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. Author manuscript; available in PMC: 2023 Jan 1.
Published in final edited form as: J Bus Econ Stat. 2021 Mar 3;40(2):852–867. doi: 10.1080/07350015.2021.1874390

Table 3. Confidence intervals for AR-GARCH models.

Empirical coverage probabilities are reported for the random weighted bootstrap confidence intervals I~RWB,1(a) and I~RWB,2(a) with a = 0.90 and 0.95.

(n, p, γ) I~RWB,1(0.90) I~RWB,2(0.90) I~RWB,1(0.95) I~RWB,2(0.95)
(1200,0.01,1/3) 0.843 0.908 0.901 0.961
(1200,0.001,1/3) 0.629 0.940 0.689 0.968
(2500,0.01,1/3) 0.878 0.894 0.928 0.949
(2500,0.001,1/3) 0.700 0.906 0.763 0.952
(1200,0.01,1/6) 0.857 0.898 0.918 0.951
(1200,0.001,1/6) 0.703 0.936 0.764 0.970
(2500,0.01,1/6) 0.868 0.903 0.930 0.943
(2500,0.001,1/6) 0.757 0.896 0.811 0.943