information make Bayesian Data Analysis an excellent introductory text and a reference that working scientists will use throughout their professional life.
Author : Ronald N. Forthofer
Publisher : Elsevier
ISBN 13 : 0080467725
Total Pages : 521 pages
Book Rating : 4.0/5 (84 download)
Download or read book Biostatistics written by Ronald N. Forthofer and published by Elsevier. This book was released on 2006-12-14 with total page 521 pages. Available in PDF, EPUB and Kindle. Book excerpt: Biostatistics, Second Edition, is a user-friendly guide on biostatistics, which focuses on the proper use and interpretation of statistical methods. This textbook does not require extensive background in mathematics, making it user-friendly for all students in the public health sciences field. Instead of highlighting derivations of formulas, the authors provide rationales for the formulas, allowing students to grasp a better understanding of the link between biology and statistics. The material on life tables and survival analysis allows students to better understand the recent literature in the health field, particularly in the study of chronic disease treatment. This updated edition contains over 40% new material with modern real-life examples, exercises, and references, including new chapters on Logistic Regression, Analysis of Survey Data, and Study Designs. The book is recommended for students in the health sciences, public health professionals, and practitioners. - Over 40% new material with modern real-life examples, exercises and references - New chapters on Logistic Regression; Analysis of Survey Data; and Study Designs - Introduces strategies for analyzing complex sample survey data - Written in a conversational style more accessible to students with real data
Author : Ivan Nourdin
Publisher : Cambridge University Press
ISBN 13 : 1107017777
Total Pages : 255 pages
Book Rating : 4.1/5 (7 download)
Download or read book Normal Approximations with Malliavin Calculus written by Ivan Nourdin and published by Cambridge University Press. This book was released on 2012-05-10 with total page 255 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book shows how quantitative central limit theorems can be deduced by combining two powerful probabilistic techniques: Stein's method and Malliavin calculus.
Author : Institute of Mathematical Statistics
Publisher : American Mathematical Soc.
ISBN 13 : 9780821819043
Total Pages : 324 pages
Book Rating : 4.8/5 (19 download)
Download or read book Selected Tables in Mathematical Statistics written by Institute of Mathematical Statistics and published by American Mathematical Soc.. This book was released on 1970 with total page 324 pages. Available in PDF, EPUB and Kindle. Book excerpt:
Author : Takeshi Amemiya
Publisher : Harvard University Press
ISBN 13 : 9780674462250
Total Pages : 392 pages
Book Rating : 4.4/5 (622 download)
Download or read book Introduction to Statistics and Econometrics written by Takeshi Amemiya and published by Harvard University Press. This book was released on 1994 with total page 392 pages. Available in PDF, EPUB and Kindle. Book excerpt: Comic Amy Schumer performs a stand-up set in San Francisco devoted to various aspects of her sex life and her feelings about her own body. ~ Perry Seibert, Rovi
Author : David K. Neal
Publisher : Macmillan
ISBN 13 : 9780716758839
Total Pages : 172 pages
Book Rating : 4.7/5 (588 download)
Download or read book The Basic Practice of Statistics TI-83 Graphing Calculator Manual written by David K. Neal and published by Macmillan. This book was released on 2003-05-23 with total page 172 pages. Available in PDF, EPUB and Kindle. Book excerpt:
Author : A. D. Barbour
Publisher : World Scientific
ISBN 13 : 981256280X
Total Pages : 240 pages
Book Rating : 4.8/5 (125 download)
Download or read book An Introduction to Stein's Method written by A. D. Barbour and published by World Scientific. This book was released on 2005 with total page 240 pages. Available in PDF, EPUB and Kindle. Book excerpt: A common theme in probability theory is the approximation of complicated probability distributions by simpler ones, the central limit theorem being a classical example. Stein's method is a tool which makes this possible in a wide variety of situations. Traditional approaches, for example using Fourier analysis, become awkward to carry through in situations in which dependence plays an important part, whereas Stein's method can often still be applied to great effect. In addition, the method delivers estimates for the error in the approximation, and not just a proof of convergence. Nor is there in principle any restriction on the distribution to be approximated; it can equally well be normal, or Poisson, or that of the whole path of a random process, though the techniques have so far been worked out in much more detail for the classical approximation theorems.This volume of lecture notes provides a detailed introduction to the theory and application of Stein's method, in a form suitable for graduate students who want to acquaint themselves with the method. It includes chapters treating normal, Poisson and compound Poisson approximation, approximation by Poisson processes, and approximation by an arbitrary distribution, written by experts in the different fields. The lectures take the reader from the very basics of Stein's method to the limits of current knowledge.
