Classification and Clustering in Business Cycle Analysis PDF Download

Author: Ullrich Heilemann
Publisher: Duncker & Humblot
ISBN: 342852425X
Category : Business & Economics
Languages : en
Pages : 168

View

Book Description
The analysis of cyclical macroeconomic phenomena is an important field of econometric research. In the recent past, research interests have de-emphasized quantitative forecasting exercises and have addressed the qualitative diagnosis of the relative stance of the economy regarding »upswing«, »recession«, or »boom« periods, i. e. the classification of the state of the economy into a limited number of discrete states. In this context the principal challenge is to reduce the multifaceted and sometimes abundant quantitative information about the business cycle to such qualitative statements in an efficient way. For more than six years this task was the focus of the project »Multivariate determination and analysis of business cycles« within the SFB 475 »Reduction of complexity in multivariate data structures«, funded by the German Research Foundation (DFG). The necessity for complexity reduction is, of course, not unique to business cycle analysis but is studied in many fields and in a number of ways. This broad interest in the reduction of problem dimensionality and in the appropriate combination of data and of theory caused the RWI Essen and the Statistical Department of the University of Dortmund in January 2002 to hold a workshop at the RWI Essen where the findings of this and similar projects were presented and discussed. The present publication collects revised versions of the papers presented at this workshop. Although the workshop took place some five years ago, these papers mark an importent juncture in the development of business cycle research.

Author: Nadja Bauer
Publisher: Springer Nature
ISBN: 3030251470
Category : Computers
Languages : en
Pages : 336

View

Book Description
This volume presents a selection of research papers on various topics at the interface of statistics and computer science. Emphasis is put on the practical applications of statistical methods in various disciplines, using machine learning and other computational methods. The book covers fields of research including the design of experiments, computational statistics, music data analysis, statistical process control, biometrics, industrial engineering, and econometrics. Gathering innovative, high-quality and scientifically relevant contributions, the volume was published in honor of Claus Weihs, Professor of Computational Statistics at TU Dortmund University, on the occasion of his 66th birthday.

Author: Uwe Bußmann
Publisher: Anchor Academic Publishing (aap_verlag)
ISBN: 3954896214
Category : Business & Economics
Languages : en
Pages : 52

View

Book Description
Nowadays, single companies are confronted with great difficulties. The progress of the information technology and the distribution of the Internet as well as the changing demand of customers, especially for no-standardised products force them to react immediately.In order to solve these problems, the companies should work on the following aspects:How can they reach the state of flexibility to meet the changing demand? How can they compete within a market with increasing innovations of products and decreasing product life-cycl? How can they acquire the necessary capital, technology and know-how to compete? How is it possible to optimise their corporate structures and achieve synergetic effects?

Author: Amy Verdun
Publisher: Nova Publishers
ISBN: 9781600210716
Category : Business & Economics
Languages : en
Pages : 294

View

Book Description
Britain is confronted with the EU and its Economic and Monetary Union or the 'eurozone' an area of 12 EU Member States in which the Euro is the single currency. At a time in which the discussion revolves around the future of national currencies, this work looks at the question of monetary integration for the cases of Britain and Canada.

Author: Reinhold Decker
Publisher: Springer Science & Business Media
ISBN: 3642572804
Category : Computers
Languages : en
Pages : 494

View

Book Description
This volume contains revised versions of selected papers presented dur ing the 23rd Annual Conference of the German Classification Society GfKl (Gesellschaft fiir Klassifikation). The conference took place at the Univer sity of Bielefeld (Germany) in March 1999 under the title "Classification and Information Processing at the Turn of the Millennium". Researchers and practitioners - interested in data analysis, classification, and information processing in the broad sense, including computer science, multimedia, WWW, knowledge discovery, and data mining as well as spe cial application areas such as (in alphabetical order) biology, finance, genome analysis, marketing, medicine, public health, and text analysis - had the op portunity to discuss recent developments and to establish cross-disciplinary cooperation in their fields of interest. Additionally, software and book pre sentations as well as several tutorial courses were organized. The scientific program of the conference included 18 plenary or semi plenary lectures and more than 100 presentations in special sections. The peer-reviewed papers are presented in 5 chapters as follows: • Data Analysis and Classification • Computer Science, Computational Statistics, and Data Mining • Management Science, Marketing, and Finance • Biology, Genome Analysis, and Medicine • Text Analysis and Information Retrieval As an unambiguous assignment of results to single chapters is sometimes difficult papers are grouped in a way that the editors found appropriate.

