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. Author manuscript; available in PMC: 2019 Feb 27.
Published in final edited form as: Biometrics. 2018 Apr 27;74(4):1271–1281. doi: 10.1111/biom.12879

Table 2.

Best performing models for estimating ψ0 = E0(Y |W, A, S) for the vaccine and placebo groups of the CYD14 trial. For both the vaccine and placebo groups the model with the lowest CV-MSE was a logistic regression (glm) using variables selected from the screen screen.MNv2 in Table 1.

Model Term Coefficient Odds Ratio 2-Sided P-value
Vaccine Model
(Intercept) 1.09 2.96 0.26
AGE.9.11 −0.09 0.91 0.74
AGE.12.14 −2.46 0.09 <0.01
MALE −0.36 0.70 0.09
M13.MNv2.S1b −3.62 0.03 <0.01
M13.MNv2.S2 0.77 2.16 0.02
M13.MNv2.S3 1.41 4.09 0.04
M13.MNv2.S4 −0.12 0.89 0.81
M13.MNv2.Avec 3.45 31.53 <0.01
M13.MNv2.Min −3.53 0.03 <0.01
M13.MNv2.Max −0.59 0.55 0.28
Sero2.frequencyd −0.91 <0.01 <0.01
Sero3.frequency −0.57 <0.01 <0.01
Sero4.frequency −0.38 0.02 <0.01
Placebo Model
(Intercept) 1.97 7.16 0.01
AGE.9.11 0.84 2.32 <0.01
AGE.12.14 −0.17 0.85 0.55
MALE 0.04 1.04 0.82
M13.MNv2.S1b −1.10 0.33 <0.01
M13.MNv2.S2 0.25 1.29 0.34
M13.MNv2.S3 0.56 1.76 0.10
M13.MNv2.S4 0.06 1.06 0.84
M13.MNv2.Avec 1.01 2.75 0.43
M13.MNv2.Min −2.62 0.07 <0.01
M13.MNv2.Max −0.25 0.78 0.51
Sero2.frequencyd −0.72 <0.01 <0.01
Sero3.frequency −0.54 <0.01 <0.01
Sero4.frequency −0.46 <0.01 <0.01
a

The reference age category is 2–8 year olds.

b

M13.MNv2.S1 is the binary indicator of a Month 13 positive response to serotype 1 using the MNv2 assay, with positive response defined by MNv2 serotype neutralization titer ⩾ 10. M13.MNv2.S2–M13.MNv2.S4 are defined similarly.

c

M13.MNv2.Ave, M13.MNv2.Min, and M13.MNv2.Max coefficients are per one log10 increase in neutralization titer value.

d

Serotype frequency variable coefficients are per 0.10 increase in the estimated serotype frequency of a participant’s country.