Topics In Statistical Simulation

Topics in Statistical Simulation PDF
Author: V.B. Melas
Publisher: Springer
ISBN: 1493921045
Size: 41.89 MB
Format: PDF, Kindle
Category : Mathematics
Languages : en
Pages : 539
View: 798

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Topics In Statistical Simulation

by V.B. Melas, Topics In Statistical Simulation Books available in PDF, EPUB, Mobi Format. Download Topics In Statistical Simulation books, The Department of Statistical Sciences of the University of Bologna in collaboration with the Department of Management and Engineering of the University of Padova, the Department of Statistical Modelling of Saint Petersburg State University, and INFORMS Simulation Society sponsored the Seventh Workshop on Simulation. This international conference was devoted to statistical techniques in stochastic simulation, data collection, analysis of scientific experiments, and studies representing broad areas of interest. The previous workshops took place in St. Petersburg, Russia in 1994, 1996, 1998, 2001, 2005, and 2009. The Seventh Workshop took place in the Rimini Campus of the University of Bologna, which is in Rimini’s historical center.


Statistical Modeling In Biomedical Research

Statistical Modeling in Biomedical Research PDF
Author: Yichuan Zhao
Publisher: Springer Nature
ISBN: 3030334163
Size: 60.27 MB
Format: PDF, ePub, Mobi
Category : Medical
Languages : en
Pages : 491
View: 2496

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Statistical Modeling In Biomedical Research

by Yichuan Zhao, Statistical Modeling In Biomedical Research Books available in PDF, EPUB, Mobi Format. Download Statistical Modeling In Biomedical Research books, This edited collection discusses the emerging topics in statistical modeling for biomedical research. Leading experts in the frontiers of biostatistics and biomedical research discuss the statistical procedures, useful methods, and their novel applications in biostatistics research. Interdisciplinary in scope, the volume as a whole reflects the latest advances in statistical modeling in biomedical research, identifies impactful new directions, and seeks to drive the field forward. It also fosters the interaction of scholars in the arena, offering great opportunities to stimulate further collaborations. This book will appeal to industry data scientists and statisticians, researchers, and graduate students in biostatistics and biomedical science. It covers topics in: Next generation sequence data analysis Deep learning, precision medicine, and their applications Large scale data analysis and its applications Biomedical research and modeling Survival analysis with complex data structure and its applications.


Advances In Statistical Modeling And Inference

Advances in Statistical Modeling and Inference PDF
Author: Vijay Nair
Publisher: World Scientific
ISBN: 9812703691
Size: 54.15 MB
Format: PDF, ePub, Docs
Category : Mathematics
Languages : en
Pages : 673
View: 2809

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Advances In Statistical Modeling And Inference

by Vijay Nair, Advances In Statistical Modeling And Inference Books available in PDF, EPUB, Mobi Format. Download Advances In Statistical Modeling And Inference books, 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.


Simulation And The Monte Carlo Method

Simulation and the Monte Carlo Method PDF
Author: Reuven Y. Rubinstein
Publisher: John Wiley & Sons
ISBN: 1118210522
Size: 32.15 MB
Format: PDF, ePub, Docs
Category : Mathematics
Languages : en
Pages : 372
View: 3672

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Simulation And The Monte Carlo Method

