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Illuminating Statistical Analysis Using Scenarios And Simulations

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Illuminating Statistical Analysis Using Scenarios And Simulations

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Author : Jeffrey E. Kottemann
language : en
Publisher: John Wiley & Sons
Release Date : 2017-03-06

Illuminating Statistical Analysis Using Scenarios And Simulations written by Jeffrey E. Kottemann and has been published by John Wiley & Sons this book supported file pdf, txt, epub, kindle and other format this book has been release on 2017-03-06 with Mathematics categories.

Features an integrated approach of statistical scenarios and simulations to aid readers in developing key intuitions needed to understand the wide ranging concepts and methods of statistics and inference Illuminating Statistical Analysis Using Scenarios and Simulations presents the basic concepts of statistics and statistical inference using the dual mechanisms of scenarios and simulations. This approach helps readers develop key intuitions and deep understandings of statistical analysis. Scenario-specific sampling simulations depict the results that would be obtained by a very large number of individuals investigating the same scenario, each with their own evidence, while graphical depictions of the simulation results present clear and direct pathways to intuitive methods for statistical inference. These intuitive methods can then be easily linked to traditional formulaic methods, and the author does not simply explain the linkages, but rather provides demonstrations throughout for a broad range of statistical phenomena. In addition, induction and deduction are repeatedly interwoven, which fosters a natural "need to know basis" for ordering the topic coverage. Examining computer simulation results is central to the discussion and provides an illustrative way to (re)discover the properties of sample statistics, the role of chance, and to (re)invent corresponding principles of statistical inference. In addition, the simulation results foreshadow the various mathematical formulas that underlie statistical analysis. In addition, this book: • Features both an intuitive and analytical perspective and includes a broad introduction to the use of Monte Carlo simulation and formulaic methods for statistical analysis • Presents straight-forward coverage of the essentials of basic statistics and ensures proper understanding of key concepts such as sampling distributions, the effects of sample size and variance on uncertainty, analysis of proportion, mean and rank differences, covariance, correlation, and regression • Introduces advanced topics such as Bayesian statistics, data mining, model cross-validation, robust regression, and resampling • Contains numerous example problems in each chapter with detailed solutions as well as an appendix that serves as a manual for constructing simulations quickly and easily using Microsoft® Office Excel® Illuminating Statistical Analysis Using Scenarios and Simulations is an ideal textbook for courses, seminars, and workshops in statistics and statistical inference and is appropriate for self-study as well. The book also serves as a thought-provoking treatise for researchers, scientists, managers, technicians, and others with a keen interest in statistical analysis. Jeffrey E. Kottemann, Ph.D., is Professor in the Perdue School at Salisbury University. Dr. Kottemann has published articles in a wide variety of academic research journals in the fields of business administration, computer science, decision sciences, economics, engineering, information systems, psychology, and public administration. He received his Ph.D. in Systems and Quantitative Methods from the University of Arizona.

Illuminating Statistical Analysis Using Scenarios And Simulations

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Author : Jeffrey E. Kottemann
language : en
Publisher: John Wiley & Sons
Release Date : 2017-02-09

Problem Solving By Simulation

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Author : András Jávor
language : en
Publisher:
Release Date : 1990

Problem Solving By Simulation written by András Jávor and has been published by this book supported file pdf, txt, epub, kindle and other format this book has been release on 1990 with Computer simulation categories.

Organizational Simulation

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Author : William B. Rouse
language : en
Publisher: John Wiley & Sons
Release Date : 2005-07-22

Organizational Simulation written by William B. Rouse and has been published by John Wiley & Sons this book supported file pdf, txt, epub, kindle and other format this book has been release on 2005-07-22 with Technology & Engineering categories.

