Holdings: Stock market modeling and forecasting

Stock market modeling and forecasting: a system adaptation approach

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Bibliographic Details
Main Authors:	Zheng, Xiaolian (Author), Chen, Ben M. 1963- (Author)
Format:	Electronic eBook
Language:	English
Published:	London [u.a.] Springer 2013
Series:	Lecture notes in control and information sciences 442
Subjects:	Ingenieurwissenschaften Finance Systems theory Engineering Prognose Finanzmathematik Systemtheorie Prognoseverfahren Aktienmarktanalyse
Online Access:	BTU01 FHA01 FHI01 FHN01 FHR01 FKE01 FWS01 UBY01 Volltext Inhaltsverzeichnis Abstract
Physical Description:	1 Online-Ressource
ISBN:	9781447151555
DOI:	10.1007/978-1-4471-5155-5

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adam_text	STOCK MARKET MODELING AND FORECASTING / ZHENG, XIAOLIAN : 2013 TABLE OF CONTENTS / INHALTSVERZEICHNIS A SYSTEM ADAPTATION FRAMEWORK MARKET INPUT ANALYSIS ANALYSIS OF DOW JONES INDUSTRIAL AVERAGE SELECTED ASIAN MARKETS FORECASTING OF MARKET MAJOR TURNING PERIODS TECHNICAL ANALYSIS TOOLKIT FURTHER RESEARCH DIESES SCHRIFTSTUECK WURDE MASCHINELL ERZEUGT. STOCK MARKET MODELING AND FORECASTING / ZHENG, XIAOLIAN : 2013 ABSTRACT / INHALTSTEXT STOCK MARKET MODELING TRANSLATES EXPERIENCE IN SYSTEM ADAPTATION GAINED IN AN ENGINEERING CONTEXT TO THE MODELING OF FINANCIAL MARKETS WITH A VIEW TO IMPROVING THE CAPTURE AND UNDERSTANDING OF MARKET DYNAMICS. THE MODELING PROCESS IS CONSIDERED AS IDENTIFYING A DYNAMIC SYSTEM IN WHICH A REAL STOCK MARKET IS TREATED AS AN UNKNOWN PLANT AND THE IDENTIFICATION MODEL PROPOSED IS TUNED BY FEEDBACK OF THE MATCHING ERROR. LIKE A PHYSICAL SYSTEM, A STOCK MARKET EXHIBITS FAST AND SLOW DYNAMICS CORRESPONDING TO INTERNAL (SUCH AS COMPANY VALUE AND PROFITABILITY) AND EXTERNAL FORCES (SUCH AS INVESTOR SENTIMENT AND COMMODITY PRICES) RESPECTIVELY. THE FRAMEWORK PRESENTED HERE, CONSISTING OF AN INTERNAL MODEL AND AN ADAPTIVE FILTER, IS SUCCESSFUL AT CONSIDERING BOTH FAST AND SLOW MARKET DYNAMICS. A DOUBLE SELECTION METHOD IS EFFICACIOUS IN IDENTIFYING INPUT FACTORS INFLUENTIAL IN MARKET MOVEMENTS, REVEALING THEM TO BE BOTH FREQUENCY- AND MARKET-DEPENDENT. THE AUTHORS PRESENT WORK ON BOTH DEVELOPED AND DEVELOPING MARKETS IN THE SHAPE OF THE US, HONG KONG, CHINESE AND SINGAPOREAN STOCK MARKETS. RESULTS FROM ALL THESE SOURCES DEMONSTRATE THE EFFICIENCY OF THE MODEL FRAMEWORK IN IDENTIFYING SIGNIFICANT INFLUENCES AND THE QUALITY OF ITS PREDICTIVE ABILITY; PROMISING RESULTS ARE ALSO OBTAINED BY APPLYING THE MODEL FRAMEWORK TO THE FORECASTING OF MAJOR MARKET-TURNING PERIODS. HAVING SHOWN THAT SYSTEM-THEORETIC IDEAS CAN FORM THE CORE OF A NOVEL AND EFFECTIVE BASIS FOR STOCK MARKET ANALYSIS, THE BOOK IS COMPLETED BY AN INDICATION OF POSSIBLE AND LIKELY FUTURE EXPANSIONS OF THE RESEARCH IN THIS AREA DIESES SCHRIFTSTUECK WURDE MASCHINELL ERZEUGT.
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author	Zheng, Xiaolian Chen, Ben M. 1963-
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dewey-tens	620 - Engineering and allied operations
discipline	Mathematik Mess-/Steuerungs-/Regelungs-/Automatisierungstechnik / Mechatronik
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series	Lecture notes in control and information sciences
series2	Lecture notes in control and information sciences
spellingShingle	Zheng, Xiaolian Chen, Ben M. 1963- Stock market modeling and forecasting a system adaptation approach Lecture notes in control and information sciences Ingenieurwissenschaften Finance Systems theory Engineering Prognose (DE-588)4047390-9 gnd Finanzmathematik (DE-588)4017195-4 gnd Systemtheorie (DE-588)4058812-9 gnd Prognoseverfahren (DE-588)4358095-6 gnd Aktienmarktanalyse (DE-588)4137412-5 gnd
subject_GND	(DE-588)4047390-9 (DE-588)4017195-4 (DE-588)4058812-9 (DE-588)4358095-6 (DE-588)4137412-5
title	Stock market modeling and forecasting a system adaptation approach
title_auth	Stock market modeling and forecasting a system adaptation approach
title_exact_search	Stock market modeling and forecasting a system adaptation approach
title_full	Stock market modeling and forecasting a system adaptation approach Xiaolian Zheng and Ben M. Chen
title_fullStr	Stock market modeling and forecasting a system adaptation approach Xiaolian Zheng and Ben M. Chen
title_full_unstemmed	Stock market modeling and forecasting a system adaptation approach Xiaolian Zheng and Ben M. Chen
title_short	Stock market modeling and forecasting
title_sort	stock market modeling and forecasting a system adaptation approach
title_sub	a system adaptation approach
topic	Ingenieurwissenschaften Finance Systems theory Engineering Prognose (DE-588)4047390-9 gnd Finanzmathematik (DE-588)4017195-4 gnd Systemtheorie (DE-588)4058812-9 gnd Prognoseverfahren (DE-588)4358095-6 gnd Aktienmarktanalyse (DE-588)4137412-5 gnd
topic_facet	Ingenieurwissenschaften Finance Systems theory Engineering Prognose Finanzmathematik Systemtheorie Prognoseverfahren Aktienmarktanalyse
url	https://doi.org/10.1007/978-1-4471-5155-5 http://bvbr.bib-bvb.de:8991/F?func=service&doc_library=BVB01&local_base=BVB01&doc_number=025998974&sequence=000001&line_number=0001&func_code=DB_RECORDS&service_type=MEDIA http://bvbr.bib-bvb.de:8991/F?func=service&doc_library=BVB01&local_base=BVB01&doc_number=025998974&sequence=000003&line_number=0002&func_code=DB_RECORDS&service_type=MEDIA
volume_link	(DE-604)BV014011570
work_keys_str_mv	AT zhengxiaolian stockmarketmodelingandforecastingasystemadaptationapproach AT chenbenm stockmarketmodelingandforecastingasystemadaptationapproach

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