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. 2020 Nov 16;74(2):340–362. doi: 10.1111/bmsp.12227

Table 4.

Predicting income from social class with the different approaches

Method Conditional
variances a μ1 (low) μ2 (medium) μ3 (high)
BCH 26.65 (0.60) 37.06 (1.35) 44.70 (3.09)
ML Equal 25.59 (0.50) 33.22 (2.33) 113.21 (23.59)
ML Unequal 20.63 (0.31) 44.94 (1.06) 65.67 (3.84)
LTB 25.37 (0.90) 36.49 (1.16) 44.16 (2.62)
Two‐step Equal 26.90 (0.58) 34.86 (1.77) 51.04 (6.48)
Two‐step Unequal 24.72 (0.67) 36.54 (1.49) 64.03 (3.78)
One‐step LC model distorted
Variances BCH 538.43 (47.68) 713.64 (104.39) 1,209.44 (252.19)
a

The standard errors of BCH estimates are calculated assuming unequal conditional variances. The one‐step estimates are distorted under both equal and unequal conditional variances.