Author : Dr. Arun Kaushik & Dr. Rajwant K. Singh
Publisher : K.K. Publications
ISBN 13 :
Total Pages : 168 pages
Book Rating : 4./5 ( download)
Download or read book An Introduction to Probability and Statistics written by Dr. Arun Kaushik & Dr. Rajwant K. Singh and published by K.K. Publications. This book was released on 2021-09-09 with total page 168 pages. Available in PDF, EPUB and Kindle. Book excerpt: An Introduction to Probability and Statistics An Introduction to Probability and Statistics, First Edition, guides the readers through basic probability and statistical methods along with graphs and tables and helps to analyse critically about various basic concepts. Written by two friends i.e. Dr. Arun Kaushik and Dr. Rajwant K. Singh, this book introduces readers with no or very little prior knowledge in probability or statistics to a thinking process to help them obtain the best solution to a posed situation. It provides lots of examples for each topic discussed, and examples are covered from the medical field giving the reader more exposure in applying statistical methods to different situations. This text contains an enhanced number of exercises and graphical illustrations to motivate the readers and demonstrate the applicability of probability and statistical inference in a vast variety of human activities. Each section includes relevant proofs where ever need arises, followed by exercises with some useful clues to their solutions. Furthermore, if the need arises then the detailed solutions to all exercises will be provided in near future in an Answers Manual. This text will appeal to advanced undergraduate and graduate students, as well as researchers and practitioners in engineering, medical sciences, business, social sciences or agriculture. The material discussed in this book is enough for undergraduate and graduate courses. It consists of 5 chapters. Chapter 1 is devoted to the basic concept of probability. Chapters 2 and 3 deal with the concept of a random variable and its distribution and related topics. Chapters 4 and 5 presents an overview of statistical inference, discuss the standard topics of parametric statistical inference, namely, point estimation, interval estimation and testing hypotheses.
Author : Harman Leon Harter
Publisher : American Mathematical Soc.
ISBN 13 : 9780821819012
Total Pages : 416 pages
Book Rating : 4.8/5 (19 download)
Download or read book Selected Tables in Mathematical Statistics written by Harman Leon Harter and published by American Mathematical Soc.. This book was released on 1973 with total page 416 pages. Available in PDF, EPUB and Kindle. Book excerpt: Tables of the cumulative non-central chi-square distribution. Tables of the exact sampling distribution of the two-sample. Critical value and probability levels for the wilcoxon rank sum test and wilcoxon. The null distribution of the first three product-moment statistics for exponential, half-gamma, and normal scores. Tables to facilitate the use of orthogonal polynomials for two types of error structures.
Author : Anirban DasGupta
Publisher : Springer Science & Business Media
ISBN 13 : 1441957804
Total Pages : 457 pages
Book Rating : 4.4/5 (419 download)
Download or read book Fundamentals of Probability: A First Course written by Anirban DasGupta and published by Springer Science & Business Media. This book was released on 2010-04-02 with total page 457 pages. Available in PDF, EPUB and Kindle. Book excerpt: Probability theory is one branch of mathematics that is simultaneously deep and immediately applicable in diverse areas of human endeavor. It is as fundamental as calculus. Calculus explains the external world, and probability theory helps predict a lot of it. In addition, problems in probability theory have an innate appeal, and the answers are often structured and strikingly beautiful. A solid background in probability theory and probability models will become increasingly more useful in the twenty-?rst century, as dif?cult new problems emerge, that will require more sophisticated models and analysis. Thisisa text onthe fundamentalsof thetheoryofprobabilityat anundergraduate or ?rst-year graduate level for students in science, engineering,and economics. The only mathematical background required is knowledge of univariate and multiva- ate calculus and basic linear algebra. The book covers all of the standard topics in basic probability, such as combinatorial probability, discrete and continuous distributions, moment generating functions, fundamental probability inequalities, the central limit theorem, and joint and conditional distributions of discrete and continuous random variables. But it also has some unique features and a forwa- looking feel.
Author : William DeCoursey
Publisher : Newnes
ISBN 13 : 0750676183
Total Pages : 418 pages
Book Rating : 4.7/5 (56 download)
Download or read book Statistics and Probability for Engineering Applications written by William DeCoursey and published by Newnes. This book was released on 2003-04-14 with total page 418 pages. Available in PDF, EPUB and Kindle. Book excerpt: Makes statistical methods easier and accessible to engineers. This book points the reader to the topics and sections pertinent to a particular type of statistical problem. It includes a CD-ROM that contains the Excel data sets for the examples and case studies given in the book, along with other statistical tools and software.
Author : Kathleen Subrahmaniam
Publisher : CRC Press
ISBN 13 : 9780849306617
Total Pages : 338 pages
Book Rating : 4.3/5 (66 download)
Download or read book A Primer in Probability, Second Edition written by Kathleen Subrahmaniam and published by CRC Press. This book was released on 1990-07-27 with total page 338 pages. Available in PDF, EPUB and Kindle. Book excerpt: Somewhat revised/expanded new edition of a problem-oriented introductory undergraduate text, the first edition of which appeared about a decade ago. The author writes with courteous clarity, and imposes only modest demands upon the mathematical skills of her readers. Problems at the end of each of t
