Prior Processes And Their Applications

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Prior Processes and Their Applications

Author : Eswar G. Phadia
Publisher : Springer Science & Business Media
ISBN 13 : 3642392806
Total Pages : 219 pages
Book Rating : 4.6/5 (423 download)

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Book Synopsis Prior Processes and Their Applications by : Eswar G. Phadia

Download or read book Prior Processes and Their Applications written by Eswar G. Phadia and published by Springer Science & Business Media. This book was released on 2013-07-25 with total page 219 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book presents a systematic and comprehensive treatment of various prior processes that have been developed over the last four decades in order to deal with the Bayesian approach to solving some nonparametric inference problems. Applications of these priors in various estimation problems are presented. Starting with the famous Dirichlet process and its variants, the first part describes processes neutral to the right, gamma and extended gamma, beta and beta-Stacy, tail free and Polya tree, one and two parameter Poisson-Dirichlet, the Chinese Restaurant and Indian Buffet processes, etc., and discusses their interconnection. In addition, several new processes that have appeared in the literature in recent years and which are off-shoots of the Dirichlet process are described briefly. The second part contains the Bayesian solutions to certain estimation problems pertaining to the distribution function and its functional based on complete data. Because of the conjugacy property of some of these processes, the resulting solutions are mostly in closed form. The third part treats similar problems but based on right censored data. Other applications are also included. A comprehensive list of references is provided in order to help readers explore further on their own.

Prior Processes and Their Applications

Author : Eswar G. Phadia
Publisher : Springer
ISBN 13 : 3319327895
Total Pages : 327 pages
Book Rating : 4.3/5 (193 download)

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Book Synopsis Prior Processes and Their Applications by : Eswar G. Phadia

Download or read book Prior Processes and Their Applications written by Eswar G. Phadia and published by Springer. This book was released on 2016-07-27 with total page 327 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book presents a systematic and comprehensive treatment of various prior processes that have been developed over the past four decades for dealing with Bayesian approach to solving selected nonparametric inference problems. This revised edition has been substantially expanded to reflect the current interest in this area. After an overview of different prior processes, it examines the now pre-eminent Dirichlet process and its variants including hierarchical processes, then addresses new processes such as dependent Dirichlet, local Dirichlet, time-varying and spatial processes, all of which exploit the countable mixture representation of the Dirichlet process. It subsequently discusses various neutral to right type processes, including gamma and extended gamma, beta and beta-Stacy processes, and then describes the Chinese Restaurant, Indian Buffet and infinite gamma-Poisson processes, which prove to be very useful in areas such as machine learning, information retrieval and featural modeling. Tailfree and Polya tree and their extensions form a separate chapter, while the last two chapters present the Bayesian solutions to certain estimation problems pertaining to the distribution function and its functional based on complete data as well as right censored data. Because of the conjugacy property of some of these processes, most solutions are presented in closed form. However, the current interest in modeling and treating large-scale and complex data also poses a problem – the posterior distribution, which is essential to Bayesian analysis, is invariably not in a closed form, making it necessary to resort to simulation. Accordingly, the book also introduces several computational procedures, such as the Gibbs sampler, Blocked Gibbs sampler and slice sampling, highlighting essential steps of algorithms while discussing specific models. In addition, it features crucial steps of proofs and derivations, explains the relationships between different processes and provides further clarifications to promote a deeper understanding. Lastly, it includes a comprehensive list of references, equipping readers to explore further on their own.

Finite Markov Processes and Their Applications

Author : Marius Iosifescu
Publisher : Courier Corporation
ISBN 13 : 0486150585
Total Pages : 305 pages
Book Rating : 4.4/5 (861 download)

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Book Synopsis Finite Markov Processes and Their Applications by : Marius Iosifescu

Download or read book Finite Markov Processes and Their Applications written by Marius Iosifescu and published by Courier Corporation. This book was released on 2014-07-01 with total page 305 pages. Available in PDF, EPUB and Kindle. Book excerpt: A self-contained treatment of finite Markov chains and processes, this text covers both theory and applications. Author Marius Iosifescu, vice president of the Romanian Academy and director of its Center for Mathematical Statistics, begins with a review of relevant aspects of probability theory and linear algebra. Experienced readers may start with the second chapter, a treatment of fundamental concepts of homogeneous finite Markov chain theory that offers examples of applicable models. The text advances to studies of two basic types of homogeneous finite Markov chains: absorbing and ergodic chains. A complete study of the general properties of homogeneous chains follows. Succeeding chapters examine the fundamental role of homogeneous infinite Markov chains in mathematical modeling employed in the fields of psychology and genetics; the basics of nonhomogeneous finite Markov chain theory; and a study of Markovian dependence in continuous time, which constitutes an elementary introduction to the study of continuous parameter stochastic processes.

