Table 2

Evidence from predictive regression analysis

Panel A. Predictive evidence of FAMC, annual (1926–2015)
αFAMCepTermSR2(%)
rvwe
0.105 (0.68)0.293** (2.30)0.046 (0.90)0.516*** (2.84)9.96
rewe
−0.069 (−0.32)0.506*** (2.72)−0.01 (−0.14)0.659*** (2.60)10.22
Panel B. Predictive power of FAMC, monthly (1926:07–2015:12)
αFAMCRRELInfldpR2(%)
−0.010 (−0.36)0.341*** (3.09)   0.68
−0.033 (−0.11)0.373** (2.28)−4.781** (−2.44)−4.097 (−0.85)−0.008 (−0.10)1.25
−0.005 (−0.11)0.359*** (3.01)−4.788** (−2.33)−4.056 (−0.83) 1.24
−0.013 (−0.45)0.352*** (3.19)−5.143*** (−2.65)  1.13
−0.026 (−0.08)0.348** (2.07)  −0.004 (−0.05)0.68
Panel C. Predictive power of FAMC, monthly (1953:04–2015:12)
αFAMCRRELInflTermSdpR2(%)
−0.054 (−0.36)0.826*** (2.98)    1.02
0.152 (0.61)0.809** (2.07)−4.296** (−2.27)−9.663 (−1.48) 0.045 (0.74)2.45
−0.055 (−1.02)0.853*** (3.02)−3.507 (−1.55)−6.942 (−1.11)1.879 (0.85) 2.48
−0.022 (−0.09)0.798** (2.51)   0.008 (0.13)1.03

Note(s): Table 2 presents results of predictive regression zt+k = α+βkξt + t+k,k. The four independent variables, ξt, in all regressions are the following: (1) FAMC, i.e. ratio of Fed assets to market cap, (2) change in consumer price index, Infl, (3) relative rate of return, relative short-term treasury rate (RREL), and (4) dividend to price ratio, dp. There are two dependent variables, zt+1: (1) excess value-weighted market return rvwe and (2) excess equally weighted market return, rewe. Newey and West (1986) standard errors are corrected for autocorrelation and heteroscedasticity using one lag. ***, ** and * represent statistical significance levels at 1, 5 and 10%, respectively. All variables used are in natural logs. Coefficients are annualized by multiplying with 12 and R2 are in percentages

Everything in Panel C is the same as in panel B except (1) it presents results of the recent sub-sample 1953:04–2015:12 and (2) it contains an additional control, term spread. Panels B and C only report results for value-weighted market return without year fixed effects to save space, as the results for equally weighted market return with and without year fixed effects are materially the same

or Create an Account

Close subscription notice
Close access options