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 337 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.
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.
Download or read book Bayesian Data Analysis Third Edition written by Andrew Gelman and published by CRC Press. This book was released on 2013-11-01 with total page 677 pages. Available in PDF, EPUB and Kindle. Book excerpt: Now 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 approach to analysis using up-to-date Bayesian methods. The authors—all leaders in the statistics community—introduce basic concepts from a data-analytic perspective before presenting advanced methods. Throughout the text, numerous worked examples drawn from real applications and research emphasize the use of Bayesian inference in practice. New to the Third Edition Four new chapters on nonparametric modeling Coverage of weakly informative priors and boundary-avoiding priors Updated discussion of cross-validation and predictive information criteria Improved convergence monitoring and effective sample size calculations for iterative simulation Presentations of Hamiltonian Monte Carlo, variational Bayes, and expectation propagation New and revised software code The book can be used in three different ways. For undergraduate students, it introduces Bayesian inference starting from first principles. For graduate students, the text presents effective current approaches to Bayesian modeling and computation in statistics and related fields. For researchers, it provides an assortment of Bayesian methods in applied statistics. Additional materials, including data sets used in the examples, solutions to selected exercises, and software instructions, are available on the book’s web page.
Download or read book Internal Revenue Cumulative Bulletin written by United States. Internal Revenue Service and published by . This book was released on 1972 with total page 822 pages. Available in PDF, EPUB and Kindle. Book excerpt:
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.
Download or read book The Code of Federal Regulations of the United States of America written by and published by . This book was released on 1983 with total page 520 pages. Available in PDF, EPUB and Kindle. Book excerpt: The Code of Federal Regulations is the codification of the general and permanent rules published in the Federal Register by the executive departments and agencies of the Federal Government.
Download or read book Code of Federal Regulations written by and published by . This book was released on 1972 with total page 324 pages. Available in PDF, EPUB and Kindle. Book excerpt: Special edition of the Federal Register, containing a codification of documents of general applicability and future effect ... with ancillaries.
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
Download or read book Noncarboxylic Acids Advances in Research and Application 2013 Edition written by and published by ScholarlyEditions. This book was released on 2013-06-21 with total page 896 pages. Available in PDF, EPUB and Kindle. Book excerpt: Noncarboxylic Acids—Advances in Research and Application: 2013 Edition is a ScholarlyEditions™ book that delivers timely, authoritative, and comprehensive information about Hydrogen Sulfide. The editors have built Noncarboxylic Acids—Advances in Research and Application: 2013 Edition on the vast information databases of ScholarlyNews.™ You can expect the information about Hydrogen Sulfide in this book to be deeper than what you can access anywhere else, as well as consistently reliable, authoritative, informed, and relevant. The content of Noncarboxylic Acids—Advances in Research and Application: 2013 Edition has been produced by the world’s leading scientists, engineers, analysts, research institutions, and companies. All of the content is from peer-reviewed sources, and all of it is written, assembled, and edited by the editors at ScholarlyEditions™ and available exclusively from us. You now have a source you can cite with authority, confidence, and credibility. More information is available at http://www.ScholarlyEditions.com/.
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 406 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.
Download or read book Business in the Contemporary Legal Environment written by Daniel V. Davidson and published by Aspen Publishing. This book was released on 2024-02-01 with total page 1194 pages. Available in PDF, EPUB and Kindle. Book excerpt: Business in the Contemporary Legal Environment is a well-written, comprehensive coursebook providing complete coverage of the areas typically included in a one-semester legal environment course. The authors explain various areas of the law in plain English, with an emphasis on the implications and applications of these areas in a business setting. A combination of classic and contemporary cases clearly illustrates how the law is applied. In addition, helpful discussion questions and You Decide questions at the end of each chapter teach students how to identify and analyze legal issues that are frequently encountered in business. Thoughtful pedagogy and well-designed exhibits throughout the book help make the concepts easier to understand. New to the Fourth Edition: New Contemporary cases are included throughout the book, focusing on current and timely issues. Coverage dedicated to diversity and inclusion thoughtfully integrated into the text. Several chapters discuss technology issues including protecting employee passwords (Chapters 12 and 20); punishing computer crimes (Chapter 13); and protecting technology (Chapters 8 and 20). Students are asked to consider the impact of artificial intelligence (AI) in several chapters. Part III on Contracts streamlined to make the content even more accessible and teachable. Professors and students will benefit from: Student-friendly introduction to those legal topics most relevant to businesspeople. Effective use of cases. Every chapter begins with a Classic Case, a case from the past that helped to set the precedents for the material covered in the chapter. The authors then conclude each chapter with a Contemporary Case, a recent decision that shows a current application of one of the principles discussed in the chapter. The authors wrote the facts, issues, and holdings, and excerpted the reasons from the court opinion to make the cases more manageable. An Ounce of Prevention strategy boxes discuss situations that frequently occur in a business environment and strategies for handling those situations in a manner that will reduce potential legal problems. You Decide questions, based on current issues in the news, engage students with high-interest and relevant topics. Good balance between court cases and author-written text. Exercises and examples that help students to identify and analyze legal issues that are frequently encountered in business. Helpful exhibits that summarize concepts but don't overwhelm the text. Thoughtful, classroom-tested text written by an experienced author team. Helpful glossary of legal terms
Download or read book Official Gazette of the United States Patent Office written by United States. Patent Office and published by . This book was released on 1954 with total page 998 pages. Available in PDF, EPUB and Kindle. Book excerpt:
Download or read book Handbook of Mixed Membership Models and Their Applications written by Edoardo M. Airoldi and published by CRC Press. This book was released on 2014-11-06 with total page 622 pages. Available in PDF, EPUB and Kindle. Book excerpt: In response to scientific needs for more diverse and structured explanations of statistical data, researchers have discovered how to model individual data points as belonging to multiple groups. Handbook of Mixed Membership Models and Their Applications shows you how to use these flexible modeling tools to uncover hidden patterns in modern high-dimensional multivariate data. It explores the use of the models in various application settings, including survey data, population genetics, text analysis, image processing and annotation, and molecular biology. Through examples using real data sets, you’ll discover how to characterize complex multivariate data in: Studies involving genetic databases Patterns in the progression of diseases and disabilities Combinations of topics covered by text documents Political ideology or electorate voting patterns Heterogeneous relationships in networks, and much more The handbook spans more than 20 years of the editors’ and contributors’ statistical work in the field. Top researchers compare partial and mixed membership models, explain how to interpret mixed membership, delve into factor analysis, and describe nonparametric mixed membership models. They also present extensions of the mixed membership model for text analysis, sequence and rank data, and network data as well as semi-supervised mixed membership models.
Download or read book Tax Evasion Drug Trafficking and Money Laundering as They Involve Financial Institutions written by United States. Congress. House. Committee on Banking, Finance, and Urban Affairs. Subcommittee on Financial Institutions Supervision, Regulation and Insurance and published by . This book was released on 1986 with total page 1270 pages. Available in PDF, EPUB and Kindle. Book excerpt:
Download or read book Internal Revenue Bulletin written by United States. Internal Revenue Service and published by . This book was released on 1968 with total page 1034 pages. Available in PDF, EPUB and Kindle. Book excerpt:
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.
Download or read book FCC Record written by United States. Federal Communications Commission and published by . This book was released on 1987 with total page 904 pages. Available in PDF, EPUB and Kindle. Book excerpt:
