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Probability And Statistics

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Probability and Statistics with Integrated Software Routines

Probability and Statistics with Integrated Software Routines Book
Author : Ronald Deep
Publisher : Academic Press
Release : 2006
ISBN : 0123694639
Language : En, Es, Fr & De

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Book Description :

Probability & Statistics with Integrated Software Routines is a calculus-based treatment of probability concurrent with and integrated with statistics through interactive, tailored software applications designed to enhance the phenomena of probability and statistics. The software programs make the book unique. The book comes with a CD containing the interactive software leading to the Statistical Genie. The student can issue commands repeatedly while making parameter changes to observe the effects. Computer programming is an excellent skill for problem solvers, involving design, prototyping, data gathering, testing, redesign, validating, etc, all wrapped up in the scientific method. See also: CD to accompany Probability and Stats with Integrated Software Routines (0123694698) * Incorporates more than 1,000 engaging problems with answers * Includes more than 300 solved examples * Uses varied problem solving methods

Probability for Statistics and Machine Learning

Probability for Statistics and Machine Learning Book
Author : Anirban DasGupta
Publisher : Springer Science & Business Media
Release : 2011-05-17
ISBN : 9781441996343
Language : En, Es, Fr & De

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Book Description :

This book provides a versatile and lucid treatment of classic as well as modern probability theory, while integrating them with core topics in statistical theory and also some key tools in machine learning. It is written in an extremely accessible style, with elaborate motivating discussions and numerous worked out examples and exercises. The book has 20 chapters on a wide range of topics, 423 worked out examples, and 808 exercises. It is unique in its unification of probability and statistics, its coverage and its superb exercise sets, detailed bibliography, and in its substantive treatment of many topics of current importance. This book can be used as a text for a year long graduate course in statistics, computer science, or mathematics, for self-study, and as an invaluable research reference on probabiliity and its applications. Particularly worth mentioning are the treatments of distribution theory, asymptotics, simulation and Markov Chain Monte Carlo, Markov chains and martingales, Gaussian processes, VC theory, probability metrics, large deviations, bootstrap, the EM algorithm, confidence intervals, maximum likelihood and Bayes estimates, exponential families, kernels, and Hilbert spaces, and a self contained complete review of univariate probability.

Probability and Statistics by Example Volume 1 Basic Probability and Statistics

Probability and Statistics by Example  Volume 1  Basic Probability and Statistics Book
Author : Yuri Suhov,Michael Kelbert,Mark Kelbert
Publisher : Cambridge University Press
Release : 2005-10-13
ISBN : 9780521847667
Language : En, Es, Fr & De

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Book Description :

This subject is critical in many modern applications such as mathematical finance, quantitative management, telecommunications, signal processing, bioinformatics, as well as traditional ones such as insurance, social science and engineering. The authors have rectified deficiencies in traditional lecture-based methods by collecting together a wealth of exercises for which they have supplied complete solutions. These solutions are adapted to needs and skills of students. Experience shows that users of this book will find the subject more interesting and they will be better equipped to solve problems in practice and under examination conditions.

An Introduction to Probability and Statistics

An Introduction to Probability and Statistics Book
Author : Vijay K. Rohatgi,A. K. Md. Ehsanes Saleh
Publisher : John Wiley & Sons
Release : 2011-09-15
ISBN : 1118165683
Language : En, Es, Fr & De

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Book Description :

The second edition of a well-received book that was published 24 years ago and continues to sell to this day, An Introduction to Probability and Statistics is now revised to incorporate new information as well as substantial updates of existing material.

Applied Probability and Statistics

Applied Probability and Statistics Book
Author : Mario Lefebvre
Publisher : Springer Science & Business Media
Release : 2007-04-03
ISBN : 0387285059
Language : En, Es, Fr & De

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Book Description :

This book moves systematically through the topic of applied probability from an introductory chapter to such topics as random variables and vectors, stochastic processes, estimation, testing and regression. The topics are well chosen and the presentation is enriched by many examples from real life. Each chapter concludes with many original, solved and unsolved problems and hundreds of multiple choice questions, enabling those unfamiliar with the topics to master them. Additionally appealing are historical notes on the mathematicians mentioned throughout, and a useful bibliography. A distinguishing character of the book is its thorough and succinct handling of the varied topics.

Probability and Statistics

Probability and Statistics Book
Author : Arak M. Mathai,Hans J. Haubold
Publisher : Walter de Gruyter GmbH & Co KG
Release : 2017-12-18
ISBN : 3110562545
Language : En, Es, Fr & De

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Book Description :

This book offers an introduction to concepts of probability theory, probability distributions relevant in the applied sciences, as well as basics of sampling distributions, estimation and hypothesis testing. As a companion for classes for engineers and scientists, the book also covers applied topics such as model building and experiment design. Contents Random phenomena Probability Random variables Expected values Commonly used discrete distributions Commonly used density functions Joint distributions Some multivariate distributions Collection of random variables Sampling distributions Estimation Interval estimation Tests of statistical hypotheses Model building and regression Design of experiments and analysis of variance Questions and answers

Probability and Statistics with Applications

Probability and Statistics with Applications Book
Author : Leonard A. Asimow,Mark M. Maxwell
Publisher : ACTEX Publications
Release : 2010-01-01
ISBN : 1566987210
Language : En, Es, Fr & De

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Book Description :

This text is listed on the Course of Reading for SOA Exam P, and for the CAS Exam ST. Probability and Statistics with Applications: A Problem Solving Text is an introductory textbook designed to make the subject accessible to college freshmen and sophomores concurrent with their study of calculus. The book provides the content to serve as the primary text for a standard two-semester advanced undergraduate course in mathematical probability and statistics. It is organized specifically to meet the needs of students who are preparing for the Society of Actuaries and Casualty Actuarial Society qualifying examination P/1 and the statistics component of CAS Exam 3L. Sample actuarial exam problems are integrated throughout the text along with an abundance of illustrative examples and 799 exercises. The chapters on mathematical statistics cover all of the learning objectives for the statistics portion of the Casualty Actuarial Society Exam ST syllabus. Here again, liberal use is made of past exam problems from CAS Exams 3 and 3L. A separate solutions manual for the text exercises is also available.

Everyday Probability and Statistics

Everyday Probability and Statistics Book
Author : Michael Mark Woolfson
Publisher : World Scientific
Release : 2012
ISBN : 184816761X
Language : En, Es, Fr & De

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Book Description :

"Probability and statistics impinge on the life of the average person in a variety of ways--as is suggested by the title of this book. Very often, information is provided that is factually accurate but intended to present a biased view. This book presents the important results of probability and statistics without making heavy mathematical demands on the reader. It should enable an intelligent reader to properly assess statistical information and to understand that the same information can be presented in different ways. In this second edition, the author presents a new chapter exploring science and society including the way that scientists communicate with the public on current topics such as global warming. The book also investigates pensions and pension policy, and how they are influenced by changing actuarial tables"--P. [4] of cover.