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Finanzmarktanwendungen Neuronaler Netze Und Ökonometrischer Verfahren: Ergebnisse Des 4. Karlsruher Ökonometrie-Workshops by Georg Bol, Gholamreza Nakhaeizadeh, Karl-Heinz Vollmer

Finanzmarktanwendungen Neuronaler Netze Und Ökonometrischer Verfahren: Ergebnisse Des 4. Karlsruher Ökonometrie-Workshops

by Georg Bol , Gholamreza Nakhaeizadeh , Karl-Heinz Vollmer
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Book cover type: Paperback
  • ISBN13: 9783790807486
  • Binding: Paperback
  • Subject: N/A
  • Publisher: Physica-Verlag
  • Publisher Imprint: Physica-Verlag
  • Publication Date:
  • Pages: 271
  • Original Price: EUR 51.39
  • Language: German
  • Edition: N/A
  • Item Weight: 400 grams
  • BISAC Subject(s): Economics / Theory

Das Buch befa t sich mit der Anwendung klassischer ökonometrischer Verfahren und neuronaler Netze auf Fragestellungen im Finanzmarkt. Dabei werden Methoden und Ergebnisse aus dem praktischen und theoretischen Bereich dargestellt. Folgende Themen werden behandelt: Kurzfristige Wechselkursprognosen mit künstlichen neuronalen Netzen, ökonometrische Schätzmethoden für neuronale Netze, Gegenüberstellung von Fehlerkorrekturmodellen und neuronalen Netzen für Zinsprognosen, Analyse der Kündigungspolitik von Bund, Bahn und Post, ein Kointegrations- und Fehlerkorrekturmodell für die Geldnachfrage (M3) in Deutschland, ein nichtparametrischer Ansatz zur Schätzung der Zeitstruktur, Modellierung von Zeitstruktur-Dynamiken mit Stochastischen Prozessen, makroökonomische Faktoren und Aktienselektion, Optimieren von neuronalen Netzen für den Einsatz zur Prognose in der Ökonomie, Aktienkursprognose mit statistischen Verfahren und neuronalen Netzen, Eignung neuronaler Netze zur Prognose in der Ökonomie, Paradigma neuronale Netze, Vergleich künstlicher neuronaler Netze und statistischer Verfahren zur kurzfristigen Aktienkursprognose.

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