essentials of monte carlo simulation statistical methods for building simulation models

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Essentials Of Monte Carlo Simulation

Author : Nick T. Thomopoulos
ISBN : 9781461460220
Genre : Mathematics
File Size : 27. 45 MB
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Essentials of Monte Carlo Simulation focuses on the fundamentals of Monte Carlo methods using basic computer simulation techniques. The theories presented in this text deal with systems that are too complex to solve analytically. As a result, readers are given a system of interest and constructs using computer code, as well as algorithmic models to emulate how the system works internally. After the models are run several times, in a random sample way, the data for each output variable(s) of interest is analyzed by ordinary statistical methods. This book features 11 comprehensive chapters, and discusses such key topics as random number generators, multivariate random variates, and continuous random variates. Over 100 numerical examples are presented as part of the appendix to illustrate useful real world applications. The text also contains an easy to read presentation with minimal use of difficult mathematical concepts. Very little has been published in the area of computer Monte Carlo simulation methods, and this book will appeal to students and researchers in the fields of Mathematics and Statistics.

Designing Value Creating Supply Chain Networks

Author : Alain Martel
ISBN : 9783319281469
Genre : Technology & Engineering
File Size : 51. 73 MB
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Winner of the 2016 Coup de Coeur prize at the Plumes des Achats & Supply Chain, Paris. Focusing on the design of robust value-creating supply chain networks (SCN) and key strategic issues related to the number; location, capacity and mission of supply chain facilities (plants, distribution centers) – as well as the network structure required to provide flexibility and resilience in an uncertain world – this book presents an innovative methodology for SCN reengineering that can be used to significantly improve the bottom line of supply chain dependent businesses. Providing readers with the tools needed to analyze and model value creation activities, Designing Value-Creating Supply Chain Networks examines the risks faced by modern supply chains, and shows how to develop plausible future scenarios to evaluate potential SCN designs. The design methods proposed are based on a visual representation formalism that facilitates the analysis and modeling of SCN design problems, book chapters incorporate several example problems and exercises which can be solved with Excel tools (Analysis tools and Solver) or with commercial statistical and optimization software.

Handbook Of Research On Data Science For Effective Healthcare Practice And Administration

Author : Noughabi, Elham Akhond Zadeh
ISBN : 9781522525165
Genre : Computers
File Size : 58. 47 MB
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Data science has always been an effective way of extracting knowledge and insights from information in various forms. One industry that can utilize the benefits from the advances in data science is the healthcare field. The Handbook of Research on Data Science for Effective Healthcare Practice and Administration is a critical reference source that overviews the state of data analysis as it relates to current practices in the health sciences field. Covering innovative topics such as linear programming, simulation modeling, network theory, and predictive analytics, this publication is recommended for all healthcare professionals, graduate students, engineers, and researchers that are seeking to expand their knowledge of efficient techniques for information analysis in the healthcare professions.

Advances In Computational Environment Science

Author : Gary Lee
ISBN : 9783642279577
Genre : Computers
File Size : 81. 30 MB
Format : PDF
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2012 International Conference on Environment Science and 2012 International Conference on Computer Science (ICES 2012/ICCS 2012) will be held in Australia, Melbourne, 15‐16 March, 2012.Volume 1 contains some new results in computational environment science. There are 47 papers were selected as the regular paper in this volume. It contains the latest developments and reflects the experience of many researchers working in different environments (universities, research centers or even industries), publishing new theories and solving new technological problems on computational environment science. The purpose of volume 1 is interconnection of diverse scientific fields, the cultivation of every possible scientific collaboration, the exchange of views and the promotion of new research targets as well as the further dissemination, the dispersion, the diffusion of the environment science, including but not limited to Ecology, Physics, Chemistry, Biology, Soil Science, Geology, Atmospheric Science and Geography We are sure that the efforts of the authors as well as the reviewers to provide high level contributions will be appreciated by the relevant scientific community. We are convinced that presented volume will be a source of knowledge and inspiration for all academic members, researchers and practitioners working in a field of the topic covered by the book.

Modeling Risk Dvd

Author : Johnathan Mun
ISBN : 9780470620014
Genre : Business & Economics
File Size : 85. 46 MB
Format : PDF, Kindle
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An updated guide to risk analysis and modeling Although risk was once seen as something that was both unpredictable and uncontrollable, the evolution of risk analysis tools and theories has changed the way we look at this important business element. In the Second Edition of Analyzing and Modeling Risk, expert Dr. Johnathan Mun provides up-to-date coverage of risk analysis as it is applied within the realms of business risk analysis and offers an intuitive feel of what risk looks like, as well as the different ways of quantifying it. This Second Edition provides professionals in all industries a more comprehensive guide on such key concepts as risk and return, the fundamentals of model building, Monte Carlo simulation, forecasting, time-series and regression analysis, optimization, real options, and more. Includes new examples, questions, and exercises as well as updates using Excel 2007 Book supported by author's proprietary risk analysis software found on the companion CD-ROM Offers both a qualitative and quantitative description of risk Filled with in-depth insights and practical advice, this reliable resource covers all of the essential tools and techniques that risk managers need to successfully conduct risk analysis. Note: CD-ROM/DVD and other supplementary materials are not included as part of eBook file.

