Asset Pricing Models and Market Efficiency

Asset Pricing Models and Market Efficiency

Using Machine Learning to Explain Stock Market Anomalies

von James W. Kolari, Wei Liu, Jianhua Z. Huang, Huiling Liao

€139,09 inkl. MwSt.

Digitaler Download – keine Versandkosten

Format: PDF DRM: Wasserzeichen 10.8 MB

Beschreibung

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.

Produktdetails

ISBN 9783031929014
Verlag Springer Nature Switzerland
Erscheinungsdatum 13.01.2026
Sprache Englisch

Nach Genre stöbern

Sofort-Download

Nach dem Kauf direkt herunterladen – als PDF oder EPUB.

Sichere Zahlung

Bezahlen mit Kreditkarte, SEPA oder PayPal – SSL-verschlüsselt.

2M+ Titel

Riesige Auswahl aus allen Genres und Sprachen – ständig aktualisiert.