Table 3: Regressions on Δ (log(S&P500)).

Sample 1960M03-2013M11 1960M03-2013M11 1960M03-2013M11 1960M03-1974M09 1974M10-2013M11 1960M03-1974M09
Sample size 645 645 645 175 470 175
Breakpoint: none Breakpoint: 1974M10 Breakpoint: 1974M10 Breakpoint: 1974M10
Conditional mean equation
Constant 0.008907 (3.545421) 0.009007 (4.508872) 0.008903 (3.135564) 0.006226 (1.396287) 0.010010 (4.017139) 0.003127 (0.929750)
Coefficient on Δ k -58.53146 (6.078232) -58.37519 (5.994964) -54.76630 (4.914391) -98.51177 (3.544868) -50.36146 (3.893192) -97.83274 (3.425332)
Coefficient on Δ (log(RDISP)) 0.515177 (2.653795) 0.514263 (2.650731) 0.619854 (3.045115) 1.183450 (3.253770) 0.511851 (2.498127) 1.180785 (2.921863)
Coefficient on absolute Δ (log(CPI )) 0.027769 (0.043652) -0.236459 (0.301779)
Coefficient on the square of Δ (log( CPI )) -1.236092 (0.018718) -283.4519 (3.076655) 58.42880 (0.860155) -266.8297 (2.483767)
Coefficient on the average three lagged Δ (log( MS )) -0.870180 (3.547112) -0.870075 (3.558474) -0.761841 (3.028971) -0.661077 (0.928118) -0.868976 (3.160305)
Conditional Variance Equation
constant 0.0000741 (2.146074) 0.0000741 (2.149878)
RESID(-1)^2 0.138130 (4.669164) 0.138156 (4.663842)
GARCH(-1) 0.828785 (20.02607) 0.828748 (20.03946)
Adjusted R-Square 0.067648 0.067729 0.068665 0.085320 0.151609
Log likelihood 1164.609 1164.609 1135.675 1144.024 336.8290
Durbin-Watson statistic 2.028876 2.028787 2.028580 2.058439 1.898306
Akaike Information criterion -3.586386 -3.586383 -3.505969 -3.516353 -3.803760
Schwarz information criterion -3.530953 -3.530951 -3.471323 -3.489467 -3.731422
Hannan-Quinn information criterion -3.564877 -3.564875 -3.492526 -3.489467 -3.774418

Notes: See notes under Tables 1 and 2. Newey-West heteroscedasticity and autocorrelation consistent (HAC) standard errors and covariance are computed for the regressions without a conditional variance equation. Bollerslev-Wooldridge robust standard errors and covariance are computed for the regressions with a conditional variance equation.