An Introduction to Stochastic Processes and Their Applications

Author : Petar Todorovic
Publisher : Springer Science & Business Media
ISBN 13 : 1461397421
Total Pages : 302 pages
Book Rating : 4.4/5 (613 download)

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Book Synopsis An Introduction to Stochastic Processes and Their Applications by : Petar Todorovic

Download or read book An Introduction to Stochastic Processes and Their Applications written by Petar Todorovic and published by Springer Science & Business Media. This book was released on 2012-12-06 with total page 302 pages. Available in PDF, EPUB and Kindle. Book excerpt: This text on stochastic processes and their applications is based on a set of lectures given during the past several years at the University of California, Santa Barbara (UCSB). It is an introductory graduate course designed for classroom purposes. Its objective is to provide graduate students of statistics with an overview of some basic methods and techniques in the theory of stochastic processes. The only prerequisites are some rudiments of measure and integration theory and an intermediate course in probability theory. There are more than 50 examples and applications and 243 problems and complements which appear at the end of each chapter. The book consists of 10 chapters. Basic concepts and definitions are pro vided in Chapter 1. This chapter also contains a number of motivating ex amples and applications illustrating the practical use of the concepts. The last five sections are devoted to topics such as separability, continuity, and measurability of random processes, which are discussed in some detail. The concept of a simple point process on R+ is introduced in Chapter 2. Using the coupling inequality and Le Cam's lemma, it is shown that if its counting function is stochastically continuous and has independent increments, the point process is Poisson. When the counting function is Markovian, the sequence of arrival times is also a Markov process. Some related topics such as independent thinning and marked point processes are also discussed. In the final section, an application of these results to flood modeling is presented.

Bayesian Data Analysis

Author : Andrew Gelman
Publisher : CRC Press
ISBN 13 : 1439898200
Total Pages : 663 pages
Book Rating : 4.4/5 (398 download)

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Book Synopsis Bayesian Data Analysis by : Andrew Gelman

Download or read book Bayesian Data Analysis written by Andrew Gelman and published by CRC Press. This book was released on 2013-11-27 with total page 663 pages. Available in PDF, EPUB and Kindle. Book excerpt: Winner of the 2016 De Groot Prize from the International Society for Bayesian AnalysisNow in its third edition, this classic book is widely considered the leading text on Bayesian methods, lauded for its accessible, practical approach to analyzing data and solving research problems. Bayesian Data Analysis, Third Edition continues to take an applied

Manual on the Character and Fitness Process for Application to the Michigan State Bar

Author : Timothy A. Dinan
Publisher : AuthorHouse
ISBN 13 : 1496934091
Total Pages : 131 pages
Book Rating : 4.4/5 (969 download)

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Book Synopsis Manual on the Character and Fitness Process for Application to the Michigan State Bar by : Timothy A. Dinan

Download or read book Manual on the Character and Fitness Process for Application to the Michigan State Bar written by Timothy A. Dinan and published by AuthorHouse. This book was released on 2014-09-03 with total page 131 pages. Available in PDF, EPUB and Kindle. Book excerpt: This manual is designed to assist the graduating law student to successfully apply to the State Bar of Michigan. It covers the application process, the affidavit of personal history, and the process and procedure should your application require more formal procedures. This manual is also designed to guide applicants and practitioners to prepare and present their cases succinctly and efficiently.

Combined Application of Physico-Chemical & Microbiological Processes for Industrial Effluent Treatment Plant

Author : Maulin Shah
Publisher : Springer Nature
ISBN 13 : 9811504970
Total Pages : 407 pages
Book Rating : 4.8/5 (115 download)

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Book Synopsis Combined Application of Physico-Chemical & Microbiological Processes for Industrial Effluent Treatment Plant by : Maulin Shah

