Download or read book Bollettino della Unione matematica italiana written by and published by . This book was released on 1946 with total page 1274 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 Parallel Botany written by Leo Lionni and published by Knopf Books for Young Readers. This book was released on 1977 with total page 264 pages. Available in PDF, EPUB and Kindle. Book excerpt: "Leo Lionni here presents ... [an] imaginary plant kingdom .. Lionni marshals all the facts, all the fabulous lore and scholarship surrounding parallel plants ... And, too, he provides his own elegant, detailed, and scientifically accurate drawings of each nonexistent plant species"--Cover.
Download or read book Fragility Analysis of Complex Structural Systems written by Fabio Casciati and published by Wiley. This book was released on 1991-04-19 with total page 413 pages. Available in PDF, EPUB and Kindle. Book excerpt: Computer science and numerical methods are employed to analyze the ability of complex structural systems and their processes to resist special environmental events. Presents such methods as reliability analysis, random vibration and expert system applications and assesses the adequacy of each against the mechanical model. Practical applications are illustrated by many examples in engineering, nuclear and conventional power plants, aerospace industry and civil engineering.
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 Soft Power written by Mingjiang Li and published by Lexington Books. This book was released on 2009-08-15 with total page 286 pages. Available in PDF, EPUB and Kindle. Book excerpt: Soft power has become a very popular concept in international affairs, appearing in government policy papers, academic discussions, and the popular media. In China, soft power has become one of the most frequently used phrases among political leaders, leading academics, and journalists. Defined against hard power, which often involves threat and coercion, soft power applies attraction, persuasion, and cooperation, finding its sources in culture, political values, and foreign policies. China, rich in culture and traditional philosophy, boasts abundant sources of soft power. Soft Power attempts to analyze the domestic and international views of China's soft power, the main strengths and weaknesses of China's soft power, and the application of soft power in China's international politics. It provides a comprehensive exploration of the soft power dimension in China's foreign relations by integrating views from various disciplines, such as history, education, culture, political economy, comparative politics, and philosophy. The book argues that soft power has become a very popular concept in China, that China is contemplating and exploring an innovative strategy in its rise and international politics, and that there have been quite a few notable elements of this in China's diplomatic practice, including softer rhetoric, promotion of the Chinese culture abroad, economic diplomacy, and image building. The book also argues that the limitations of China's soft power primarily stem from political values and China's own transitions, and reflects the reality that views and opinions regarding China's soft power are fairly diverse both in China and in the international arena.
Download or read book Introduction to Data Science and Machine Learning written by Keshav Sud and published by BoD – Books on Demand. This book was released on 2020-03-25 with total page 233 pages. Available in PDF, EPUB and Kindle. Book excerpt: Introduction to Data Science and Machine Learning has been created with the goal to provide beginners seeking to learn about data science, data enthusiasts, and experienced data professionals with a deep understanding of data science application development using open-source programming from start to finish. This book is divided into four sections: the first section contains an introduction to the book, the second covers the field of data science, software development, and open-source based embedded hardware; the third section covers algorithms that are the decision engines for data science applications; and the final section brings together the concepts shared in the first three sections and provides several examples of data science applications.
Download or read book The Rhetoric of Soft Power written by Craig Hayden and published by Lexington Books. This book was released on 2012 with total page 309 pages. Available in PDF, EPUB and Kindle. Book excerpt: The Rhetoric of Soft Power: Public Diplomacy in Global Contexts provides a comparative assessment of public diplomacy and strategic communication initiatives in order to portray how Joseph Nye's notion of "soft power" has translated into context-specific strategies of international influence. The book examines four cases--Japan, Venezuela, China, and the United States--to illuminate the particular significance of culture, foreign publics, and communication technologies for the foreign policy ambitions of each country. This study explores the notion of soft power as a set of theoretical arguments about power, and as a reflection of how nation-states perceive what is an increasingly necessary perspective on international relations in an age of ubiquitous global communication flows and encroaching networks of non-state actors. Through an analysis of policy discourse, public diplomacy initiatives, and related programs of strategic influence, soft power in each case represents a localized set of assumptions about the requirements of persuasion, the relevance of foreign audiences to state goals, and the perception of what counts as a soft power resource. This timely analysis provides an unprecedented comparative investigation of the relationship between soft power and public diplomacy.