by Reuven Y. Rubinstein, Simulation And The Monte Carlo Method Books available in PDF, EPUB, Mobi Format. Download Simulation And The Monte Carlo Method books, This accessible new edition explores the major topics in MonteCarlo simulation Simulation and the Monte Carlo Method, Second Editionreflects the latest developments in the field and presents a fullyupdated and comprehensive account of the major topics that haveemerged in Monte Carlo simulation since the publication of theclassic First Edition over twenty-five years ago. Whilemaintaining its accessible and intuitive approach, this revisededition features a wealth of up-to-date information thatfacilitates a deeper understanding of problem solving across a widearray of subject areas, such as engineering, statistics, computerscience, mathematics, and the physical and life sciences. The book begins with a modernized introduction that addressesthe basic concepts of probability, Markov processes, and convexoptimization. Subsequent chapters discuss the dramatic changes thathave occurred in the field of the Monte Carlo method, with coverageof many modern topics including: Markov Chain Monte Carlo Variance reduction techniques such as the transform likelihoodratio method and the screening method The score function method for sensitivity analysis The stochastic approximation method and the stochasticcounter-part method for Monte Carlo optimization The cross-entropy method to rare events estimation andcombinatorial optimization Application of Monte Carlo techniques for counting problems,with an emphasis on the parametric minimum cross-entropymethod An extensive range of exercises is provided at the end of eachchapter, with more difficult sections and exercises markedaccordingly for advanced readers. A generous sampling of appliedexamples is positioned throughout the book, emphasizing variousareas of application, and a detailed appendix presents anintroduction to exponential families, a discussion of thecomputational complexity of stochastic programming problems, andsample MATLAB programs. Requiring only a basic, introductory knowledge of probabilityand statistics, Simulation and the Monte Carlo Method,Second Edition is an excellent text for upper-undergraduate andbeginning graduate courses in simulation and Monte Carlotechniques. The book also serves as a valuable reference forprofessionals who would like to achieve a more formal understandingof the Monte Carlo method.


Topics In Contemporary Probability And Its Applications

Topics in Contemporary Probability and Its Applications PDF
Author: J. Laurie Snell
Publisher: CRC Press
ISBN: 9780849380730
Size: 59.30 MB
Format: PDF, ePub, Mobi
Category : Mathematics
Languages : en
Pages : 400
View: 3427

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Topics In Contemporary Probability And Its Applications

by J. Laurie Snell, Topics In Contemporary Probability And Its Applications Books available in PDF, EPUB, Mobi Format. Download Topics In Contemporary Probability And Its Applications books, Probability theory has grown from a modest study of simple games of change to a subject with application in almost every branch of knowledge and science. In this exciting book, a number of distinguished probabilists discuss their current work and applications in an easily understood manner. Chapters show that new directions in probability have been suggested by the application of probability to other fields and other disciplines of mathematics. The study of polymer chains in chemistry led to the study of self-avoiding random walks; the study of the Ising model in physics and models for epidemics in biology led to the study of the probability theory of interacting particle systems. The stochastic calculus has allowed probabilists to solve problems in classical analysis, in theory of investment, and in engineering. The mathematical formulation of game theory has led to new insights into decisions under uncertainty. These new developments in probability are vividly illustrated throughout the book.


Topics In Statistical Dependence

Topics in Statistical Dependence PDF
Author: Henry W. Block
Publisher: IMS
ISBN: 9780940600232
Size: 54.29 MB
Format: PDF, Mobi
Category : Mathematics
Languages : en
Pages : 522
View: 1724

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Topics In Statistical Dependence

by Henry W. Block, Topics In Statistical Dependence Books available in PDF, EPUB, Mobi Format. Download Topics In Statistical Dependence books,


Monte Carlo Simulation In Statistical Physics

Monte Carlo Simulation in Statistical Physics PDF
Author: Kurt Binder
Publisher: Springer Science & Business Media
ISBN: 9783642031632
Size: 64.96 MB
Format: PDF, ePub
Category : Science
Languages : en
Pages : 202
View: 1080

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Monte Carlo Simulation In Statistical Physics

by Kurt Binder, Monte Carlo Simulation In Statistical Physics Books available in PDF, EPUB, Mobi Format. Download Monte Carlo Simulation In Statistical Physics books, Monte Carlo Simulation in Statistical Physics deals with the computer simulation of many-body systems in condensed-matter physics and related fields of physics, chemistry and beyond, to traffic flows, stock market fluctuations, etc.). Using random numbers generated by a computer, probability distributions are calculated, allowing the estimation of the thermodynamic properties of various systems. This book describes the theoretical background to several variants of these Monte Carlo methodsand gives a systematic presentation from which newcomers can learn to perform such simulations and to analyze their results. The fifth edition covers Classical as well as Quantum Monte Carlo methods. Furthermore a new chapter on the sampling of free energy landscapes has been added. To help students in their work a special web server has been installed to host programs and discussion groups (http://wwwcp.tphys.uni-heidelberg.de). Prof. Binder was the winner of the Berni J. Alder CECAM Award for Computational Physics 2001 as well as the Boltzmann Medal in 2007.


