Statistical Modeling And Applications On Real Time Problems

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Statistical Modeling And Applications On Real Time Problems

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Author : Chandra Shekhar
language : en
Publisher: CRC Press
Release Date : 2024-06-06

Statistical Modeling And Applications On Real Time Problems written by Chandra Shekhar and has been published by CRC Press this book supported file pdf, txt, epub, kindle and other format this book has been release on 2024-06-06 with Technology & Engineering categories.

In an era dominated by mathematical and statistical models, this book unravels the profound significance of these tools in decoding uncertainties within numerical, observational, and calculation-based data. From governmental institutions to private entities, statistical prediction models provide a critical framework for optimal decision-making, offering nuanced insights into diverse realms, from climate to production and beyond. This book ·Serves as a comprehensive resource in statistical modeling, methodologies, and optimization techniques across various domains. ·Features contributions from global authors; the compilation comprises 10 insightful chapters, each addressing critical aspects of estimation and optimization through statistical modeling. ·Covers a spectrum of topics, from non-parametric goodness-of-fit statistics to Bayesian applications; the book explores novel resampling methods, advanced measures for empirical mode, and transient behavior analysis in queueing systems. ·Includes asymptotic properties of goodness-of-fit statistics, practical applications of Bayesian Statistics, modifications to the Hard EM algorithm, and explicit transient probabilities. ·Culminates with an exploration of an inventory model for perishable items, integrating preservation technology and learning effects to determine the economic order quantity. This book stands as a testament to global collaboration, offering a rich tapestry of commendable statistical and mathematical modeling alongside real-world problem-solving. It is poised to ignite further exploration, discussion, and innovation in the realms of statistical modeling and optimization.

Statistical Outliers And Related Topics

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Author : Mir Masoom Ali
language : en
Publisher: CRC Press
Release Date : 2025-01-27

Statistical Outliers And Related Topics written by Mir Masoom Ali and has been published by CRC Press this book supported file pdf, txt, epub, kindle and other format this book has been release on 2025-01-27 with Mathematics categories.

The book is a collection of different aspects of outliers and related topics written by experts. Topics covered include definition of outliers, their sources, consequences, identification, computational and robustness issues, handling of outliers in diversified areas of statistics such as univariate and multivariate data, linear and generalized linear models, time series, linear functional and structural models, circular data, spatial data, big data, high dimensional data, multi-view data. The book emphasizes the importance of outliers, and will appeal to workers in Data Mining; which is one of the fastest-growing business applications of statistics. The book makes outlier detection methods widely usable by practitioners. Examples are drawn from various fields.

University Of Michigan Official Publication

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Author :
language : en
Publisher: UM Libraries
Release Date : 1965

University Of Michigan Official Publication written by and has been published by UM Libraries this book supported file pdf, txt, epub, kindle and other format this book has been release on 1965 with Education, Higher categories.

Catalogue Of The University Of Michigan

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Author : University of Michigan
language : en
Publisher:
Release Date : 1965

Catalogue Of The University Of Michigan written by University of Michigan and has been published by this book supported file pdf, txt, epub, kindle and other format this book has been release on 1965 with categories.

Announcements for the following year included in some vols.

Statistical Modeling And Applications On Real Time Problems

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Author : Chandra Shekhar
language : en
Publisher: CRC Press
Release Date : 2024-06-06

Statistical Modeling And Applications On Real Time Problems written by Chandra Shekhar and has been published by CRC Press this book supported file pdf, txt, epub, kindle and other format this book has been release on 2024-06-06 with Technology & Engineering categories.

In the dynamic landscape of modern data analysis, this curated guide by global experts explores the latest in statistical methodologies, modeling techniques, and optimization strategies. This comprehensive text offers insights into diverse fields such as engineering, economics, medicine, and agriculture, addressing real-world challenges. It delves into the intricacies of the Lomax distribution under a Type II censoring scheme, exploring various loss functions. The compilation uncovers estimators for population proportion, product of two population means, and more, supported by empirical and simulation studies. Additionally, it scrutinizes the prevalence of caesarean section deliveries in India, correlating with socio-economic factors. This book · Traverses diverse fields for insights into real-world challenges. · Delves into the intricacies of the Lomax distribution under a Type II censoring scheme. · Uncovers estimators supported by empirical and simulation studies. · Scrutinizes the prevalence of caesarean section deliveries in India, correlating with socio-economic factors. This compilation promises a holistic exploration of advanced statistical and optimization methods, offering readers valuable insights into their pragmatic applications across a spectrum of real-world issues.

Statistical Models And Methods For Financial Markets

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Author : Tze Leung Lai
language : en
Publisher: Springer Science & Business Media
Release Date : 2008-09-08

Statistical Models And Methods For Financial Markets written by Tze Leung Lai and has been published by Springer Science & Business Media this book supported file pdf, txt, epub, kindle and other format this book has been release on 2008-09-08 with Business & Economics categories.