From modeling and simulation to games and entertainment With contributions from leaders in systems and organizational modeling, behavioral and social sciences, computing and visualization, and gaming and entertainment, Organizational Simulation both articulates the grand vision of immersive environments and shows, in detail, how to realize it. This book offers unparalleled insight into the cutting edge of the field, since it was written by those who actually researched, designed, developed, deployed, marketed, sold, and critiqued today's best organizational simulations. The coverage is divided into four sections: * Introduction outlines the need for organizational simulation to support strategic thinking, design of unprecedented systems, and organizational learning, including the functionality and technology required to enable this support * Behaviors covers the state of knowledge of individual, group, and team behaviors and performance, how performance can best be supported, how performance is affected by national differences, and how organizational performance can best be measured * Modeling describes the latest approaches to modeling and simulating people, groups, teams, and organizations, as well as narrative contexts and organizational environments within which these entities act, drawing from a rich set of modeling methods and tools * Simulations and Games illustrates a wide range of fielded simulations, games, and entertainment, including the methods and tools employed for designing, developing, deploying, and evaluating these systems, as well as the social implications for the associated communities that have emerged Addressing all levels of organizational simulation architecture with theories and applications, and enabling technologies for each, Organizational Simulation offers students and professionals the premier reference and practical toolbox for this dynamic field.

Digital Twin Computing For Urban Intelligence

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Author : Saeid Pourroostaei Ardakani
language : en
Publisher: Springer Nature
Release Date : 2024-12-24

Digital Twin Computing For Urban Intelligence written by Saeid Pourroostaei Ardakani and has been published by Springer Nature this book supported file pdf, txt, epub, kindle and other format this book has been release on 2024-12-24 with Science categories.

Digital Twin Computing for Urban Intelligence focuses on new and ongoing discourses in interdisciplinary research and practice in urban system and smart city development pathways. It approaches digital twin fundamentals and principals including theoretical foundations, conceptualisations, strategies and services/patterns to define and adapt digital twin solutions for urban applications - mainly sustainability. This book highlights promising case studies and outlines digital twin design models and system architecture by examining key digital twin deployment practices such as data analysis, decision making, and service automation in the line with intelligent urban planning. It also emphasises on DT technologies such as cloud computing, AI, IoTs, and smart virtualisation and outlines the key benefits of the DT solutions in urban applications - mainly control and planning. This book is intended for a wide range of audiences, including interested layperson audiences, undergraduate and graduate students in university, and researchers. The key benefits of this book are: 1- To introduce the theoretical principles and fundamentals of DT computing for urban intelligence. 2- To present the state-of-the-art DT technologies in urban planning and control. 3- To describe the practical deployment process of DT computing solutions for urban sustainability and intelligence.

Millimeter Wave Radio Channels

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Author : Naveed Iqbal
language : en
Publisher: BoD – Books on Demand
Release Date : 2023

Millimeter Wave Radio Channels written by Naveed Iqbal and has been published by BoD – Books on Demand this book supported file pdf, txt, epub, kindle and other format this book has been release on 2023 with categories.

