Financial Time Series Models—Comprehensive Review of Deep Learning Approaches and Practical Recommendations

Author:

Buczyński Mateusz12ORCID,Chlebus Marcin1ORCID,Kopczewska Katarzyna1ORCID,Zajenkowski Marcin3ORCID

Affiliation:

1. Faculty of Economic Sciences, University of Warsaw, 00-241 Warsaw, Poland

2. Interdisciplinary Doctoral School, University of Warsaw, 00-312 Warsaw, Poland

3. Faculty of Psychology, University of Warsaw, 00-183 Warsaw, Poland

Publisher

MDPI

Reference35 articles.

1. Stock Return Predictability: Is It There?;Ang;Rev. Financ. Stud.,2007

2. Predictable Stock Returns in the United States and Japan: A Study of Long-Term Capital Market Integration;Campbell;J. Financ.,1992

3. Granger, C.W.J., and Morgenstern, O. (1970). Predictability of Stock Market Prices, Heath Lexington Books. [1st ed.].

4. Stock Return Predictability and Variance Risk Premia: Statistical Inference and International Evidence;Bollerslev;J. Financ. Quant. Anal.,2014

5. Stock Return Forecasting: Some New Evidence;Phan;Int. Rev. Financ. Anal.,2015

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