Author: Krzystof Jajuga
Publisher: Springer Science & Business Media
ISBN: 3642561810
Category : Computers
Languages : en
Pages : 468

View

Book Description
The book presents a long list of useful methods for classification, clustering and data analysis. By combining theoretical aspects with practical problems, it is designed for researchers as well as for applied statisticians and will support the fast transfer of new methodological advances to a wide range of applications.

Author: Viktor Koval
Publisher: Springer Nature
ISBN: 3031234634
Category : Technology & Engineering
Languages : en
Pages : 262

View

Book Description
This book gathers research and best-practices concerning the achievement of sustainable development goals in both community generation and business growth. It highlights the organizational aspects relating to the realization of green innovation. It covers models for optimizing the use of both natural and human resources. It reports on assessment methods and advanced models to analyze community and business performance in the context of sustainable development. Further, it proposes solutions to reduce the effects of environmental pollution, increase energy efficiency, and managing resources and waste, to foster sustainable development. Gathering the proceedings of the 2nd International Conference on Sustainable, Circular Management and Environmental Engineering (ISCMEE 2022), held on October 19-20, 2022, as a hybrid event from İzmir, Turkey, this book offers a timely snapshot on circular business management knowledge and methods for both researchers and professionals in the field of engineering management, business and economics, and energy and environment.

Author: Sylvia Frühwirth-Schnatter
Publisher: Springer Science & Business Media
ISBN: 0387357688
Category : Mathematics
Languages : en
Pages : 506

View

Book Description
The past decade has seen powerful new computational tools for modeling which combine a Bayesian approach with recent Monte simulation techniques based on Markov chains. This book is the first to offer a systematic presentation of the Bayesian perspective of finite mixture modelling. The book is designed to show finite mixture and Markov switching models are formulated, what structures they imply on the data, their potential uses, and how they are estimated. Presenting its concepts informally without sacrificing mathematical correctness, it will serve a wide readership including statisticians as well as biologists, economists, engineers, financial and market researchers.

Author: Claus Weihs
Publisher: Springer Science & Business Media
ISBN: 3540280847
Category : Computers
Languages : en
Pages : 704

View

Book Description
The contributions in this volume represent the latest research results in the field of Classification, Clustering, and Data Analysis. Besides the theoretical analysis, papers focus on various application fields as Archaeology, Astronomy, Bio-Sciences, Business, Electronic Data and Web, Finance and Insurance, Library Science and Linguistics, Marketing, Music Science, and Quality Assurance.

Author: Jean-Pierre Bourguignon
Publisher: Springer
ISBN: 3319161180
Category : Mathematics
Languages : en
Pages : 772

View

Book Description
The focus of this volume is research carried out as part of the program Mathematics of Planet Earth, which provides a platform to showcase the essential role of mathematics in addressing problems of an economic and social nature and creating a context for mathematicians and applied scientists to foster mathematical and interdisciplinary developments that will be necessary to tackle a myriad of issues and meet future global economic and social challenges. Earth is a planet with dynamic processes in its mantle, oceans and atmosphere creating climate, causing natural disasters and influencing fundamental aspects of life and life-supporting systems. In addition to these natural processes, human activity has developed highly complex systems, including economic and financial systems; the World Wide Web; frameworks for resource management, transportation, energy production and utilization; health care delivery, and social organizations. This development has increased to the point where it impacts the stability and equilibrium in human societies. Issues such as financial and economic crisis, sustainability, management of resources, risk analysis, and global integration have come to the fore. Written by some of the world’s leading specialists, this book presents the proceedings of the International Conference and Advanced School Planet Earth, Dynamics, Games and Science II, held in Lisbon, Portugal, 28 August -6 September 2013, which was organized by the International Center of Mathematics (CIM) as a partner institution of the international program Mathematics of Planet Earth 2013. The book describes the state of the art in advanced research and ultimate techniques in modeling natural, economic and social phenomena. It constitutes a tool and a framework for researchers and graduate students, both in mathematics and applied sciences, focusing mainly on dynamical systems, game theory and applied sciences.