Download or read book Machine Learning Approaches in Financial Analytics written by Leandros A. Maglaras and published by Springer Nature. This book was released on with total page 485 pages. Available in PDF, EPUB and Kindle. Book excerpt:

Download or read book Finanza quantitativa e modelli matematici written by Giuseppe Curci and published by . This book was released on 2007 with total page 416 pages. Available in PDF, EPUB and Kindle. Book excerpt:

Download or read book Dizionario Di Economia E Finanza written by Francesco Cesari and published by . This book was released on 1988 with total page 434 pages. Available in PDF, EPUB and Kindle. Book excerpt:

Download or read book Principles of Copula Theory written by Fabrizio Durante and published by CRC Press. This book was released on 2015-07-01 with total page 331 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book gives readers the solid and formal mathematical background to apply copulas to a range of mathematical areas, such as probability, real analysis, measure theory, and algebraic structures. The authors prove the results as simply as possible and unify various methods scattered throughout the literature in common frameworks, including shuffles of copulas. They also explore connections with related functions, such as quasi-copulas, semi-copulas, and triangular norms, that have been used in different domains.

Download or read book Dependence Modeling written by Harry Joe and published by World Scientific. This book was released on 2011 with total page 370 pages. Available in PDF, EPUB and Kindle. Book excerpt: 1. Introduction : Dependence modeling / D. Kurowicka -- 2. Multivariate copulae / M. Fischer -- 3. Vines arise / R.M. Cooke, H. Joe and K. Aas -- 4. Sampling count variables with specified Pearson correlation : A comparison between a naive and a C-vine sampling approach / V. Erhardt and C. Czado -- 5. Micro correlations and tail dependence / R.M. Cooke, C. Kousky and H. Joe -- 6. The Copula information criterion and Its implications for the maximum pseudo-likelihood estimator / S. Gronneberg -- 7. Dependence comparisons of vine copulae with four or more variables / H. Joe -- 8. Tail dependence in vine copulae / H. Joe -- 9. Counting vines / O. Morales-Napoles -- 10. Regular vines : Generation algorithm and number of equivalence classes / H. Joe, R.M. Cooke and D. Kurowicka -- 11. Optimal truncation of vines / D. Kurowicka -- 12. Bayesian inference for D-vines : Estimation and model selection / C. Czado and A. Min -- 13. Analysis of Australian electricity loads using joint Bayesian inference of D-vines with autoregressive margins / C. Czado, F. Gartner and A. Min -- 14. Non-parametric Bayesian belief nets versus vines / A. Hanea -- 15. Modeling dependence between financial returns using pair-copula constructions / K. Aas and D. Berg -- 16. Dynamic D-vine model / A. Heinen and A. Valdesogo -- 17. Summary and future directions / D. Kurowicka

Download or read book Mathematical Modeling in Economics and Finance Probability Stochastic Processes and Differential Equations written by Steven R. Dunbar and published by American Mathematical Soc.. This book was released on 2019-04-03 with total page 250 pages. Available in PDF, EPUB and Kindle. Book excerpt: Mathematical Modeling in Economics and Finance is designed as a textbook for an upper-division course on modeling in the economic sciences. The emphasis throughout is on the modeling process including post-modeling analysis and criticism. It is a textbook on modeling that happens to focus on financial instruments for the management of economic risk. The book combines a study of mathematical modeling with exposure to the tools of probability theory, difference and differential equations, numerical simulation, data analysis, and mathematical analysis. Students taking a course from Mathematical Modeling in Economics and Finance will come to understand some basic stochastic processes and the solutions to stochastic differential equations. They will understand how to use those tools to model the management of financial risk. They will gain a deep appreciation for the modeling process and learn methods of testing and evaluation driven by data. The reader of this book will be successfully positioned for an entry-level position in the financial services industry or for beginning graduate study in finance, economics, or actuarial science. The exposition in Mathematical Modeling in Economics and Finance is crystal clear and very student-friendly. The many exercises are extremely well designed. Steven Dunbar is Professor Emeritus of Mathematics at the University of Nebraska and he has won both university-wide and MAA prizes for extraordinary teaching. Dunbar served as Director of the MAA's American Mathematics Competitions from 2004 until 2015. His ability to communicate mathematics is on full display in this approachable, innovative text.

