Multi-factor asset pricing models: Factor construction choices and the revisit of pricing factors

被引:8
作者
Skocir, Matevz [1 ]
Loncarski, Igor [1 ]
机构
[1] Univ Ljubljana, Fac Econ, Kardeljeva Ploscad 17, Ljubljana 1000, Slovenia
关键词
Multi-factor models; Factor construction; Pricing factors; Sorting portfolios; Liquidity factor; Default risk factor; EXPECTED STOCK-RETURNS; CROSS-SECTION; FINANCIAL DISTRESS; EQUITY RETURNS; DISSECTING ANOMALIES; BUSINESS-CYCLE; LIQUIDITY RISK; COMMON-STOCKS; PERFORMANCE; INVESTMENT;
D O I
10.1016/j.intfin.2018.02.006
中图分类号
F8 [财政、金融];
学科分类号
0202 ;
摘要
We introduce the eight-factor asset pricing model as an extension of the Fama and French (2016b) five-factor model. In addition to capturing market premium, size, value, profitability and investment pricing factors, we propose three additional factors that represent momentum, liquidity and default risk. Albeit these factors are not new to the literature, our aim is to comprehensively and jointly test the performance of the model which accounts for all the suggested factors simultaneously. We find that the incorporation of additional factors improves the model's explanatory power. In addition to market, size and value factors, the profitability and momentum pricing factors exhibit higher explanatory power compared to investment, default risk, and liquidity pricing factors. The use of different stock allocation (number of sorting portfolios) and portfolio sorting approaches to factor construction has some, albeit statistically limited, effect. (C) 2018 Elsevier B.V. All rights reserved.
引用
收藏
页码:65 / 80
页数:16
相关论文
共 51 条
[1]   Asset pricing with liquidity risk [J].
Acharya, VV ;
Pedersen, LH .
JOURNAL OF FINANCIAL ECONOMICS, 2005, 77 (02) :375-410
[2]   The cross-section of volatility and expected returns [J].
Ang, A ;
Hodrick, RJ ;
Xing, YH ;
Zhang, XY .
JOURNAL OF FINANCE, 2006, 61 (01) :259-299
[3]   ANATOMY OF FINANCIAL DISTRESS - AN EXAMINATION OF JUNK-BOND ISSUERS [J].
ASQUITH, P ;
GERTNER, R ;
SCHARFSTEIN, D .
QUARTERLY JOURNAL OF ECONOMICS, 1994, 109 (03) :625-658
[6]   INVESTMENT PERFORMANCE OF COMMON-STOCKS IN RELATION TO THEIR PRICE-EARNINGS RATIOS - TEST OF EFFICIENT MARKET HYPOTHESIS [J].
BASU, S .
JOURNAL OF FINANCE, 1977, 32 (03) :663-682
[7]   DEBT EQUITY RATIO AND EXPECTED COMMON-STOCK RETURNS - EMPIRICAL-EVIDENCE [J].
BHANDARI, LC .
JOURNAL OF FINANCE, 1988, 43 (02) :507-528
[8]   Forecasting default with the Merton distance to default model [J].
Bharath, Sreedhar T. ;
Shumway, Tyler .
REVIEW OF FINANCIAL STUDIES, 2008, 21 (03) :1339-1369
[9]   Market Liquidity and Funding Liquidity [J].
Brunnermeier, Markus K. ;
Pedersen, Lasse Heje .
REVIEW OF FINANCIAL STUDIES, 2009, 22 (06) :2201-2238
[10]   In Search of Distress Risk [J].
Campbell, John Y. ;
Hilscher, Jens ;
Szilagyi, Jan .
JOURNAL OF FINANCE, 2008, 63 (06) :2899-2939