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Recent Advances In Theory And Methods For The Analysis Of High Dimensional And High Frequency Financial Data


Recent Advances In Theory And Methods For The Analysis Of High Dimensional And High Frequency Financial Data
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Recent Advances In Theory And Methods For The Analysis Of High Dimensional And High Frequency Financial Data


Recent Advances In Theory And Methods For The Analysis Of High Dimensional And High Frequency Financial Data
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Author : Norman R. Swanson
language : en
Publisher: MDPI
Release Date : 2021-08-31

Recent Advances In Theory And Methods For The Analysis Of High Dimensional And High Frequency Financial Data written by Norman R. Swanson and has been published by MDPI this book supported file pdf, txt, epub, kindle and other format this book has been release on 2021-08-31 with Business & Economics categories.


Recently, considerable attention has been placed on the development and application of tools useful for the analysis of the high-dimensional and/or high-frequency datasets that now dominate the landscape. The purpose of this Special Issue is to collect both methodological and empirical papers that develop and utilize state-of-the-art econometric techniques for the analysis of such data.



Recent Advances In Theory And Methods For The Analysis Of High Dimensional And High Frequency Financial Data


Recent Advances In Theory And Methods For The Analysis Of High Dimensional And High Frequency Financial Data
DOWNLOAD
Author : Norman R. Swanson
language : en
Publisher:
Release Date : 2021

Recent Advances In Theory And Methods For The Analysis Of High Dimensional And High Frequency Financial Data written by Norman R. Swanson and has been published by this book supported file pdf, txt, epub, kindle and other format this book has been release on 2021 with categories.


Recently, considerable attention has been placed on the development and application of tools useful for the analysis of the high-dimensional and/or high-frequency datasets that now dominate the landscape. The purpose of this Special Issue is to collect both methodological and empirical papers that develop and utilize state-of-the-art econometric techniques for the analysis of such data.



Clustering High Dimensional Data


Clustering High Dimensional Data
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Author : Francesco Masulli
language : en
Publisher: Springer
Release Date : 2015-11-24

Clustering High Dimensional Data written by Francesco Masulli and has been published by Springer this book supported file pdf, txt, epub, kindle and other format this book has been release on 2015-11-24 with Computers categories.


This book constitutes the proceedings of the International Workshop on Clustering High-Dimensional Data, CHDD 2012, held in Naples, Italy, in May 2012. The 9 papers presented in this volume were carefully reviewed and selected from 15 submissions. They deal with the general subject and issues of high-dimensional data clustering; present examples of techniques used to find and investigate clusters in high dimensionality; and the most common approach to tackle dimensionality problems, namely, dimensionality reduction and its application in clustering.



Advances In Knowledge Discovery And Data Mining


Advances In Knowledge Discovery And Data Mining
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Author : De-Nian Yang
language : en
Publisher: Springer Nature
Release Date : 2024-04-24

Advances In Knowledge Discovery And Data Mining written by De-Nian Yang and has been published by Springer Nature this book supported file pdf, txt, epub, kindle and other format this book has been release on 2024-04-24 with Computers categories.


The 6-volume set LNAI 14645-14650 constitutes the proceedings of the 28th Pacific-Asia Conference on Knowledge Discovery and Data Mining, PAKDD 2024, which took place in Taipei, Taiwan, during May 7–10, 2024. The 177 papers presented in these proceedings were carefully reviewed and selected from 720 submissions. They deal with new ideas, original research results, and practical development experiences from all KDD related areas, including data mining, data warehousing, machine learning, artificial intelligence, databases, statistics, knowledge engineering, big data technologies, and foundations.



Sustainable Future Trends Strategies And Development


Sustainable Future Trends Strategies And Development
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Author : Siska Noviaristanti
language : en
Publisher: Taylor & Francis
Release Date : 2022-12-22

Sustainable Future Trends Strategies And Development written by Siska Noviaristanti and has been published by Taylor & Francis this book supported file pdf, txt, epub, kindle and other format this book has been release on 2022-12-22 with Business & Economics categories.


The book contains a selection of papers that were presented at the 3rd Conference in Managing Digital Industry, Technology and Entrepreneurship (3rd CoMDITE) with the theme: Sustainable Future: Trends, Strategies and Development. The Millennium Development Goals, continued as Sustainability Development Goals (SDGs), are effective instruments and have, in recent years, brought many positive changes in numerous countries around the world. Most notably, it has fundamentally changed our way of approaching the tangled set of challenges: States today undertake to achieve concrete development goals; transparency and accountability to citizens and the global public has become a matter of course; and cooperation between the political, economic and societal spheres is no longer questioned. However, in addition to the global pandemic situation it has challenged the business world to develop an outstanding strategy to face extreme uncertainty. Using digital technology and its advancement is believed to be one of the main keys for taking up this challenge. The 3rd Conference in Managing Digital Industry, Technology and Entrepreneurship (the 3rd CoMDITE) has brought forward discussions on implementation of digital technology in strategic, operation, finance, marketing, human resources management, and entrepreneurship around sustainable future issues. The Open Access version of this book, available at http://www.taylorfrancis.com, has been made available under a Creative Commons Attribution-Non Commercial-No Derivatives (CC-BY-NC-ND) 4.0 license. Funded by Telkom University, Indonesia.



Macroeconomic Forecasting In The Era Of Big Data


Macroeconomic Forecasting In The Era Of Big Data
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Author : Peter Fuleky
language : en
Publisher: Springer Nature
Release Date : 2019-11-28

Macroeconomic Forecasting In The Era Of Big Data written by Peter Fuleky and has been published by Springer Nature this book supported file pdf, txt, epub, kindle and other format this book has been release on 2019-11-28 with Business & Economics categories.