Download or read book Combined Application of Physico-Chemical & Microbiological Processes for Industrial Effluent Treatment Plant written by Maulin Shah and published by Springer Nature. This book was released on 2020-03-30 with total page 407 pages. Available in PDF, EPUB and Kindle. Book excerpt: In recent decades, scientific insight into the chemistry of water has increased enormously, leading to the development of advanced wastewater and water purification technologies. However, the quality of freshwater resources has continually deteriorated worldwide, both in industrialized and developing countries. Although traditional wastewater technologies focus on the removal of suspended solids, nutrients and bacteria, hundreds of organic pollutants occur in wastewater and urban surface waters. These new pollutants are synthetic or naturally occurring chemicals that are not often monitored in the environment but have the potential to enter the environment and cause known or suspected adverse ecological and / or human health effects. Collectively referred to as the "emerging contaminants," they are mostly derived from domestic use and occur in trace concentrations ranging from pico to micrograms per liter. Environmental contaminants are resistant to conventional wastewater treatment processes and most of them remain unaffected, leading to the contamination of the receiving water. As such, there is a need for advanced wastewater treatment process that is capable of removing environmental contaminants to ensure safe fresh water supplies. This book explains the biological and chemical wastewater treatment technologies. The biological wastewater treatment processes presented include: (1) bioremediation of wastewater such as aerobic and anaerobic treatment; (2) phytoremediation of wastewater using engineered wetlands, rhizofiltration, rhizodegradation, phytodegradation, phytoaccumulation, phytotransformation and hyperaccumulators; and (3) mycoremediation of wastewater. The chemical wastewater treatment processes discussed include chemical precipitation, ion exchange, neutralization, adsorption and disinfection. In addition, the book describes wastewater treatment plants in terms of plant size, layout and design as well as installation location. Also presenting the latest, innovative effluent water treatment processes, it is a valuable resource for biochemical and wastewater treatment engineers, environmental scientists and environmental microbiologists.

Point Process Theory and Applications

Author : Martin Jacobsen
Publisher : Springer Science & Business Media
ISBN 13 : 0817644636
Total Pages : 325 pages
Book Rating : 4.8/5 (176 download)

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Book Synopsis Point Process Theory and Applications by : Martin Jacobsen

Download or read book Point Process Theory and Applications written by Martin Jacobsen and published by Springer Science & Business Media. This book was released on 2006-07-27 with total page 325 pages. Available in PDF, EPUB and Kindle. Book excerpt: Mathematically rigorous exposition of the basic theory of marked point processes and piecewise deterministic stochastic processes Point processes are constructed from scratch with detailed proofs Includes applications with examples and exercises in survival analysis, branching processes, ruin probabilities, sports (soccer), finance and risk management, and queueing theory Accessible to a wider cross-disciplinary audience

An Introduction to Stochastic Processes and Their Applications

Author : Chin Long Chiang
Publisher : Krieger Publishing Company
ISBN 13 :
Total Pages : 552 pages
Book Rating : 4.3/5 (91 download)

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Book Synopsis An Introduction to Stochastic Processes and Their Applications by : Chin Long Chiang

Download or read book An Introduction to Stochastic Processes and Their Applications written by Chin Long Chiang and published by Krieger Publishing Company. This book was released on 1980 with total page 552 pages. Available in PDF, EPUB and Kindle. Book excerpt: Random variables. Probability generating functions. Exponential-type distributions and maximum likelihood estimation. Branching process, random walk and ruin problem. Markov chains. Algebraic treatment of finite Markov chains. Renewal processes. Some stochastic models of population growth. A general birth process, an equality and an epidemic model. Birth-death processes and queueing processes. A simple illness-death process - fix-neyman processes. Multiple transition probabilities in the simple illness death process. Multiple transition time in the simple illness death process - an alternating renewal process. The kolmogorov differential equations and finite markov processes. Kolmogorov differential equations and finite markov processes - continuation. A general illness-death process. Migration processes and birth-illness-death processes.

Waste-to-Energy Technologies and Global Applications

Author : Efstratios N. Kalogirou
Publisher : CRC Press
ISBN 13 : 1351977911
Total Pages : 328 pages
Book Rating : 4.3/5 (519 download)

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Book Synopsis Waste-to-Energy Technologies and Global Applications by : Efstratios N. Kalogirou

Download or read book Waste-to-Energy Technologies and Global Applications written by Efstratios N. Kalogirou and published by CRC Press. This book was released on 2017-08-15 with total page 328 pages. Available in PDF, EPUB and Kindle. Book excerpt: Through Waste-to-Energy (WtE) technology, plants use waste as a renewable fuel to co-produce electricity, heating, and cooling for urban utilization. This professional book presents the latest developments in WtE technologies and their global applications. The first part of the book covers thermal treatment technologies, including combustion, novel gasification, plasma gasification, and pyrolysis. It then examines 35 real-world WtE case studies from around the world, analyzing technical information behind planning, execution, goals, and national strategies. Results through the years show the benefits of the technology through the life cycle of the products. The book also examines financial and environmental aspects.

The Federal Reporter

Author :
Publisher :
ISBN 13 :
Total Pages : 2098 pages
Book Rating : 4.E/5 ( download)

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Book Synopsis The Federal Reporter by :

Download or read book The Federal Reporter written by and published by . This book was released on 1916 with total page 2098 pages. Available in PDF, EPUB and Kindle. Book excerpt: Includes cases argued and determined in the District Courts of the United States and, Mar./May 1880-Oct./Nov. 1912, the Circuit Courts of the United States; Sept./Dec. 1891-Sept./Nov. 1924, the Circuit Courts of Appeals of the United States; Aug./Oct. 1911-Jan./Feb. 1914, the Commerce Court of the United States; Sept./Oct. 1919-Sept./Nov. 1924, the Court of Appeals of the District of Columbia.