In dieser Arbeit werden drei grundlegende Probleme der Modellierung von Drahtloskanälen für die Anwendung bei der Funkkanalmodellierung im Millimeterwellenbereich (mmWave) untersucht, nämlich (i) die Frequenzabhängigkeit der Ausbreitung, (ii) der Einfluss der Antennenrichtwirkung auf die Definition des Kanalmodells und (iii) der Einfluss der Systembandbreite auf die Funkkanalmodellierung. Die detaillierte Beschreibung dieser Probleme lautet wie folgt: (i) Frequenzabhängigkeit der Ausbreitung. Mehrband-Messkampagnen werden mit Richtantennen durchgeführt, die eine omnidirektionale Abtastung der Ausbreitungsumgebung vornehmen. Während der Messungen werden die Tx-Rx-Systeme an festen Positionen platziert und die Ausbreitungsumgebung bleibt so statisch wie möglich. Mit Hilfe von synthetisierten omnidirektionalen Verzögerungs-Leistungsprofilen soll untersucht werden, ob es eine Frequenzabhängigkeit in der Mehrwegeausbreitungsstatistik gibt, z.B. in der Verzögerung und der Winkelspreizung. (ii) Einfluss der Antennenrichtwirkung auf die Definition des Kanalmodells. Es werden Messungen des schnellen Schwunds durchgeführt, die ein Szenario emulieren, bei dem eine Funkverbindung über ein einzelnes Mehrwege-Cluster aufgebaut wird, das mit Antennen mit unterschiedlichen Strahlbreiten ausgeleuchtet wird. Das Hauptziel ist hier die Untersuchung des Einflusses der räumlichen Filterung auf den schnellen Schwund aufgrund der hohen Antennenrichtwirkung. Insbesondere wird die Auswirkung auf Variationen der Empfangssignalstärke und die Gültigkeit der Annahme der schmalbandigen Stationarität im weiteren Sinne (sowohl im Zeit- als auch im Frequenzbereich) untersucht. (iii) Einfluss der Systembandbreite auf die Funkkanalmodellierung. Messungen des schnellen Schwunds werden verwendet, um Mehrwege-Cluster in einem Hörsaal-Szenario auszuleuchten. Das primäre Ziel ist es, den Einfluss einer hohen Systembandbreite auf die Variationen der Empfangssignalstärke, die Zufälligkeit des Kreuzpolarisationsverhältnisses und die Reichhaltigkeit der Mehrwegstreuung zu untersuchen. Basierend auf der Charakterisierung realistischer Funkkanäle führen die in dieser Dissertation vorgestellten Ergebnisse zu dem Verständnis, dass beim Übergang zu höheren Frequenzen die Frequenz x selbst keine signifikante Rolle bei der Definition der Kanalmodellierungsmethodik spielt. Vielmehr ist es von grundlegender Bedeutung, wie ein Ausbreitungskanal ausgeleuchtet wird. Daher zeigt sich, dass mmWave-Systemeigenschaften wie eine hohe Antennenrichtcharakteristik und Systembandbreite einen hohen Einfluss auf die Definition des Kanalmodells haben. Im Allgemeinen ist die Skalierung der Schwundtiefe als Funktion der Systembandbreite ziemlich gut verstanden. Wir zeigen, dass die hohe Antennenrichtwirkung von mmWave-Systemen zu einer weiteren Reduzierung der Schwundtiefe führt. Zusätzlich erforschen wir einige neue Richtungen in diesem Forschungsbereich, die auf der Analyse der Statistik zweiter Ordnung des Kanalimpulsantwort-Vektors basieren. Unsere Ergebnisse unterstreichen, dass die Schwund-Statistiken der auflösbaren Kanalabgriffe in einem mmWave-Funkkanal nicht als Rayleigh-Rice-verteilte Zufallsvariablen modelliert werden können. Dies liegt vor allem daran, dass durch die hohe Antennenrichtwirkung und Bandbreite von mmWave-Systemen Kanäle mit spärlichen Streubedingungen ausgeleuchtet werden. Folglich ist die Annahme komplexer Gaus'scher Zufallsvariablen, die mit Rayleigh-Rice Schwundverteilungen verbunden ist, nicht mehr gültig. Des Weiteren wird gezeigt, dass die hohe Antennenrichtwirkung und Bandbreite von mmWave-Systemen auch die Gültigkeit der Annahme von Stationarität im weiteren Sinne im Slow-Time-Bereich von mmWave-Funkkanälen in Frage stellt. Die in diesem Beitrag vorgestellten Ergebnisse sind neuartig und bieten theoretisch konsistente Einblicke in den gemessenen Funkkanal.

Managing Risk

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Author : Barrett Williams
language : en
Publisher: Barrett Williams
Release Date : 2024-12-21

Managing Risk written by Barrett Williams and has been published by Barrett Williams this book supported file pdf, txt, epub, kindle and other format this book has been release on 2024-12-21 with Business & Economics categories.

**Master the Art of Risk Management for Project Success** In a world where uncertainty is the only certainty, managing risk becomes not just a necessity but an art form. Introducing *Managing Risk*, an essential guide that unravels the complexities of risk management in projects, arming you with the tools you need to turn potential pitfalls into pathways to success. Begin your journey with a comprehensive introduction to understanding risk in the context of projects. Explore why effective risk management can be the deciding factor between triumphant success and chaotic failure. Dispel common misconceptions that might be holding you back from achieving exceptional outcomes. Dive into the mechanics of identifying project risks. Learn cutting-edge techniques and tools for documentation that streamline your risk identification process. Categorize risks efficiently for a smoother management experience that empowers you to act with precision and insight. Venture further as *Managing Risk* delves into both qualitative and quantitative analysis techniques to prioritize risks based on their impact and likelihood. Equip yourself with robust strategies for developing risk response plans and contingency arrangements. Discover how to allocate resources strategically to mitigate potential disruptions before they materialize. As you progress, gain an understanding of effective risk monitoring and control. Harness technology to stay ahead of the curve, and refine your strategies with real-time data and insights. Communication is key—learn optimal techniques for engaging with stakeholders to build consensus and drive cooperative risk management efforts. Turn project failures into lessons for future success. Document valuable insights and foster a culture of risk awareness within your team. Advance into the future with confidence, utilizing emerging technologies and aligning risk management practices with your broader business strategy. Complete with case studies and lessons from industry leaders, *Managing Risk* is not just a manual—it's a comprehensive toolkit for navigating the turbulent waters of project management with foresight and ethical integrity. Transform uncertainty into opportunity and master the art of risk management. Your projects—and your peace of mind—depend on it.