Download or read book Hands On Machine Learning with R written by Brad Boehmke and published by CRC Press. This book was released on 2019-11-07 with total page 373 pages. Available in PDF, EPUB and Kindle. Book excerpt: Hands-on Machine Learning with R provides a practical and applied approach to learning and developing intuition into today’s most popular machine learning methods. This book serves as a practitioner’s guide to the machine learning process and is meant to help the reader learn to apply the machine learning stack within R, which includes using various R packages such as glmnet, h2o, ranger, xgboost, keras, and others to effectively model and gain insight from their data. The book favors a hands-on approach, providing an intuitive understanding of machine learning concepts through concrete examples and just a little bit of theory. Throughout this book, the reader will be exposed to the entire machine learning process including feature engineering, resampling, hyperparameter tuning, model evaluation, and interpretation. The reader will be exposed to powerful algorithms such as regularized regression, random forests, gradient boosting machines, deep learning, generalized low rank models, and more! By favoring a hands-on approach and using real word data, the reader will gain an intuitive understanding of the architectures and engines that drive these algorithms and packages, understand when and how to tune the various hyperparameters, and be able to interpret model results. By the end of this book, the reader should have a firm grasp of R’s machine learning stack and be able to implement a systematic approach for producing high quality modeling results. Features: · Offers a practical and applied introduction to the most popular machine learning methods. · Topics covered include feature engineering, resampling, deep learning and more. · Uses a hands-on approach and real world data.

Download or read book A New History of the Humanities written by Rens Bod and published by Oxford University Press, USA. This book was released on 2013 with total page 401 pages. Available in PDF, EPUB and Kindle. Book excerpt: Offers the first overarching history of the humanities from Antiquity to the present.

Download or read book The Unconscious as Infinite Sets written by Ignacio Matte Blanco and published by Routledge. This book was released on 2018-03-29 with total page 462 pages. Available in PDF, EPUB and Kindle. Book excerpt: A systematic effort to rethink Freud's theory of the unconscious, aiming to separate out the different forms of unconsciousness. The logico-mathematical treatment of the subject is made easy because every concept used is simple and simply explained from first principles. Each renewed explanation of the facts brings the emergence of new knowledge from old material of truly great importance to the clinician and the theorist alike. A highly original book that ought to be read by everyone interested in psychiatry or in Freudian psychology.

Download or read book An Outline of the Science of Political Economy written by Nassau William Senior and published by . This book was released on 1836 with total page 114 pages. Available in PDF, EPUB and Kindle. Book excerpt:

Download or read book The Economics of the Trade Union written by Alison L. Booth and published by Cambridge University Press. This book was released on 1995 with total page 316 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book analyses the crucial features of unionised labour markets. The models in the book refer to labour contracts between unions and management, but the method of analysis is also applicable to non-union labour markets where workers have some market power. In this book, Alison Booth, a researcher in the field, emphasises the connection between theoretical and empirical approaches to studying unionised labour markets. She also highlights the importance of taking into account institutional differences between countries and sectors when constructing models of the unionised labour market. While the focus of the book is on the US and British unionised labour markets, the models and analytical methods are applicable to other industrialised countries with appropriate modifications.

