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. Author manuscript; available in PMC: 2011 Apr 27.
Published in final edited form as: Ann Appl Stat. 2011;5(1):449–467. doi: 10.1214/10-AOAS390

Table 2.

Comparison of parameter estimates under alternative models for the within-subject association

Effect Model Estimate SE Z-statistic P-value
Intercept Bridge 1.827 1.459 1.25 0.211
AR(1)-corr 1.374 1.590 0.86 0.388
AR(1)-τ 1.389 1.514 0.92 0.359
Heagerty 2.073 1.407 1.47 0.141
Bahadur 1.763 1.352 1.30 0.193
GEE 1.959 1.506 1.30 0.193
Time Bridge −0.641 0.080 −8.02 < 0.001
AR(1)-corr −0.812 0.102 −7.98 < 0.001
AR(1)-τ −0.815 0.094 −8.67 < 0.001
Heagerty −0.612 0.063 −9.64 < 0.001
Bahadur −0.637 0.088 −7.28 < 0.001
GEE −0.642 0.098 −6.57 < 0.001
HIV Bridge −0.075 0.266 −0.28 0.777
AR(1)-corr −0.082 0.264 −0.31 0.756
AR(1)-τ −0.076 0.259 −0.29 0.769
Heagerty −0.038 0.249 −0.15 0.879
Bahadur −0.037 0.269 −0.14 0.891
GEE −0.073 0.264 −0.28 0.782
TIME*HIV Bridge 0.234 0.135 1.73 0.084
AR(1)-corr 0.336 0.170 1.97 0.049
AR(1)-τ 0.323 0.160 2.02 0.044
Heagerty 0.226 0.101 2.23 0.025
Bahadur 0.213 0.140 1.53 0.128
GEE 0.251 0.156 1.61 0.108
MOM SMOKE Bridge −0.182 0.176 −1.03 0.303
AR(1)-corr −0.170 0.185 −0.92 0.359
AR(1)-τ −0.179 0.177 −1.01 0.314
Heagerty −0.197 0.187 −1.05 0.292
Bahadur −0.206 0.172 −1.20 0.231
GEE −0.200 0.173 −1.15 0.248
GEST AGE Bridge −0.045 0.037 −1.22 0.225
AR(1)-corr −0.038 0.040 −0.93 0.352
AR(1)-τ −0.037 0.038 −0.95 0.341
Heagerty −0.052 0.036 −1.45 0.149
Bahadur −0.043 0.034 −1.26 0.207
GEE −0.048 0.038 −1.26 0.207
Low Birth Wt Bridge 0.086 0.190 0.45 0.652
AR(1)-corr 0.122 0.198 0.62 0.536
AR(1)-τ 0.136 0.191 0.71 0.477
Heagerty 0.078 0.191 0.41 0.683
Bahadur 0.096 0.173 0.55 0.581
GEE 0.083 0.193 0.43 0.667
Parameter Model Estimate 95% Confidence Interval
φ Bridge 0.847 [0.788,0.906]
AR(1)-corr 0.686 [0.556,0.815]
AR(1)-τ 0.731 [0.634,0.827]
ρ AR(1)-corr 0.841 [0.725,0.957]
τ AR(1)-τ 0.749 [0.651,0.847]
Γ Bahadur AR(1) 0.206 [0.107,0.304]