The Birnbaum Saunders Distribution


The Birnbaum Saunders Distribution
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The Birnbaum Saunders Distribution


The Birnbaum Saunders Distribution
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Author : Victor Leiva
language : en
Publisher: Academic Press
Release Date : 2015-10-26

The Birnbaum Saunders Distribution written by Victor Leiva and has been published by Academic Press this book supported file pdf, txt, epub, kindle and other format this book has been release on 2015-10-26 with Mathematics categories.


The Birnbaum-Saunders Distribution presents the statistical theory, methodology, and applications of the Birnbaum-Saunders distribution, a very flexible distribution for modeling different types of data (mainly lifetime data). The book describes the most recent theoretical developments of this model, including properties, transformations and related distributions, lifetime analysis, and shape analysis. It discusses methods of inference based on uncensored and censored data, goodness-of-fit tests, and random number generation algorithms for the Birnbaum-Saunders distribution, also presenting existing and future applications. Introduces inference in the Birnbaum-Saunders distribution Provides a comprehensive review of the statistical theory and methodology of the Birnbaum-Distribution Discusses different applications of the Birnbaum-Saunders distribution Explains characterization and the lifetime analysis



The Birnbaum Saunders Distribution


The Birnbaum Saunders Distribution
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Author : Victor Leiva
language : en
Publisher: Academic Press
Release Date : 2015-10-22

The Birnbaum Saunders Distribution written by Victor Leiva and has been published by Academic Press this book supported file pdf, txt, epub, kindle and other format this book has been release on 2015-10-22 with Mathematics categories.


The Birnbaum-Saunders Distribution presents the statistical theory, methodology, and applications of the Birnbaum-Saunders distribution, a very flexible distribution for modeling different types of data (mainly lifetime data). The book describes the most recent theoretical developments of this model, including properties, transformations and related distributions, lifetime analysis, and shape analysis. It discusses methods of inference based on uncensored and censored data, goodness-of-fit tests, and random number generation algorithms for the Birnbaum-Saunders distribution, also presenting existing and future applications.



Robust Estimation Of The Birnbaum Saunders Distribution


Robust Estimation Of The Birnbaum Saunders Distribution
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Author : Joanna E. Mills
language : en
Publisher:
Release Date : 1997

Robust Estimation Of The Birnbaum Saunders Distribution written by Joanna E. Mills and has been published by this book supported file pdf, txt, epub, kindle and other format this book has been release on 1997 with categories.




Robust Estimation Of The Birnbaum Saunders Distribution


Robust Estimation Of The Birnbaum Saunders Distribution
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Author : Joanna E. Mills
language : en
Publisher:
Release Date : 1997

Robust Estimation Of The Birnbaum Saunders Distribution written by Joanna E. Mills and has been published by this book supported file pdf, txt, epub, kindle and other format this book has been release on 1997 with categories.




Shortest Prediction Intervals For The Birnbaum Saunders Distribution


Shortest Prediction Intervals For The Birnbaum Saunders Distribution
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Author : Zhenlin Yang
language : en
Publisher:
Release Date : 1994

Shortest Prediction Intervals For The Birnbaum Saunders Distribution written by Zhenlin Yang and has been published by this book supported file pdf, txt, epub, kindle and other format this book has been release on 1994 with categories.




Testing And Inspection Using Acceptance Sampling Plans


Testing And Inspection Using Acceptance Sampling Plans
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Author : Muhammad Aslam
language : en
Publisher: Springer
Release Date : 2019-07-19

Testing And Inspection Using Acceptance Sampling Plans written by Muhammad Aslam and has been published by Springer this book supported file pdf, txt, epub, kindle and other format this book has been release on 2019-07-19 with Mathematics categories.


This book introduces a number of new sampling plans, such as time truncated life tests, skip sampling plans, resubmitted plans, mixed sampling plans, sampling plans based on the process capability index and plans for big data, which can be used for testing and inspecting products, from the raw-materials stage to the final product, in every industry using statistical process control techniques. It also presents the statistical theory, methodology and applications of acceptance sampling from truncated life tests. Further, it discusses the latest reliability, quality and risk analysis methods based on acceptance sampling from truncated life, which engineering and statisticians require in order to make decisions, and which are also useful for researchers in the areas of quality control, lifetime analysis, censored data analysis, goodness-of-fit and statistical software applications. In its nine chapters, the book addresses a wide range of testing/inspection sampling schemes for discrete and continuous data collected in various production processes. It includes a chapter on sampling plans for big data and offers several illustrative examples of the procedures presented. Requiring a basic knowledge of probability distributions, inference and estimation, and lifetime and quality analysis, it is a valuable resource for graduate and senior undergraduate engineering students, and practicing engineers, more specifically it is useful for quality engineers, reliability engineers, consultants, black belts, master black belts, students and researchers interested in applying reliability and risk and quality methods.



