CHF 169.00

Asset Pricing Models and Market Efficiency
Using Machine Learning to Explain Stock Market Anomalies

Englisch · Fester Einband

Versand in der Regel in 6 bis 7 Wochen

Beschreibung

Mehr lesen

This book shows that the stock market returns of hundreds of anomaly portfolios discovered by researchers in finance over the past three decades can be explained by a recent asset pricing model dubbed the ZCAPM. Anomaly portfolios are long/short portfolio returns on stocks that cannot be explained by asset pricing models, and their number has been steadily increasing into the hundreds.  Since asset pricing models cannot explain them, behavioral theories have become popular to account for anomalies. Unlike the efficient market hypothesis that assumes rational investors, these human psychology-based theories emphasize irrational investor behavior.
This book collects and analyzes a large database of U.S. stock returns for anomaly portfolios over a long sample period spanning approximately 60 years. The authors overview different asset pricing models that have attempted to explain anomalous portfolio returns in the stock market. They then provide a theoretical and empirical discussion of a new asset pricing model dubbed the ZCAPM and report compelling empirical evidence that reveals the ZCAPM can explain hundreds of anomalies. Implications to the efficient-markets/behavioral-finance controversy are discussed. The book will be of particular interest to researchers, students, and professors of capital markets, asset management, and financial economics alongside professionals.

Über den Autor / die Autorin










James W. Kolari is the JP Morgan Chase Professor of Finance and Academic Director of the Commercial Banking Program in the Department of Finance at Texas A&M University, USA.


Wei Liu is Senior Quantitative Analyst for USAA Bank with duties building and implementing models for bank stress tests, marketing programs, and credit risk analyses.


Jianhua Z. Huang is a Professor of Statistics and Arseven/Mitchell Chair in Astronomical Statistics in the Department of Statistics at Texas A&M University, USA.


Produktdetails

Autoren James W. Kolari, Wei Liu, Jianhua Z. Huang, Huiling Liao, James W Kolari, Jianhua Z et al Huang
Verlag Springer, Berlin
 
Inhalt Buch
Produktform Fester Einband
Erscheinungsdatum 14.03.2026
Thema Sozialwissenschaften, Recht,Wirtschaft > Wirtschaft > Einzelne Wirtschaftszweige, Branchen
 
EAN 9783031929007
ISBN 978-3-0-3192900-7
Anzahl Seiten 218
Illustration XXXVII, 218 p. 41 illus., 4 illus. in color.
Abmessung (Verpackung) 14.8 x 1.7 x 21 cm
Gewicht (Verpackung) 425 g
 
Themen Management und Managementtechniken, Risikobewertung, stock market, risk management, capital markets, Investors, Financial Economics, asset pricing models, Anomaly portfolios, Prominent Asset Pricing Models
 

Kundenrezensionen

Zu diesem Artikel wurden noch keine Rezensionen verfasst. Schreibe die erste Bewertung und sei anderen Benutzern bei der Kaufentscheidung behilflich.

Schreibe eine Rezension

Top oder Flop? Schreibe deine eigene Rezension.

Für Mitteilungen an CeDe.ch kannst du das Kontaktformular benutzen.

Die mit * markierten Eingabefelder müssen zwingend ausgefüllt werden.

Mit dem Absenden dieses Formulars erklärst du dich mit unseren Datenschutzbestimmungen einverstanden.