The idea of writing this bookarosein 2000when the ?rst author wasassigned to teach the required course STATS 240 (Statistical Methods in Finance) in the new M. S. program in ?nancial mathematics at Stanford, which is an interdisciplinary program that aims to provide a master’s-level education in applied mathematics, statistics, computing, ?nance, and economics. Students in the programhad di?erent backgroundsin statistics. Some had only taken a basic course in statistical inference, while others had taken a broad spectrum of M. S. - and Ph. D. -level statistics courses. On the other hand, all of them had already taken required core courses in investment theory and derivative pricing, and STATS 240 was supposed to link the theory and pricing formulas to real-world data and pricing or investment strategies. Besides students in theprogram,thecoursealso attractedmanystudentsfromother departments in the university, further increasing the heterogeneity of students, as many of them had a strong background in mathematical and statistical modeling from the mathematical, physical, and engineering sciences but no previous experience in ?nance. To address the diversity in background but common strong interest in the subject and in a potential career as a “quant” in the ?nancialindustry,thecoursematerialwascarefullychosennotonlytopresent basic statistical methods of importance to quantitative ?nance but also to summarize domain knowledge in ?nance and show how it can be combined with statistical modeling in ?nancial analysis and decision making. The course material evolved over the years, especially after the second author helped as the head TA during the years 2004 and 2005.

Code Generation For Embedded Convex Optimization

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Author : Jacob Elliot Mattingley
language : en
Publisher: Stanford University
Release Date : 2011

Code Generation For Embedded Convex Optimization written by Jacob Elliot Mattingley and has been published by Stanford University this book supported file pdf, txt, epub, kindle and other format this book has been release on 2011 with categories.

Convex optimization is widely used, in many fields, but is nearly always constrained to problems solved in a few minutes or seconds, and even then, nearly always with a human in the loop. The advent of parser-solvers has made convex optimization simpler and more accessible, and greatly increased the number of people using convex optimization. Most current applications, however, are for the design of systems or analysis of data. It is possible to use convex optimization for real-time or embedded applications, where the optimization solver is a part of a larger system. Here, the optimization algorithm must find solutions much faster than a generic solver, and often has a hard, real-time deadline. Use in embedded applications additionally means that the solver cannot fail, and must be robust even in the presence of relatively poor quality data. For ease of embedding, the solver should be simple, and have minimal dependencies on external libraries. Convex optimization has been successfully applied in such settings in the past. However, they have usually necessitated a custom, hand-written solver. This requires signficant time and expertise, and has been a major factor preventing the adoption of convex optimization in embedded applications. This work describes the implementation and use of a prototype code generator for convex optimization, CVXGEN, that creates high-speed solvers automatically. Using the principles of disciplined convex programming, CVXGEN allows the user to describe an optimization problem in a convenient, high-level language, then receive code for compilation into an extremely fast, robust, embeddable solver.

Announcement

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Author : University of Michigan. College of Engineering
language : en
Publisher: UM Libraries
Release Date : 1962

Announcement written by University of Michigan. College of Engineering and has been published by UM Libraries this book supported file pdf, txt, epub, kindle and other format this book has been release on 1962 with Engineering schools categories.

Convex Optimization In Signal Processing And Communications

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Author : Daniel P. Palomar
language : en
Publisher: Cambridge University Press
Release Date : 2010

Convex Optimization In Signal Processing And Communications written by Daniel P. Palomar and has been published by Cambridge University Press this book supported file pdf, txt, epub, kindle and other format this book has been release on 2010 with Computers categories.

Leading experts provide the theoretical underpinnings of the subject plus tutorials on a wide range of applications, from automatic code generation to robust broadband beamforming. Emphasis on cutting-edge research and formulating problems in convex form make this an ideal textbook for advanced graduate courses and a useful self-study guide.

Critical Thinking And Problem Solving Strategies Applications And Psychological Insights

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Author : Marco Carotenuto
language : en
Publisher: BoD – Books on Demand
Release Date : 2025-05-28

Critical Thinking And Problem Solving Strategies Applications And Psychological Insights written by Marco Carotenuto 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 2025-05-28 with Psychology categories.

Critical Thinking and Problem Solving - Strategies, Applications, and Psychological Insights examines the complex nature of human thought and decision-making. Integrating concepts from educational psychology, cognitive science, psycholinguistics, and applied behavioral research, this book offers a diverse range of interdisciplinary viewpoints aimed at enhancing critical thinking and problem-solving abilities in both academic and real-life situations. In the initial section, readers will uncover effective strategies for promoting cognitive development within educational environments. Featuring metacognitive teaching tools like the H.O.T. Box and psycholinguistic insights on communication and interpretation, these chapters present practical approaches to help learners become reflective and adaptable thinkers. Additionally, the importance of scaffolding in academic writing and the incorporation of emotional elements into cognitive functions further showcase the intricacies involved in teaching and learning critical thinking. The second section explores wider psychological and theoretical realms. It challenges traditional perspectives by rethinking the unconscious as both a scientific and moral framework. A thorough exploration of the salience network and thalamus unveils new insights into perception and its significance in Gestalt psychotherapy. Moreover, real-world implications are discussed through the lens of predicting adaptive user behavior in the online travel sector. Merging empirical research with philosophical and educational viewpoints, this book is perfect for educators, psychologists, researchers, and anyone intrigued by the ever-evolving study of thought. It not only sheds light on the processes of thinking and problem-solving but also offers ways to enhance them.