Finding New Alphas for Multi-Factor Model

Our research aims at finding new alphas in multi-fatcor models in Finance. Based on the stastiscal arbitrage, our research makes use of the volume and price data as well as the fundamental data. The definite volume and price data contains trading volume, illiquidity, price and ATR. During the research, we combines five alphas by weighted adding and we make sure the position neutral. According to the result, these alphas may have been used by many investors and the final return is neagtive. Thus, it shows that we can find other alphas from many other aspects instead of trading volume and price and so on.

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Publication Details

Journal
Advances in Economics Management and Political Sciences
Published
2025-07-04
DOI
https://doi.org/10.54254/2754-1169/2024.24780
Primary Topic
Advanced Data Processing Techniques
Type
article
Field-Weighted Citation Impact
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article

Finding New Alphas for Multi-Factor Model

Yunxin Guo, Haitong Wang, Yin Tang, Yichen Wang et al.
Advances in Economics Management and Political Sciences
Advanced Data Processing Techniques
article

Finding New Alphas for Multi-Factor Model

Yunxin Guo, Haitong Wang, Yin Tang, Yichen Wang, Junyi Nan
article en

Abstract

Our research aims at finding new alphas in multi-fatcor models in Finance. Based on the stastiscal arbitrage, our research makes use of the volume and price data as well as the fundamental data. The definite volume and price data contains trading volume, illiquidity, price and ATR. During the research, we combines five alphas by weighted adding and we make sure the position neutral. According to the result, these alphas may have been used by many investors and the final return is neagtive. Thus, it shows that we can find other alphas from many other aspects instead of trading volume and price and so on.

Advances in Economics Management and Political SciencesVol. 182(1)
Beijing Normal-Hong Kong Baptist University (CN), Hong Kong Baptist University (HK), Chinese University of Hong Kong (HK), Shanghai Jiao Tong University (CN), Southwestern University of Finance and Economics (CN), Beijing Normal University (CN), Chinese University of Hong Kong, Shenzhen (CN), Zhejiang University of Technology (CN)
Partnerships for the goals
Openalex Percentile: Top 81%
Advanced Data Processing Techniques
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Finding New Alphas for Multi-Factor Model — Yunxin Guo, Haitong Wang, et al. · Advances in Economics Management and Political Sciences (2025) | TGRS Research Map | TGRS