Smart Trends In Computing And Communications

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Author : Tomonobu Senjyu
language : en
Publisher: Springer Nature
Release Date : 2024-05-14

Smart Trends In Computing And Communications written by Tomonobu Senjyu and has been published by Springer Nature this book supported file pdf, txt, epub, kindle and other format this book has been release on 2024-05-14 with Computers categories.

This book gathers high-quality papers presented at the Eighth International Conference on Smart Trends in Computing and Communications (SmartCom 2024), organized by Global Knowledge Research Foundation (GR Foundation) from 12 to 13 January 2024 in Pune, India. It covers the state-of-the-art and emerging topics in information, computer communications, and effective strategies for their use in engineering and managerial applications. It also explores and discusses the latest technological advances in, and future directions for, information and knowledge computing and its applications.

Image Politics Of Climate Change

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Author : Birgit Schneider
language : en
Publisher: transcript Verlag
Release Date : 2014-06-15

Image Politics Of Climate Change written by Birgit Schneider and has been published by transcript Verlag this book supported file pdf, txt, epub, kindle and other format this book has been release on 2014-06-15 with Art categories.

Scientific research on climate change has given rise to a variety of images picturing climate change. These range from colorful expert graphics, model visualizations, photographs of extreme weather events like floods, droughts or melting ice, symbols like polar bears, to animated and interactive visualizations. Climate change graphics have not only increased knowledge about the subject, they have begun to influence popular awareness of global weather events. The status of climate pictures today is particularly crucial, as global climate change as a long-term process cannot be seen. When images are widely distributed, they are able to shape how the world is thought about and seen. It is this implicit basic assumption of the power of images to influence reality that this book addresses: today's images might become the blueprint for tomorrow's realities. »Image Politics of Climate Change« combines a wide interdisciplinary range of perspectives and questions, treated here in sixteen interdisciplinary case studies. The author's specializations include both visual practice and theory: in the fields of climate sciences, computer graphics, art, curating, art history and visual studies, communication and cultural science, environmental and science & technology studies. The close interlinking of these viewpoints promotes in-depth insights into issues of production and analysis of climate visualization.

Trajectory Analysis In Health Care

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Author : David W. Hollar
language : en
Publisher: Springer
Release Date : 2017-08-28

Trajectory Analysis In Health Care written by David W. Hollar and has been published by Springer this book supported file pdf, txt, epub, kindle and other format this book has been release on 2017-08-28 with Medical categories.

This innovative volume introduces Trajectory Analysis, a new systems-based approach to measuring nonlinear dynamics in continuous change, to public health and epidemiology. It synthesizes influential strands of statistical and probability science (including chaos theory and catastrophe theory) to complement existing methods and models used in the health fields. The computational framework featured here pinpoints complex cause-and-effect processes in behavioral change as individuals and populations adjust to health interventions, with examples from neuroscience and cardiology. But this is no mere academic exercise, as the author illustrates how these methods can be harnessed toward finding real-world answers to longstanding public health problems, starting with treatment recidivism. Included in the coverage: · The universality of physical principles in the analysis of health and disease · The problem of recidivism in healthcare intervention studies · Stability and reversibility/irreversibility of health conditions · Chaos theory and sensitive dependence on initial conditions · Applications in health monitoring and geographic systems · Simulations, applications, and the challenge for public health A stimulating new take on statistics with powerful implications for future study, practice, and policy, Trajectory Analysis in Health Care should interest public health epidemiologists, researchers, clinicians, and policymakers.

Illuminating Statistical Analysis Using Scenarios And Simulations

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