Investor Sentiment Aligned: A Powerful Predictor of Stock Returns

被引:660
作者
Huang, Dashan [1 ]
Jiang, Fuwei [2 ]
Tu, Jun [1 ]
Zhou, Guofu [3 ,4 ]
机构
[1] Singapore Management Univ, Singapore 178902, Singapore
[2] Cent Univ Finance & Econ, Beijing, Peoples R China
[3] Washington Univ, St Louis, MO 63130 USA
[4] CAFR, New York, NY USA
关键词
C53; G11; G12; G17; BOOK-TO-MARKET; CONSUMER CONFIDENCE; EXCESS VOLATILITY; EXPECTED RETURNS; EQUITY PREMIUM; ASSET RETURNS; CROSS-SECTION; CASH FLOWS; PREDICTABILITY; TESTS;
D O I
10.1093/rfs/hhu080
中图分类号
F8 [财政、金融];
学科分类号
0202 ;
摘要
We propose a new investor sentiment index that is aligned with the purpose of predicting the aggregate stock market. By eliminating a common noise component in sentiment proxies, the new index has much greater predictive power than existing sentiment indices have both in and out of sample, and the predictability becomes both statistically and economically significant. In addition, it outperforms well-recognized macroeconomic variables and can also predict cross-sectional stock returns sorted by industry, size, value, and momentum. The driving force of the predictive power appears to stem from investors' biased beliefs about future cash flows.
引用
收藏
页码:791 / 837
页数:47
相关论文
共 94 条
[1]   Multiple-Predictor Regressions: Hypothesis Testing [J].
Amihud, Yakov ;
Hurvich, Clifford M. ;
Wang, Yi .
REVIEW OF FINANCIAL STUDIES, 2009, 22 (01) :413-434
[2]   The distribution of realized stock return volatility [J].
Andersen, TG ;
Bollerslev, T ;
Diebold, FX ;
Ebens, H .
JOURNAL OF FINANCIAL ECONOMICS, 2001, 61 (01) :43-76
[3]   Stock return predictability: Is it there? [J].
Ang, Andrew ;
Bekaert, Geert .
REVIEW OF FINANCIAL STUDIES, 2007, 20 (03) :651-707
[4]  
[Anonymous], 2013, MEASURE EC POLICY UN
[5]  
[Anonymous], 2003, FINANCE LETT
[6]  
[Anonymous], 2014, WORKING PAPER
[7]  
[Anonymous], 2012, Working Paper
[8]   Cognitive Dissonance, Sentiment, and Momentum [J].
Antoniou, Constantinos ;
Doukas, John A. ;
Subrahmanyam, Avanidhar .
JOURNAL OF FINANCIAL AND QUANTITATIVE ANALYSIS, 2013, 48 (01) :245-275
[9]   Is all that talk just noise? The information content of Internet stock message boards [J].
Antweiler, W ;
Frank, MZ .
JOURNAL OF FINANCE, 2004, 59 (03) :1259-1294
[10]   The equity share in new issues and aggregate stock returns [J].
Baker, M ;
Wurgler, J .
JOURNAL OF FINANCE, 2000, 55 (05) :2219-2257