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Author: Arjun K. Gupta Publisher: CRC Press ISBN: 9780824753962 Category : Mathematics Languages : en Pages : 594
Book Description
A milestone in the published literature on the subject, this first-ever Handbook of Beta Distribution and Its Applications clearly enumerates the properties of beta distributions and related mathematical notions. It summarizes modern applications in a variety of fields, reviews up-and-coming progress from the front lines of statistical research and practice, and demonstrates the applicability of beta distributions in fields such as economics, quality control, soil science, and biomedicine. The book discusses the centrality of beta distributions in Bayesian inference, the beta-binomial model and applications of the beta-binomial distribution, and applications of Dirichlet integrals.
Author: Arjun K. Gupta Publisher: CRC Press ISBN: 1482276593 Category : Mathematics Languages : en Pages : 588
Book Description
A milestone in the published literature on the subject, this first-ever Handbook of Beta Distribution and Its Applications clearly enumerates the properties of beta distributions and related mathematical notions. It summarizes modern applications in a variety of fields, reviews up-and-coming progress from the front lines of statistical research and
Author: Arjun K. Gupta Publisher: CRC Press ISBN: 9780824753962 Category : Mathematics Languages : en Pages : 594
Book Description
A milestone in the published literature on the subject, this first-ever Handbook of Beta Distribution and Its Applications clearly enumerates the properties of beta distributions and related mathematical notions. It summarizes modern applications in a variety of fields, reviews up-and-coming progress from the front lines of statistical research and practice, and demonstrates the applicability of beta distributions in fields such as economics, quality control, soil science, and biomedicine. The book discusses the centrality of beta distributions in Bayesian inference, the beta-binomial model and applications of the beta-binomial distribution, and applications of Dirichlet integrals.
Author: K. Krishnamoorthy Publisher: CRC Press ISBN: 1498741509 Category : Mathematics Languages : en Pages : 423
Book Description
Easy-to-Use Reference and Software for Statistical Modeling and TestingHandbook of Statistical Distributions with Applications, Second Edition provides quick access to common and specialized probability distributions for modeling practical problems and performing statistical calculations. Along with many new examples and results, this edition inclu
Author: Lennart Rade Publisher: Springer ISBN: Category : Mathematics Languages : en Pages : 504
Book Description
BETA Mathematics Handbook is a comprehensive, accessible reference compilation of all basic facts and information for pure and applied mathematics, probability and statistics, and numerical analysis and basic applications. It offers a unique blend of classical areas of mathematics such as algebra, geometry, and analysis with new, modern topics. As a result, the book is up to date with all the latest math information used frequently in science and engineering. Modern topics covered include:· Discrete math, including graph theory· Analytic geometry in space· Transforms, including FFT and dynamical systems (filters)· Optimization, including dynamic optimization· Modern probability, including stochastic processes, simulation, and queuing systems· Lebesgue integralsEach topic is given its own section for a more logical presentation and easier reference. For example, one variable and multivariable calculus appear in separate chapters. Separate chapters are devoted to vector analysis, probability, and statistics as well.The book also makes extensive use of summary charts, grids, and tables to succinctly convey information. These include:· Methods of proof· Survey of algebraic structures· Summary of integral calculus functions· Summary of methods of deriving Taylor series· Summary table of power series expansions· Differential geometry by concepts summary· Summary chart of special Fourier series· Special conformal mappings gridThe wealth of special features and unique format make BETA Mathematics Handbook, Second Edition an essential reference for all students and professionals working in mathematics, science, engineering, and technology disciplines.
Author: Zaven A. Karian Publisher: CRC Press ISBN: 1584887125 Category : Mathematics Languages : en Pages : 1722
Book Description
With the development of new fitting methods, their increased use in applications, and improved computer languages, the fitting of statistical distributions to data has come a long way since the introduction of the generalized lambda distribution (GLD) in 1969. Handbook of Fitting Statistical Distributions with R presents the latest and best methods
Author: Ken Yale Publisher: Elsevier ISBN: 0124166458 Category : Mathematics Languages : en Pages : 824
Book Description
Handbook of Statistical Analysis and Data Mining Applications, Second Edition, is a comprehensive professional reference book that guides business analysts, scientists, engineers and researchers, both academic and industrial, through all stages of data analysis, model building and implementation. The handbook helps users discern technical and business problems, understand the strengths and weaknesses of modern data mining algorithms and employ the right statistical methods for practical application. This book is an ideal reference for users who want to address massive and complex datasets with novel statistical approaches and be able to objectively evaluate analyses and solutions. It has clear, intuitive explanations of the principles and tools for solving problems using modern analytic techniques and discusses their application to real problems in ways accessible and beneficial to practitioners across several areas—from science and engineering, to medicine, academia and commerce. Includes input by practitioners for practitioners Includes tutorials in numerous fields of study that provide step-by-step instruction on how to use supplied tools to build models Contains practical advice from successful real-world implementations Brings together, in a single resource, all the information a beginner needs to understand the tools and issues in data mining to build successful data mining solutions Features clear, intuitive explanations of novel analytical tools and techniques, and their practical applications
Author: Andrew N O'Connor Publisher: RIAC ISBN: 1933904062 Category : Mathematics Languages : en Pages : 220
Book Description
The book provides details on 22 probability distributions. Each distribution section provides a graphical visualization and formulas for distribution parameters, along with distribution formulas. Common statistics such as moments and percentile formulas are followed by likelihood functions and in many cases the derivation of maximum likelihood estimates. Bayesian non-informative and conjugate priors are provided followed by a discussion on the distribution characteristics and applications in reliability engineering.
Author: DodsoN/NolaN Publisher: CRC Press ISBN: 9780824703646 Category : Technology & Engineering Languages : en Pages : 612
Book Description
Providing a comprehensive approach to both the art and science of reliability engineering, this volume covers all aspects of the field, from basic concepts to accelerated testing, including SPC, designed experiments, human factors, and reliability management. It also presents the theory of reliability systems and its application as prescribed by industrial and government standards.
Author: Arjun K. Gupta
Author: Arjun K. Gupta
Author: Arjun K. Gupta
Author: K. Krishnamoorthy
Author: Jean Frances Biggs
Author: Lennart Rade
Author: Zaven A. Karian
Author: F. Zöhrer
Author: Ken Yale
Author: Andrew N O'Connor
Author: DodsoN/NolaN