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Essays On Finite Mixture Models
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Book Synopsis Essays on finite mixture models by : Abram van Dijk
Download or read book Essays on finite mixture models written by Abram van Dijk and published by Rozenberg Publishers. This book was released on 2009 with total page 138 pages. Available in PDF, EPUB and Kindle. Book excerpt: Finite mixture distributions are a weighted average of a finite number of distributions. The latter are usually called the mixture components. The weights are usually described by a multinomial distribution and are sometimes called mixing proportions. The mixture components may be the same type of distributions with di®erent parameter values but they may also be completely different distributions. Therefore, finite mixture distributions are very °exible for modeling data. They are frequently used as a building block within many modern econometric models. The specification of the mixture distribution depends on the modeling problem at hand. In this thesis, we introduce new applications of finite mixtures to deal with several di®erent modeling issues. Each chapter of the thesis focusses on a specific modeling issue. The parameters of some of the resulting models can be estimated using standard techniques but for some of the chapters we need to develop new estimation and inference methods. To illustrate how the methods can be applied, we analyze at least one empirical data set for each approach. These data sets cover a wide range of research fields, such as macroeconomics, marketing, and political science. We show the usefulness of the methods and, in some cases, the improvement over previous methods in the literature.
Book Synopsis Essay on Nonlinear evolutionary game dynamics by : Marius Ionut Ochea
Download or read book Essay on Nonlinear evolutionary game dynamics written by Marius Ionut Ochea and published by Rozenberg Publishers. This book was released on 2010 with total page 217 pages. Available in PDF, EPUB and Kindle. Book excerpt:
Book Synopsis Advances In Statistical Modeling And Inference: Essays In Honor Of Kjell A Doksum by : Vijay Nair
Download or read book Advances In Statistical Modeling And Inference: Essays In Honor Of Kjell A Doksum written by Vijay Nair and published by World Scientific. This book was released on 2007-03-15 with total page 698 pages. Available in PDF, EPUB and Kindle. Book excerpt: There have been major developments in the field of statistics over the last quarter century, spurred by the rapid advances in computing and data-measurement technologies. These developments have revolutionized the field and have greatly influenced research directions in theory and methodology. Increased computing power has spawned entirely new areas of research in computationally-intensive methods, allowing us to move away from narrowly applicable parametric techniques based on restrictive assumptions to much more flexible and realistic models and methods. These computational advances have also led to the extensive use of simulation and Monte Carlo techniques in statistical inference. All of these developments have, in turn, stimulated new research in theoretical statistics.This volume provides an up-to-date overview of recent advances in statistical modeling and inference. Written by renowned researchers from across the world, it discusses flexible models, semi-parametric methods and transformation models, nonparametric regression and mixture models, survival and reliability analysis, and re-sampling techniques. With its coverage of methodology and theory as well as applications, the book is an essential reference for researchers, graduate students, and practitioners.
Book Synopsis Filtering None-Linear State Space Models. Methods and Economic Applications by : Kai Ming Lee
Download or read book Filtering None-Linear State Space Models. Methods and Economic Applications written by Kai Ming Lee and published by Rozenberg Publishers. This book was released on 2010 with total page 150 pages. Available in PDF, EPUB and Kindle. Book excerpt:
Book Synopsis Stochastic dominance in portfolio analysis and asset pricing by : Andrey M. Lizyayev
Download or read book Stochastic dominance in portfolio analysis and asset pricing written by Andrey M. Lizyayev and published by Rozenberg Publishers. This book was released on 2010 with total page 136 pages. Available in PDF, EPUB and Kindle. Book excerpt:
Book Synopsis Dynamic Delay Management at Railways. Semi-Markovian Decision Approach by : Assil Al- Ibrahim
Download or read book Dynamic Delay Management at Railways. Semi-Markovian Decision Approach written by Assil Al- Ibrahim and published by Rozenberg Publishers. This book was released on 2010 with total page 253 pages. Available in PDF, EPUB and Kindle. Book excerpt:
Book Synopsis Understanding Socioeconomic Differences in Health. An Economic Approach by :
Download or read book Understanding Socioeconomic Differences in Health. An Economic Approach written by and published by Rozenberg Publishers. This book was released on 2010 with total page 226 pages. Available in PDF, EPUB and Kindle. Book excerpt:
Book Synopsis Economic development and growth in transition countries by : Desislava Todorova Rusinova
Download or read book Economic development and growth in transition countries written by Desislava Todorova Rusinova and published by Rozenberg Publishers. This book was released on 2010 with total page 130 pages. Available in PDF, EPUB and Kindle. Book excerpt:
Book Synopsis Breaking the Ice between government and busisness by :
Download or read book Breaking the Ice between government and busisness written by and published by Rozenberg Publishers. This book was released on with total page 244 pages. Available in PDF, EPUB and Kindle. Book excerpt:
