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. Author manuscript; available in PMC: 2019 Jan 25.
Published in final edited form as: J Am Stat Assoc. 2016 May 5;111(513):344–354. doi: 10.1080/01621459.2015.1008101

Table 4.

Relative biases (RB), standard errors (SE) and mean squared error (MSE) of the estimated quantile coefficients with disease misspecification under Model (1) at quantile levels 0.1, 0.5 and 0.9. P0 is the true disease prevalence.

WrongPrev τ = 0.5
τ = 0.9
RB (%) SE MSE × n RB (%) SE MSE × n
KS P0/2 −9.1 0.043 4.0 −7.9 0.059 7.2
P0/1.5 −7.8 0.043 3.9 −6.4 0.059 7.0
P0/1.2 −6.3 0.043 3.8 −4.4 0.058 6.7
P0 −4.7 0.042 3.6 −2.0 0.056 6.3
1.2P0 −3.7 0.042 3.5 −1.1 0.055 6.1
1.5P0 −1.1 0.041 3.4 1.2 0.055 6.0
2P0 3.4 0.040 3.3 5.2 0.052 5.5

SICO (T=10) P0/2 −8.7 0.043 3.9 −7.5 0.058 6.9
P0/1.5 −7.2 0.043 3.8 −5.9 0.057 6.6
P0/1.2 −5.9 0.042 3.7 −4.2 0.056 6.4
P0 −4.5 0.042 3.6 −2.7 0.056 6.2
1.2P0 −2.9 0.042 3.5 −0.9 0.055 6.0
1.5P0 −0.4 0.041 3.4 1.7 0.054 5.7
2P0 3.4 0.040 3.3 5.8 0.052 5.4