From: A model-free approach to do long-term volatility forecasting and its variants
 | GE-NoVaS | GA-NoVaS | P-GA-NoVaS | GARCH-direct |
---|---|---|---|---|
S &P500-1step | 0.97294 | 0.95881 | 0.92854 | 1.00000 |
S &P500-5steps | 0.96590 | 0.94457 | 0.77060 | 1.00000 |
S &P500-30steps | 0.34357 | 0.34561 | 0.30115 | 1.00000 |
NASDAQ-1step | 0.71380 | 0.70589 | 0.77753 | 1.00000 |
NASDAQ-5steps | 0.29332 | 0.27007 | 0.36428 | 1.00000 |
NASDAQ-30steps | 0.01223 | 0.00618* | 0.00696 | 1.00000 |
NYSE-1step | 0.55741 | 0.55548 | 0.54598 | 1.00000 |
NYSE-5steps | 0.08994 | 0.07666* | 0.07798 | 1.00000 |
NYSE-30steps | 1.36E−05 | 9.06E−06* | 6.57E−06 | 1.00000 |
Smallcap-1step | 0.58170 | 0.57392 | 0.57773 | 1.00000 |
Smallcap-5steps | 0.10270 | 0.10135 | 0.09628 | 1.00000 |
Smallcap-30steps | 7.00E−05 | 4.33E−05* | 3.65E−05 | 1.00000 |
BSE-1step | 0.39493 | 0.37991 | 0.39851 | 1.00000 |
BSE-5steps | 0.03320 | 0.02829* | 0.04170 | 1.00000 |
BSE-30steps | 2.45E−05 | 2.19E−05* | 1.73E−05 | 1.00000 |
DAX-1step | 0.65372 | 0.65663 | 0.66097 | 1.00000 |
DAX-5steps | 0.10997 | 0.10828 | 0.11085 | 1.00000 |
DAX-30steps | 4.97E−05 | 4.87E−05 | 7.81E−05 | 1.00000 |
USDX future-1step | 1.14621 | 1.00926* | 1.03693 | 1.00000 |
USDX future-5steps | 0.61075 | 0.53834* | 0.51997 | 1.00000 |
USDX future-30steps | 0.10723 | 0.09911 | 0.10063 | 1.00000 |
Bovespa-1step | 0.60031 | 0.57316 | 0.60656 | 1.00000 |
Bovespa-5steps | 0.08603 | 0.06201* | 0.09395 | 1.00000 |
Bovespa-30steps | 6.87E−06 | 2.82E−06* | 3.19E−06 | 1.00000 |
Djones-1step | 0.56357 | 0.55020 | 0.54422 | 1.00000 |
Djones-5steps | 0.09810 | 0.08239* | 0.08698 | 1.00000 |
Djones-30steps | 4.32E−05 | 2.22E−05* | 2.65E−05 | 1.00000 |
BIST-1step | 0.94794 | 0.95313 | 0.92418 | 1.00000 |
BIST-5steps | 0.48460 | 0.49098 | 0.49279 | 1.00000 |
BIST-30steps | 0.05478 | 0.05980 | 0.05671 | 1.00000 |