Book Synopsis Incomplete Kartels and Empty Trust Policy. Incidents and detection by :
Download or read book Incomplete Kartels and Empty Trust Policy. Incidents and detection written by and published by Rozenberg Publishers. This book was released on 2009 with total page 208 pages. Available in PDF, EPUB and Kindle. Book excerpt:
Book Synopsis Labour markets, commuting and company cars by : Eva Gutiérrez Puigarnau
Download or read book Labour markets, commuting and company cars written by Eva Gutiérrez Puigarnau and published by Rozenberg Publishers. This book was released on 2011 with total page 140 pages. Available in PDF, EPUB and Kindle. Book excerpt:
Book Synopsis Economic dances for two - and three by : Andrey Andreyevich Dubovik
Download or read book Economic dances for two - and three written by Andrey Andreyevich Dubovik and published by Rozenberg Publishers. This book was released on 2010 with total page 121 pages. Available in PDF, EPUB and Kindle. Book excerpt:
Book Synopsis Efficient simulation algorithms for optimization of discrete event systems based on measure-valued differentation by : Taoying Farenhorst-Yuan
Download or read book Efficient simulation algorithms for optimization of discrete event systems based on measure-valued differentation written by Taoying Farenhorst-Yuan and published by Rozenberg Publishers. This book was released on 2010 with total page 198 pages. Available in PDF, EPUB and Kindle. Book excerpt:
Book Synopsis The Study of the Impact of Early Life Conditions on Later Life Events: A Look Across the Individuals's Life Course by : Sumedha Gupta
Download or read book The Study of the Impact of Early Life Conditions on Later Life Events: A Look Across the Individuals's Life Course written by Sumedha Gupta and published by Rozenberg Publishers. This book was released on 2010 with total page 259 pages. Available in PDF, EPUB and Kindle. Book excerpt:
Book Synopsis The intra-household allocation of time by :
Download or read book The intra-household allocation of time written by and published by Rozenberg Publishers. This book was released on 2009 with total page 190 pages. Available in PDF, EPUB and Kindle. Book excerpt:
Book Synopsis Finite Mixture Models by : Geoffrey McLachlan
Download or read book Finite Mixture Models written by Geoffrey McLachlan and published by John Wiley & Sons. This book was released on 2004-03-22 with total page 419 pages. Available in PDF, EPUB and Kindle. Book excerpt: An up-to-date, comprehensive account of major issues in finitemixture modeling This volume provides an up-to-date account of the theory andapplications of modeling via finite mixture distributions. With anemphasis on the applications of mixture models in both mainstreamanalysis and other areas such as unsupervised pattern recognition,speech recognition, and medical imaging, the book describes theformulations of the finite mixture approach, details itsmethodology, discusses aspects of its implementation, andillustrates its application in many common statisticalcontexts. Major issues discussed in this book include identifiabilityproblems, actual fitting of finite mixtures through use of the EMalgorithm, properties of the maximum likelihood estimators soobtained, assessment of the number of components to be used in themixture, and the applicability of asymptotic theory in providing abasis for the solutions to some of these problems. The author alsoconsiders how the EM algorithm can be scaled to handle the fittingof mixture models to very large databases, as in data miningapplications. This comprehensive, practical guide: * Provides more than 800 references-40% published since 1995 * Includes an appendix listing available mixture software * Links statistical literature with machine learning and patternrecognition literature * Contains more than 100 helpful graphs, charts, and tables Finite Mixture Models is an important resource for both applied andtheoretical statisticians as well as for researchers in the manyareas in which finite mixture models can be used to analyze data.
Book Synopsis The Oxford Handbook of Quantitative Methods, Vol. 2: Statistical Analysis by : Todd D. Little
Download or read book The Oxford Handbook of Quantitative Methods, Vol. 2: Statistical Analysis written by Todd D. Little and published by Oxford University Press. This book was released on 2013-02-01 with total page 784 pages. Available in PDF, EPUB and Kindle. Book excerpt: Research today demands the application of sophisticated and powerful research tools. Fulfilling this need, The Oxford Handbook of Quantitative Methods is the complete tool box to deliver the most valid and generalizable answers to todays complex research questions. It is a one-stop source for learning and reviewing current best-practices in quantitative methods as practiced in the social, behavioral, and educational sciences. Comprising two volumes, this handbook covers a wealth of topics related to quantitative research methods. It begins with essential philosophical and ethical issues related to science and quantitative research. It then addresses core measurement topics before delving into the design of studies. Principal issues related to modern estimation and mathematical modeling are also detailed. Topics in the handbook then segway into the realm of statistical inference and modeling with chapters dedicated to classical approaches as well as modern latent variable approaches. Numerous chapters associated with longitudinal data and more specialized techniques round out this broad selection of topics. Comprehensive, authoritative, and user-friendly, this two-volume set will be an indispensable resource for serious researchers across the social, behavioral, and educational sciences.