Continuous Distributions In Engineering And The Applied Sciences Part Ii


Continuous Distributions In Engineering And The Applied Sciences Part Ii
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Author : Rajan Chattamvelli
language : en
Publisher: Springer Nature
Release Date : 2022-06-01

Continuous Distributions In Engineering And The Applied Sciences Part Ii written by Rajan Chattamvelli and has been published by Springer Nature this book supported file pdf, txt, epub, kindle and other format this book has been release on 2022-06-01 with Mathematics categories.


​This is the second part of our book on continuous statistical distributions. It covers inverse-Gaussian, Birnbaum-Saunders, Pareto, Laplace, central 2, , , Weibull, Rayleigh, Maxwell, and extreme value distributions. Important properties of these distribution are documented, and most common practical applications are discussed. This book can be used as a reference material for graduate courses in engineering statistics, mathematical statistics, and econometrics. Professionals and practitioners working in various fields will also find some of the chapters to be useful. Although an extensive literature exists on each of these distributions, we were forced to limit the size of each chapter and the number of references given at the end due to the publishing plan of this book that limits its size. Nevertheless, we gratefully acknowledge the contribution of all those authors whose names have been left out. Some knowledge in introductory algebra and college calculus is assumed throughout the book. Integration is extensively used in several chapters, and many results discussed in Part I (Chapters 1 to 9) of our book are used in this volume. Chapter 10 is on Inverse Gaussian distribution and its extensions. The Birnbaum-Saunders distribution and its extensions along with applications in actuarial sciences is discussed in Chapter 11. Chapter 12 discusses Pareto distribution and its extensions. The Laplace distribution and its applications in navigational errors is discussed in the next chapter. This is followed by central chi-squared distribution and its applications in statistical inference, bioinformatics and genomics. Chapter 15 discusses Student's distribution, its extensions and applications in statistical inference. The distribution and its applications in statistical inference appears next. Chapter 17 is on Weibull distribution and its applications in geology and reliability engineering. Next two chapters are on Rayleigh and Maxwell distributions and its applications in communications, wind energy modeling, kinetic gas theory, nuclear and thermal engineering, and physical chemistry. The last chapter is on Gumbel distribution, its applications in the law of rare exceedances. Suggestions for improvement are welcome. Please send them to rajan.chattamvelli@vit.ac.in.



First Hitting Time Regression Models


First Hitting Time Regression Models
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Author : Chrysseis Caroni
language : en
Publisher: John Wiley & Sons
Release Date : 2017-07-17

First Hitting Time Regression Models written by Chrysseis Caroni and has been published by John Wiley & Sons this book supported file pdf, txt, epub, kindle and other format this book has been release on 2017-07-17 with Mathematics categories.


This book aims to promote regression methods for analyzing lifetime (or time-to-event) data that are based on a representation of the underlying process, and are therefore likely to offer greater scientific insight compared to purely empirical methods. In contrast to the rich statistical literature, the regression methods actually employed in lifetime data analysis are limited, particularly in the biomedical field where D. R. Cox’s famous semi-parametric proportional hazards model predominates. Practitioners should become familiar with more flexible models. The first hitting time regression models (or threshold regression) presented here represent observed events as the outcome of an underlying stochastic process. One example is death occurring when the patient’s health status falls to zero, but the idea has wide applicability – in biology, engineering, banking and finance, and elsewhere. The central topic is the model based on an underlying Wiener process, leading to lifetimes following the inverse Gaussian distribution. Introducing time-varying covariates and many other extensions are considered. Various applications are presented in detail.



Financial Statistics And Data Analytics


Financial Statistics And Data Analytics
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Author : Shuangzhe Li
language : en
Publisher: MDPI
Release Date : 2021-03-02

Financial Statistics And Data Analytics written by Shuangzhe Li and has been published by MDPI this book supported file pdf, txt, epub, kindle and other format this book has been release on 2021-03-02 with Business & Economics categories.


Modern financial management is largely about risk management, which is increasingly data-driven. The problem is how to extract information from the data overload. It is here that advanced statistical and machine learning techniques can help. Accordingly, finance, statistics, and data analytics go hand in hand. The purpose of this book is to bring the state-of-art research in these three areas to the fore and especially research that juxtaposes these three.



Progressive Censoring


Progressive Censoring
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Author : N. Balakrishnan
language : en
Publisher: Springer Science & Business Media
Release Date : 2012-12-06

Progressive Censoring written by N. Balakrishnan 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 2012-12-06 with Mathematics categories.


This new book offers a guide to the theory and methods of progressive censoring. In many industrial experiments involving lifetimes of machines or units, experiments have to be terminated early. Progressive Censoring first introduces progressive sampling foundations, and then discusses various properties of progressive samples. The book points out the greater efficiency gained by using this scheme instead of classical right-censoring methods.