Table 4 Summary of pooled estimates from fitting GLM and GLMM to bootstrap samples from Pancreas dataset
Fixed effect model - Pancreas | |||||
|---|---|---|---|---|---|
Estimate | std.error | Statistic | df | p.value | |
(Intercept) | 4.68 | 0.09 | 52.09 | 9.84 | 0.00 |
Beta | -0.94 | 0.16 | -5.87 | 4.10 | 0.00 |
Ductal | -1.14 | 0.14 | -7.91 | 5.87 | 0.00 |
T2D | 0.06 | 0.12 | 0.51 | 10.22 | 0.62 |
patientHP1504101_T2D | -0.28 | 0.14 | -2.05 | 7.41 | 0.06 |
patientHP1504901 | -0.27 | 0.11 | -2.38 | 12.35 | 0.03 |
patientHP1506401 | -0.39 | 0.12 | -3.34 | 12.35 | 0.01 |
patientHP1507101 | -0.03 | 0.11 | -0.32 | 12.35 | 0.76 |
patientHP1508501_T2D | 0.01 | 0.10 | 0.10 | 12.35 | 0.92 |
patientHP1509101 | -0.87 | 0.14 | -6.42 | 12.35 | 0.00 |
patientHP1525301_T2D | 0.07 | 0.10 | 0.77 | 12.35 | 0.45 |
beta:T2D | -0.52 | 0.22 | -2.40 | 5.41 | 0.03 |
ductal:T2D | 0.59 | 0.19 | 3.12 | 5.54 | 0.01 |
Mixed effect model - Pancreas | |||||
Estimate | std.error | Statistic | df | p.value | |
(Intercept) | 4.37 | 0.12 | 36.20 | 16.21 | 0.00 |
Beta | -0.94 | 0.16 | -5.87 | 5.99 | 0.00 |
Ductal | -1.14 | 0.14 | -7.91 | 8.59 | 0.00 |
T2D | 0.31 | 0.17 | 1.80 | 16.90 | 0.09 |
beta:T2D | -0.52 | 0.22 | -2.40 | 7.92 | 0.03 |
ductal:T2D | 0.59 | 0.19 | 3.12 | 8.14 | 0.01 |