Metallurgical & Chemical Engineering

Author : Eugene Franz Roeber
Publisher :
ISBN 13 :
Total Pages : 858 pages
Book Rating : 4.F/5 ( download)

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Book Synopsis Metallurgical & Chemical Engineering by : Eugene Franz Roeber

Download or read book Metallurgical & Chemical Engineering written by Eugene Franz Roeber and published by . This book was released on 1917 with total page 858 pages. Available in PDF, EPUB and Kindle. Book excerpt:

Open Source Software Dynamics, Processes, and Applications

Author : Koch, Stefan
Publisher : IGI Global
ISBN 13 : 146662938X
Total Pages : 332 pages
Book Rating : 4.4/5 (666 download)

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Book Synopsis Open Source Software Dynamics, Processes, and Applications by : Koch, Stefan

Download or read book Open Source Software Dynamics, Processes, and Applications written by Koch, Stefan and published by IGI Global. This book was released on 2013-02-28 with total page 332 pages. Available in PDF, EPUB and Kindle. Book excerpt: The innovative process of open source software is led in greater part by the end-users; therefore this aspect of open source software remains significant beyond the realm of traditional software development. Open Source Software Dynamics, Processes, and Applications is a multidisciplinary collection of research and approaches on the applications and processes of open source software. Highlighting the development processes performed by software programmers, the motivations of its participants, and the legal and economic issues that have been raised; this book is essential for scholars, students, and practitioners in the fields of software engineering and management as well as sociology.

Reports Containing the Cases Determined in All the Circuits from the Organization of the Courts

Author :
Publisher :
ISBN 13 :
Total Pages : 822 pages
Book Rating : 4.:/5 (334 download)

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Book Synopsis Reports Containing the Cases Determined in All the Circuits from the Organization of the Courts by :

Download or read book Reports Containing the Cases Determined in All the Circuits from the Organization of the Courts written by and published by . This book was released on 1903 with total page 822 pages. Available in PDF, EPUB and Kindle. Book excerpt:

Mining American

Author :
Publisher :
ISBN 13 :
Total Pages : 1044 pages
Book Rating : 4.:/5 (319 download)

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Book Synopsis Mining American by :

Download or read book Mining American written by and published by . This book was released on 1915 with total page 1044 pages. Available in PDF, EPUB and Kindle. Book excerpt:

Statistical Applications in Process Control

Author : J. Bert Keats
Publisher : CRC Press
ISBN 13 : 9780824797119
Total Pages : 530 pages
Book Rating : 4.7/5 (971 download)

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Book Synopsis Statistical Applications in Process Control by : J. Bert Keats

Download or read book Statistical Applications in Process Control written by J. Bert Keats and published by CRC Press. This book was released on 1996-03-15 with total page 530 pages. Available in PDF, EPUB and Kindle. Book excerpt: This work presents significant advances and new methods both in statistical process control and experimental design. It addresses the management of process monitoring and experimental design, discusses the relationship between control charting and hypothesis testing, provides a new index for process capability studies, offers practical guidelines for the design of experiments, and more.

Proceedings Before the Metropolitan Board of Health on the Application of The Metropolitan Gas Light Co. for a Modification of the Order of the Board, Concerning the Manufacture of Gas at the Foot of West 42d Street, New York

Download Proceedings Before the Metropolitan Board of Health on the Application of The Metropolitan Gas Light Co. for a Modification of the Order of the Board, Concerning the Manufacture of Gas at the Foot of West 42d Street, New York PDF Online Free

Author : Metropolitan Board of Health, New York
Publisher :
ISBN 13 :
Total Pages : 252 pages
Book Rating : 4.:/5 (321 download)

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Book Synopsis Proceedings Before the Metropolitan Board of Health on the Application of The Metropolitan Gas Light Co. for a Modification of the Order of the Board, Concerning the Manufacture of Gas at the Foot of West 42d Street, New York by : Metropolitan Board of Health, New York

Download or read book Proceedings Before the Metropolitan Board of Health on the Application of The Metropolitan Gas Light Co. for a Modification of the Order of the Board, Concerning the Manufacture of Gas at the Foot of West 42d Street, New York written by Metropolitan Board of Health, New York and published by . This book was released on 1869 with total page 252 pages. Available in PDF, EPUB and Kindle. Book excerpt: