Evidence from predictive regression analysis
| Panel A. Predictive evidence of FAMC, annual (1926–2015) | ||||
|---|---|---|---|---|
| α | FAMC | ep | TermS | R2(%) |
| 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 A. Predictive evidence of FAMC, annual (1926–2015) | ||||
|---|---|---|---|---|
| FAMC | ep | TermS | ||
| 0.105 (0.68) | 0.293** (2.30) | 0.046 (0.90) | 0.516*** (2.84) | 9.96 |
| −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) | |||||
|---|---|---|---|---|---|
| α | FAMC | RREL | Infl | dp | R2(%) |
| −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 B. Predictive power of FAMC, monthly (1926:07–2015:12) | |||||
|---|---|---|---|---|---|
| FAMC | RREL | Infl | dp | ||
| −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) | ||||||
|---|---|---|---|---|---|---|
| α | FAMC | RREL | Infl | TermS | dp | R2(%) |
| −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 | |||
| Panel C. Predictive power of FAMC, monthly (1953:04–2015:12) | ||||||
|---|---|---|---|---|---|---|
| FAMC | RREL | Infl | TermS | dp | ||
| −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
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