Recent Advances In Lifetime And Reliability Models

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Introduction: Mathematicians and statisticians have made significant academic progress on the subject of distribution theory in the last two decades, and this area of study is becoming one of the main statistical tools for the analysis of lifetime (survival) data. In many ways, lifetime distributions are the common language of survival dialogue because the framework subsumes many statistical properties of interest, such as reliability, entropy and maximum likelihood. Recent Advances in Lifetime and Reliability Models provides a comprehensive account of models and methods for lifetime models. Building from primary definitions such as density and hazard rate functions, this book presents readers a broad framework on distribution theory in survival analysis. This framework covers classical methods - such as the exponentiated distribution method – as well as recent models explaining lifetime distributions, such as the beta family and compounding models. Additionally, a detailed discussion of mathematical and statistical properties of each family, such as mixture representations, asymptotes, types of moments, order statistics, quantile functions, generating functions and estimation is presented in the book. Key Features: - presents information about classical and modern lifetime methods - covers key properties of different models in detail - explores regression models for the beta generalized family of distributions - focuses information on both theoretical fundamentals and practical aspects of implementing different models - features examples relevant to business engineering and biomedical sciences Recent Advances in Lifetime and Reliability Models will equip students, researchers and working professionals with the information to make extensive use of observational data in a variety of fields to create inferential models that make sense of lifetime data.

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Genre : Mathematics
Author : Gauss M. Cordeiro
Publisher : Bentham Science Publishers
Release : 2020-04-20
File : 251 Pages
ISBN-13 : 9781681083469


Recent Advances In Reliability And Quality In Design

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This book presents the latest theories and methods of reliability and quality, with emphasis on reliability and quality in design and modelling. Each chapter is written by active researchers and professionals with international reputations, providing material which bridges the gap between theory and practice to trigger new practices and research challenges. The book therefore provides a state-of-the-art survey of reliability and quality in design and practices.

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Genre : Technology & Engineering
Author : Hoang Pham
Publisher : Springer Science & Business Media
Release : 2008-05-20
File : 524 Pages
ISBN-13 : 9781848001138


Recent Advances In Microelectronics Reliability

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Author : Willem Dirk van Driel
Publisher : Springer Nature
Release :
File : 405 Pages
ISBN-13 : 9783031593611


Recent Advances In Reliability And Maintenance Modeling

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Recent Advances in Reliability and Maintenance Modeling contains the papers presented at the 11th Asia-Pacific International Symposium on Advanced Reliability and Maintenance Modeling (APARM 2024, Nagoya, Japan, 26-30 August 2024). The contributions discuss and explore solutions to the various reliability challenges facing society. Reliability and maintenance is the technology required in various fields such as (but not limited to): - Power systems - Communication networks - Transportation - Cloud computing - Electronic systems - Buildings and infrastructure - Medical and healthcare - Aviation and railway systems. Recent Advances in Reliability and Maintenance Modeling is of interest to academics and professionals interested or involved in the above mentioned areas.

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Genre : Technology & Engineering
Author : Hiroyuki Okamura
Publisher : CRC Press
Release : 2024-11-15
File : 310 Pages
ISBN-13 : 9781040327814


Lifetime Data Statistical Models And Methods Second Edition

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This book is meant for postgraduate modules that cover lifetime data in reliability and survival analysis as taught in statistics, engineering statistics and medical statistics courses. It is helpful for researchers who wish to choose appropriate models and methods for analyzing lifetime data. There is an extensive discussion on the concept and role of ageing in choosing appropriate models for lifetime data, with a special emphasis on tests of exponentiality. There are interesting contributions related to the topics of ageing, tests for exponentiality, competing risks and repairable systems. A special feature of this book is that it introduces the public domain R-software and explains how it can be used in computations of methods discussed in the book.This new edition includes new sections on Frailty Models and Accelerated Life Time Models. Many more illustrations and exercises are also included.