Download or read book New Foreign Policy Actors in China written by LINDA JAKOBSON. and published by . This book was released on 2022 with total page 0 pages. Available in PDF, EPUB and Kindle. Book excerpt:
Download or read book The Making of Chinese Foreign and Security Policy in the Era of Reform written by David M. Lampton and published by Stanford University Press. This book was released on 2001 with total page 528 pages. Available in PDF, EPUB and Kindle. Book excerpt: This is the most comprehensive, in-depth account of how Chinese foreign and security policy is made and implemented during the reform era. It includes the contributions of more than a dozen scholars who undertook field research in the People's Republic of China, South Korea, and Taiwan.
Download or read book Charm Offensive written by Joshua Kurlantzick and published by Yale University Press. This book was released on 2007-01-01 with total page 320 pages. Available in PDF, EPUB and Kindle. Book excerpt: At the beginning of the twenty-first century, China is poised to become a major global power. And though much has been written of China's rise, a crucial aspect of this transformation has gone largely unnoticed: the way that China is using soft power to appeal to its neighbours and to distant countries alike. This original book is the first to examine the significance of China's recent focus on soft power, that is, diplomacy, trade incentives, cultural and educational exchange opportunities, and other techniques, to project a benign national image, pose as a model of social and economic success, and develop stronger international alliances. Drawing on years of experience tracking China's policies in Southeast Asia, Latin America, and Africa, Joshua Kurlantzick reveals how China has wooed the world with a charm offensive that has largely escaped the attention of American policymakers. Beijing's new diplomacy has altered the political landscape in Southeast Asia and far beyond, changing the dynamics of China's relationships with other countries. China also has worked to take advantage of American policy mistakes, the author contends. In a provocative conclusion, he considers a future in which China may be the first nation since the Soviet Union to rival the U.S. in international influence.
Download or read book AIJ Recommendations for Loads on Buildings written by Architectural institute of Japan (AIJ) and published by . This book was released on 1996 with total page 133 pages. Available in PDF, EPUB and Kindle. Book excerpt:
Download or read book Fundamentals of Statistical Hydrology written by Mauro Naghettini and published by Springer. This book was released on 2016-10-26 with total page 658 pages. Available in PDF, EPUB and Kindle. Book excerpt: This textbook covers the main applications of statistical methods in hydrology. It is written for upper undergraduate and graduate students but can be used as a helpful guide for hydrologists, geographers, meteorologists and engineers. The book is very useful for teaching, as it covers the main topics of the subject and contains many worked out examples and proposed exercises. Starting from simple notions of the essential graphical examination of hydrological data, the book gives a complete account of the role that probability considerations must play during modelling, diagnosis of model fit, prediction and evaluating the uncertainty in model predictions, including the essence of Bayesian application in hydrology and statistical methods under nonstationarity. The book also offers a comprehensive and useful discussion on subjective topics, such as the selection of probability distributions suitable for hydrological variables. On a practical level, it explains MS Excel charting and computing capabilities, demonstrates the use of Winbugs free software to solve Monte Carlo Markov Chain (MCMC) simulations, and gives examples of free R code to solve nonstationary models with nonlinear link functions with climate covariates.
Download or read book Soft Power With Chinese Characteristics written by Ying Zhu and published by Routledge. This book was released on 2019-12-05 with total page 284 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book examines the Chinese Communist Party’s attempts to improve China’s image around the world, thereby increasing its "soft power." This soft, attractive form of power is crucial if China is to avoid provoking an international backlash against its growing military and economic might. The volume focuses on the period since Xi Jinping came to power in 2012, and is global in scope, examining the impact of Chinese policies from Hong Kong and Taiwan to Africa and South America. The book explains debates over soft power within China and delves into case studies of important policy areas for China’s global image campaign, such as film, news media and the Confucius Institutes. The most comprehensive work of its kind, the volume presents a picture of a Chinese leadership that has access to vast material resources and growing global influence but often struggles to convert these resources into genuine international affection. With a foreword by Joseph Nye, Soft Power With Chinese Characteristics will be invaluable to students and scholars of Chinese politics and Chinese media, as well as international relations and world politics more generally.