基于市場風險水平的基金業績可持續性考察
首發時間:2023-11-06
摘要:本文以2011年至2021年間的公募股票基金和偏股混合基金為研究樣本,利用Fama-French三因子理論分析基金的因子風險暴露問題,使用最小二乘法模型利用SMB因子和HML因子將樣本基金分為小盤股基金、大盤股基金、價值股基金和成長股基金四大類來考量。同時,在Fama-French三因子模型的基礎上,我們利用橫截面回歸分析法進一步研究歷史業績和阿爾法系數的持續性問題。統一不同分位組合的市場風險水平考察基金業績可持續性,使得對考察對象不受一些不必要因素的干擾。本文利用歷史阿爾法系數構建了簡單的業績評價策略并將其與國內權威評級機構--中國銀河證券基金評級進行多方位對比分析,該評價策略對未來基金業績具有顯著的預測能力,能幫助投資者和專業評級機構從另一個全新視角評價基金。
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Study on Fund Sustainability Based on Market Risk Level
Abstract:In this paper, we take public equity funds and equity-biased hybrid funds during the period from 2011 to 2021 as our research samples, and use the Fama-French three-factor theory to analyse the factor risk exposure problem of the funds, and use the least-squares model to classify the sample funds into four major categories of small-cap equity funds, large-cap equity funds, value equity funds, and growth equity funds for consideration by using the SMB factor and the HML factor. Meanwhile, based on the Fama-French three-factor model, we further investigate the persistence of historical performance and alpha coefficients using cross-sectional regression analysis. Unifying the market risk level of different quartile portfolios to examine the fund performance sustainability makes it possible to examine the subject without the interference of some unnecessary factors. In this paper, we use historical alpha coefficients to construct a simple performance evaluation strategy and analyse it in a multi-directional comparison with China Galaxy Securities fund ratings, an authoritative domestic rating agency, which has significant predictive power for future fund performance and can help investors and professional rating agencies to evaluate the fund from another new perspective.
Keywords: Finance Equity Fund Fama-French three-factor theory
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基于市場風險水平的基金業績可持續性考察
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