Download or read book Enterprise and American Law 1836 1937 written by Herbert Hovenkamp and published by Harvard University Press. This book was released on 2009-06-01 with total page 470 pages. Available in PDF, EPUB and Kindle. Book excerpt: In this integration of law and economic ideas, Herbert Hovenkamp charts the evolution of the legal framework that regulated American business enterprise from the time of Andrew Jackson through the first New Deal. He reveals the interdependent relationship between economic theory and law that existed in these decades of headlong growth and examines how this relationship shaped both the modern business corporation and substantive due process. Classical economic theory--the cluster of ideas about free markets--became the guiding model for the structure and function of both private and public law. Hovenkamp explores the relationship of classical economic ideas to law in six broad areas related to enterprise in the nineteenth and early twentieth centuries. He traces the development of the early business corporation and maps the rise of regulated industry from the first charterbased utilities to the railroads. He argues that free market political economy provided the intellectual background for constitutional theory and helped define the limits of state and federal regulation of business behavior. The book also illustrates the unique American perspective on political economy reflected in the famous doctrine of substantive due process. Finally, Hovenkamp demonstrates the influence of economic theory on labor law and gives us a reexamination of the antitrust movement, the most explicit intersection of law and economics before the New Deal. Legal, economic, and intellectual historians and political scientists will welcome these trenchant insights on an influential period in American constitutional and corporate history.

Download or read book Machine Learning in Business written by JOHN. HULL C and published by . This book was released on 2021 with total page 0 pages. Available in PDF, EPUB and Kindle. Book excerpt: "The big data revolution is changing the way businesses operate and the skills required by managers. In creating the third edition, John Hull has continued to improve his material and added many new examples. The book explains the most popular machine learning algorithms clearly and succinctly; provides many examples of applications of machine learning in business; provides the knowledge managers need to work productively with data science professionals; has an accompanying website with data, worksheets, and Python code"--Back of cover.

Download or read book Welfare Space written by Stefano Munarin and published by List. This book was released on 2015 with total page 0 pages. Available in PDF, EPUB and Kindle. Book excerpt: The book consists of two parts. In the first we attempt to define the concept of "welfare space", discussing the current state of the concept. In the second instead, we analyze the spatial results of the welfare policies that have been enacted in the Venet

Download or read book The Carolingian Economy written by Adriaan Verhulst and published by Cambridge University Press. This book was released on 2002-10-17 with total page 176 pages. Available in PDF, EPUB and Kindle. Book excerpt: Sample Text

Download or read book Introduction to Medieval History written by Paolo Delogu and published by Bristol Classical Press. This book was released on 2002-09-26 with total page 266 pages. Available in PDF, EPUB and Kindle. Book excerpt: An introduction to the sources, methods and theories most used by historians, this book explores the origins of the idea of the 'middle ages' and its development in Renaissance and modern European historical discourse, the problem of periodisation and the principal themes of modern historiography.

Download or read book The Changing Global Economy and its Impact on International Entrepreneurship written by Hamid Etemad and published by Edward Elgar Publishing. This book was released on 2016-05-27 with total page 330 pages. Available in PDF, EPUB and Kindle. Book excerpt: The Changing Global Economy and its Impact on International Entrepreneurshipaddresses different changes and challenges that small and medium sized enterprises (SMEs) face in an economy where they need to compete at home and cannot refrain from participating in international markets. Contributors examine diverse SMEs that have succeeded in the face of adversity. They offer a combination of practical strategies and efficient tactics, grounded in solid theory and research, for firms in different competitive industries. This volume presents a collection of 12 carefully selected chapters that highlight challenging real-world cases to illustrate a variety of difficult problems. Hamid Etemad presents an analytical framework with three levels of analysis - entrepreneurial level, firm level, and institutional level - to document comprehensive, realistic and experientially-based entrepreneurial initiatives, potent firm and public policy strategies and informative and applicable results. The interactive structural design of this book offers progressively higher levels of analysis and incisive lessons, which make it perfect for academics interested in the rich range of theories, methodologies and topics surrounding SMEs' internationalization processes. Its analysis will also inform management and effective policy formulation for entrepreneurs, managers, and policymakers. Contributors:J. Almarri, S. Aureli, L. Battaglia, E. Cedrola, M. Del Baldo, S. Denicolai, N. Dominguez, H. Etemad, B. Hagen, E.J.B. Jørgensen, K. Juusola, D. Kabbara, S. Kock, H. Le Nguyen, J.I.G. Meewella, M. Migliaccio, A.G. Quaranta, E. Rasmussen, F. Rivetti, V. Stanisauskaite, I. Wictor, A. Zucchella