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Genre : Mathematics
Author : Jayant V Deshpande
Publisher : World Scientific Publishing Company
Release : 2015-12-15
File : 302 Pages
ISBN-13 : 9789814730686


Statistical Modeling And Simulation For Experimental Design And Machine Learning Applications

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This volume presents a selection of articles on statistical modeling and simulation, with a focus on different aspects of statistical estimation and testing problems, the design of experiments, reliability and queueing theory, inventory analysis, and the interplay between statistical inference, machine learning methods and related applications. The refereed contributions originate from the 10th International Workshop on Simulation and Statistics, SimStat 2019, which was held in Salzburg, Austria, September 2–6, 2019, and were either presented at the conference or developed afterwards, relating closely to the topics of the workshop. The book is intended for statisticians and Ph.D. students who seek current developments and applications in the field.

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Genre : Mathematics
Author : Jürgen Pilz
Publisher : Springer Nature
Release : 2023-11-20
File : 265 Pages
ISBN-13 : 9783031400551


Recent Advances In Multi State Systems Reliability

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This book addresses a modern topic in reliability: multi-state and continuous-state system reliability, which has been intensively developed in recent years. It offers an up-to-date overview of the latest developments in reliability theory for multi-state systems, engineering applications to a variety of technical problems, and case studies that will be of interest to reliability engineers and industrial managers. It also covers corresponding theoretical issues, as well as case studies illustrating the applications of the corresponding theoretical advances. The book is divided into two parts: Modern Mathematical Methods for Multi-state System Reliability Analysis (Part 1), and Applications and Case Studies (Part 2), which examines real-world multi-state systems. It will greatly benefit scientists and researchers working in reliability, as well as practitioners and managers with an interest in reliability and performability analysis. It can also be used as a textbook or as a supporting text for postgraduate courses in Industrial Engineering, Electrical Engineering, Mechanical Engineering, Applied Mathematics, and Operations Research.

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Genre : Technology & Engineering
Author : Anatoly Lisnianski
Publisher : Springer
Release : 2017-08-12
File : 378 Pages
ISBN-13 : 9783319634234


Lifetime Data Models In Reliability And Survival Analysis

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Statistical models and methods for lifetime and other time-to-event data are widely used in many fields, including medicine, the environmental sciences, actuarial science, engineering, economics, management, and the social sciences. For example, closely related statistical methods have been applied to the study of the incubation period of diseases such as AIDS, the remission time of cancers, life tables, the time-to-failure of engineering systems, employment duration, and the length of marriages. This volume contains a selection of papers based on the 1994 International Research Conference on Lifetime Data Models in Reliability and Survival Analysis, held at Harvard University. The conference brought together a varied group of researchers and practitioners to advance and promote statistical science in the many fields that deal with lifetime and other time-to-event-data. The volume illustrates the depth and diversity of the field. A few of the authors have published their conference presentations in the new journal Lifetime Data Analysis (Kluwer Academic Publishers).

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Genre : Mathematics
Author : Nicholas P. Jewell
Publisher : Springer Science & Business Media
Release : 2013-04-17
File : 392 Pages
ISBN-13 : 9781475756548


Recent Advances In Life Testing And Reliability

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This unique volume presents chapters written on the areas of life-testing and reliability by many well-known researchers who have contributed significantly to these two areas over the years. Chapters cover a wide range of topics such as inference under censoring and truncation, reliability growth models, designs to improve quality, prediction techniques, Bayesian analysis of reliability, multivariate methods, accelerated testing, and more. The book is written in an easy-to-follow style, first presenting the necessary theoretical details and then illustrating the methods with a numerical examples wherever possible. Many tables and graphs that are essential for the use of some of the new methodologies are presented throughout the volume. Numerous examples provide the reader with a clear understanding of the methods presented as well as with insight into the applications of these results.

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Genre : Mathematics
Author : N. Balakrishnan
Publisher : CRC Press
Release : 2023-07-21
File : 660 Pages
ISBN-13 : 9781000941654


Accelerated Life Models

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The authors of this monograph have developed a large and important class of survival analysis models that generalize most of the existing models. In a unified, systematic presentation, this monograph fully details those models and explores areas of accelerated life testing usually only touched upon in the literature. Accelerated Life Models:

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Genre : Business & Economics
Author : Vilijandas Bagdonavicius
Publisher : CRC Press
Release : 2001-11-28
File : 361 Pages
ISBN-13 : 9781420035872