Topics In Industrial Mathematics

Topics in Industrial Mathematics PDF
Author: H. Neunzert
Publisher: Springer Science & Business Media
ISBN: 9780792364177
Size: 61.63 MB
Format: PDF, ePub, Docs
Category : Computers
Languages : en
Pages : 373
View: 3035

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Topics In Industrial Mathematics

by H. Neunzert, Topics In Industrial Mathematics Books available in PDF, EPUB, Mobi Format. Download Topics In Industrial Mathematics books, This book is devoted to some analytical and numerical methods for analyzing industrial problems related to emerging technologies such as digital image processing, material sciences and financial derivatives affecting banking and financial institutions. Case studies are based on industrial projects given by reputable industrial organizations of Europe to the Institute of Industrial and Business Mathematics, Kaiserslautern, Germany. Mathematical methods presented in the book which are most reliable for understanding current industrial problems include Iterative Optimization Algorithms, Galerkin's Method, Finite Element Method, Boundary Element Method, Quasi-Monte Carlo Method, Wavelet Analysis, and Fractal Analysis. The Black-Scholes model of Option Pricing, which was awarded the 1997 Nobel Prize in Economics, is presented in the book. In addition, basic concepts related to modeling are incorporated in the book. Audience: The book is appropriate for a course in Industrial Mathematics for upper-level undergraduate or beginning graduate-level students of mathematics or any branch of engineering.


Topics In Nonparametric Statistics

Topics in Nonparametric Statistics PDF
Author: Michael G. Akritas
Publisher: Springer
ISBN: 1493905694
Size: 35.96 MB
Format: PDF
Category : Mathematics
Languages : en
Pages : 367
View: 3844

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Topics In Nonparametric Statistics

by Michael G. Akritas, Topics In Nonparametric Statistics Books available in PDF, EPUB, Mobi Format. Download Topics In Nonparametric Statistics books, This volume is composed of peer-reviewed papers that have developed from the First Conference of the International Society for Non Parametric Statistics (ISNPS). This inaugural conference took place in Chalkidiki, Greece, June 15-19, 2012. It was organized with the co-sponsorship of the IMS, the ISI and other organizations. M.G. Akritas, S.N. Lahiri and D.N. Politis are the first executive committee members of ISNPS and the editors of this volume. ISNPS has a distinguished Advisory Committee that includes Professors R.Beran, P.Bickel, R. Carroll, D. Cook, P. Hall, R. Johnson, B. Lindsay, E. Parzen, P. Robinson, M. Rosenblatt, G. Roussas, T. SubbaRao and G. Wahba. The Charting Committee of ISNPS consists of more than 50 prominent researchers from all over the world. The chapters in this volume bring forth recent advances and trends in several areas of nonparametric statistics. In this way, the volume facilitates the exchange of research ideas, promotes collaboration among researchers from all over the world and contributes to the further development of the field. The conference program included over 250 talks, including special invited talks, plenary talks and contributed talks on all areas of nonparametric statistics. Out of these talks, some of the most pertinent ones have been refereed and developed into chapters that share both research and developments in the field.


Topics In Biostatistics

Topics in Biostatistics PDF
Author: Walter T. Ambrosius
Publisher: Springer Science & Business Media
ISBN: 1588295311
Size: 56.87 MB
Format: PDF, Mobi
Category : Medical
Languages : en
Pages : 528
View: 931

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Topics In Biostatistics

by Walter T. Ambrosius, Topics In Biostatistics Books available in PDF, EPUB, Mobi Format. Download Topics In Biostatistics books, Designed for working scientists, offers a survey of basic biostatistical methods and provides an introduction to more complicated statistical methods requiring collaboration with a biostatician.