This book surveys big data tools used in macroeconomic forecasting and addresses related econometric issues, including how to capture dynamic relationships among variables; how to select parsimonious models; how to deal with model uncertainty, instability, non-stationarity, and mixed frequency data; and how to evaluate forecasts, among others. Each chapter is self-contained with references, and provides solid background information, while also reviewing the latest advances in the field. Accordingly, the book offers a valuable resource for researchers, professional forecasters, and students of quantitative economics.



Essays In Honor Of Cheng Hsiao


Essays In Honor Of Cheng Hsiao
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Author : Dek Terrell
language : en
Publisher: Emerald Group Publishing
Release Date : 2020-04-15

Essays In Honor Of Cheng Hsiao written by Dek Terrell and has been published by Emerald Group Publishing this book supported file pdf, txt, epub, kindle and other format this book has been release on 2020-04-15 with Business & Economics categories.


Including contributions spanning a variety of theoretical and applied topics in econometrics, this volume of Advances in Econometrics is published in honour of Cheng Hsiao.



Encyclopedia Of Quantitative Risk Analysis And Assessment


Encyclopedia Of Quantitative Risk Analysis And Assessment
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Author :
language : en
Publisher: John Wiley & Sons
Release Date : 2008-09-02

Encyclopedia Of Quantitative Risk Analysis And Assessment written by 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 2008-09-02 with Mathematics categories.


Leading the way in this field, the Encyclopedia of Quantitative Risk Analysis and Assessment is the first publication to offer a modern, comprehensive and in-depth resource to the huge variety of disciplines involved. A truly international work, its coverage ranges across risk issues pertinent to life scientists, engineers, policy makers, healthcare professionals, the finance industry, the military and practising statisticians. Drawing on the expertise of world-renowned authors and editors in this field this title provides up-to-date material on drug safety, investment theory, public policy applications, transportation safety, public perception of risk, epidemiological risk, national defence and security, critical infrastructure, and program management. This major publication is easily accessible for all those involved in the field of risk assessment and analysis. For ease-of-use it is available in print and online.



High Frequency Financial Econometrics


High Frequency Financial Econometrics
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Author : Yacine Aït-Sahalia
language : en
Publisher: Princeton University Press
Release Date : 2014-07-21

High Frequency Financial Econometrics written by Yacine Aït-Sahalia and has been published by Princeton University Press this book supported file pdf, txt, epub, kindle and other format this book has been release on 2014-07-21 with Business & Economics categories.


A comprehensive introduction to the statistical and econometric methods for analyzing high-frequency financial data High-frequency trading is an algorithm-based computerized trading practice that allows firms to trade stocks in milliseconds. Over the last fifteen years, the use of statistical and econometric methods for analyzing high-frequency financial data has grown exponentially. This growth has been driven by the increasing availability of such data, the technological advancements that make high-frequency trading strategies possible, and the need of practitioners to analyze these data. This comprehensive book introduces readers to these emerging methods and tools of analysis. Yacine Aït-Sahalia and Jean Jacod cover the mathematical foundations of stochastic processes, describe the primary characteristics of high-frequency financial data, and present the asymptotic concepts that their analysis relies on. Aït-Sahalia and Jacod also deal with estimation of the volatility portion of the model, including methods that are robust to market microstructure noise, and address estimation and testing questions involving the jump part of the model. As they demonstrate, the practical importance and relevance of jumps in financial data are universally recognized, but only recently have econometric methods become available to rigorously analyze jump processes. Aït-Sahalia and Jacod approach high-frequency econometrics with a distinct focus on the financial side of matters while maintaining technical rigor, which makes this book invaluable to researchers and practitioners alike.



Proceedings Of The 2025 10th International Conference On Financial Innovation And Economic Development Icfied 2025


Proceedings Of The 2025 10th International Conference On Financial Innovation And Economic Development Icfied 2025
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Author : Maizaitulaidawati Md Husin
language : en
Publisher: Springer Nature
Release Date : 2025-05-02

Proceedings Of The 2025 10th International Conference On Financial Innovation And Economic Development Icfied 2025 written by Maizaitulaidawati Md Husin and has been published by Springer Nature this book supported file pdf, txt, epub, kindle and other format this book has been release on 2025-05-02 with Business & Economics categories.


This is an open access book. Financial globalization plays a huge role in promoting the development of the world economy and the optimal allocation of world resources, stimulates the accelerated development of the international division of labor, and increases the international flow of production factors such as industrial transfer, capital transfer, and technology transfer. It enables developing countries to make up for the lack of their own capital and technology, and obtain industrial evolution, technological progress, and institutional innovation, thereby accelerating the speed of economic development; it also enables developed countries to open up cheap labor, raw material markets and broad consumer markets, prolonging product value. More profits, ease the economy, the contradiction of stagflation, and restore economic growth. At the current stage, the overall environment of the international financial market is relatively stable, and the market environment has been improved to some extent. However, due to the complexity and diversity of the world economy, coupled with the national characteristics of some countries, There is great uncertainty in international policies, which has greatly affected the stability of the international financial market. In addition, the current international environment is changing. The conflict between Russia and Ukraine, the epidemic, and the Taiwan issue have all had an impact on the international economic situation. This is also the difference between this conference and previous conferences. we hope to have a deeper discussion on the current situation.