Essentials Of Applied Econometrics

Author : Aaron D. Smith
ISBN : 9780520963290
Genre : Business & Economics
File Size : 70. 78 MB
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Essentials of Applied Econometrics prepares students for a world in which more data surround us every day and in which econometric tools are put to diverse uses. Written for students in economics and for professionals interested in continuing an education in econometrics, this succinct text not only teaches best practices and state-of-the-art techniques, but uses vivid examples and data obtained from a variety of real world sources. The book’s emphasis on application uniquely prepares the reader for today’s econometric work, which can include analyzing causal relationships or correlations in big data to obtain useful insights.

Perry S Chemical Engineers Handbook 9th Edition

Author : Don W. Green
ISBN : 9780071834094
Genre : Technology & Engineering
File Size : 20. 20 MB
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Up-to-Date Coverage of All Chemical Engineering Topics―from the Fundamentals to the State of the Art Now in its 85th Anniversary Edition, this industry-standard resource has equipped generations of engineers and chemists with vital information, data, and insights. Thoroughly revised to reflect the latest technological advances and processes, Perry's Chemical Engineers' Handbook, Ninth Edition, provides unsurpassed coverage of every aspect of chemical engineering. You will get comprehensive details on chemical processes, reactor modeling, biological processes, biochemical and membrane separation, process and chemical plant safety, and much more. This fully updated edition covers: Unit Conversion Factors and Symbols • Physical and Chemical Data including Prediction and Correlation of Physical Properties • Mathematics including Differential and Integral Calculus, Statistics , Optimization • Thermodynamics • Heat and Mass Transfer • Fluid and Particle Dynamics *Reaction Kinetics • Process Control and Instrumentation• Process Economics • Transport and Storage of Fluids • Heat Transfer Operations and Equipment • Psychrometry, Evaporative Cooling, and Solids Drying • Distillation • Gas Absorption and Gas-Liquid System Design • Liquid-Liquid Extraction Operations and Equipment • Adsorption and Ion Exchange • Gas-Solid Operations and Equipment • Liquid-Solid Operations and Equipment • Solid-Solid Operations and Equipment •Chemical Reactors • Bio-based Reactions and Processing • Waste Management including Air ,Wastewater and Solid Waste Management* Process Safety including Inherently Safer Design • Energy Resources, Conversion and Utilization* Materials of Construction

Productivity Measurement Review

Author :
ISBN : UOM:35128001911310
Genre : Productivity accounting
File Size : 60. 72 MB
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Computer Simulation Studies In Condensed Matter Physics Xviii

Author : David P. Landau
ISBN : 9783540326403
Genre : Science
File Size : 22. 32 MB
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This status report features the most recent developments in the field, spanning a wide range of topical areas in the computer simulation of condensed matter/materials physics. Both established and new topics are included, ranging from the statistical mechanics of classical magnetic spin models to electronic structure calculations, quantum simulations, and simulations of soft condensed matter.

Financial Risk Management

Author : Steve L. Allen
ISBN : 9781118231647
Genre : Business & Economics
File Size : 29. 53 MB
Format : PDF, Mobi
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A top risk management practitioner addresses the essentialaspects of modern financial risk management In the Second Edition of Financial Risk Management +Website, market risk expert Steve Allen offers an insider'sview of this discipline and covers the strategies, principles, andmeasurement techniques necessary to manage and measure financialrisk. Fully revised to reflect today's dynamic environment and thelessons to be learned from the 2008 global financial crisis, thisreliable resource provides a comprehensive overview of the entirefield of risk management. Allen explores real-world issues such as proper mark-to-marketvaluation of trading positions and determination of needed reservesagainst valuation uncertainty, the structuring of limits to controlrisk taking, and a review of mathematical models and how they cancontribute to risk control. Along the way, he shares valuablelessons that will help to develop an intuitive feel for market riskmeasurement and reporting. Presents key insights on how risks can be isolated, quantified,and managed from a top risk management practitioner Offers up-to-date examples of managing market and creditrisk Provides an overview and comparison of the various derivativeinstruments and their use in risk hedging Companion Website contains supplementary materials that allowyou to continue to learn in a hands-on fashion long after closingthe book Focusing on the management of those risks that can besuccessfully quantified, the Second Edition of FinancialRisk Management + Websiteis the definitive source for managingmarket and credit risk.

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