98
T. Basu et al.
Table 3.2 Summary of bootstrap estimates for the Gaia dataset. The lower and upper bounds of
the 95% confidence intervals for model parameters are obtained as the 2.5% and 97.5% quantiles
of the empirical bootstrap distributions
Predictors
Mean
Median
Bias
SD
CI-lower
CI-upper
band1
827.98
835.75
9.33
132.04
483.41
1062.81
band2
991.57
986.84
37.78
333.28
350.15
1655.07
band3
10.21
0.00
10.21
64.39
−30.62
182.39
band4
−2.21
0.00
−2.21
27.26
−67.58
46.23
band5
0.25
0.00
0.25
2.50
0.00
0.87
band6
9127.26
9137.34
−49.87
366.25
8421.19
9797.16
band7
−2984.39
−3019.35
−37.65
338.35
−3441.90
−1557.63
band8
1998.24
2059.49
58.57
429.29
0.84
2486.86
band9
−678.97
−692.91
−46.31
188.08
−1013.58
−78.25
band10
−1092.59
−1123.82
−42.44
226.78
−1392.43
−127.41
band11
58.00
21.52
37.91
78.82
−3.37
254.11
band12
−6.95
0.00
−6.95
22.94
−80.57
0.24
band13
22.90
0.00
22.90
32.18
−0.39
102.34
band14
680.22
697.12
−27.19
147.25
215.06
920.35
band15
−400.80
−405.13
−30.81
127.43
−637.49
−139.13
band16
−391.75
−398.42
−8.78
136.66
−638.43
0.00
Fig. 3.8 Bootstrapped distribution of the parameters in the Gaia dataset