Table 1. Logistic regression results for the Cleveland Clinic data.

Variable	Original	modgo	sbgcop-modgo	SimMultiCorrData
Exercise-induced angina (yes)	4.43	4.45 (2.38–8.17)	10.16 (5.52–19.26)	4.55 (2.78–8.04)
Age (years)	1.02	1.02 (0.98–1.06)	1.05 (1.01–1.08)	1.02 (0.99–1.06)
Max heart rate (bpm)	0.98	0.97 (0.95–0.99)	1.00 (0.99–1.02)	0.97 (0.96–0.98)
ST depression (mm)	1.92	2.07 (1.52–2.86)	1.60 (1.26–2.23)	2.18 (1.69–2.86)

Displayed are odds ratios for the original data (column 2). Three simulation methods were employed, and the medians of the odds ratios and empirical 2.5 and 97.5% quantiles of the odds ratios (in parenthesis) are displayed from 500 simulated datasets per simulation method. Column 3 shows results when simulations were done with modgo, column 4 when modgo was used with the correlation matrix estimated by sbgcop, and column 5 when simulations were done with SimMultiCorrData.