semiparametric PH mixture cure model | mixture cure frailty model | |||||
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Cure probability model (Incidence model) | ||||||
Variable | Coefficient | SE | OR(95% CI) | Coefficient | SE | OR(95% CI) |
Intercept | 0.518 | 0.354 | 1.679(0.839,3.360) | 0.544 | 0.305 | 1.723(0.948, 3.132) |
Age(> 33/ <  = 33) | 0.509 | 0.145 | 1.664(1.252,2.210) | 0.498 | 0.141 | 1.645(1.248,2.169) |
Gender (Male/ Female) | 1.228 | 0.379 | 3.414(1.624,7.177) | 1.214 | 0.335 | 3.367(1.746, 6.492) |
Marital Status (Married/ Single) | -0.327 | 0.138 | 0.721(0.550,0.945) | -0.309 | 0.144 | 0.734(0.554, 0.974) |
Antiretroviral therapy (Yes /No) | -2.028 | 0.143 | 0.132(0.099,0.174) | -2.035 | 0.159 | 0.131(0.096, 0.178) |
Tuberculosis infection (Yes/No) | -0.147 | 0.183 | 0.863(0.603,1.236) | -0.147 | 0.153 | 0.863(0.640, 1.165) |
Education (High /Low) | -1.218 | 0.419 | 0.296(0.130,0.672) | -1.241 | 0.498 | 0.289(0.109, 0.767) |
Imprisonment(Yes /No) | -1.034 | 0.198 | 0.356(0.241,0.524) | -1.047 | 0.198 | 0.351(0.238, 0.517) |
Drug Abuse(Yes /No) | -0.455 | 0.269 | 0.634(0.374,1.075) | -0.444 | 0.281 | 0.641(0.370, 1.113) |
Occupational status (Employed/ Unemployed) | 0.166 | 0.122 | 1.181(0.929,1.499) | 0.167 | 0.138 | 1.182(0.902, 1.549) |
Modes of HIV transmission (Injecting drug users/Other) | 0.732 | 0.271 | 2.079(1.222,3.537) | 0.720 | 0.262 | 2.054(1.229, 3.433) |
Failure time distribution model (Latency model) | ||||||
Variable | Coefficient | SE | HR(95% CI) | Coefficient | SE | HR(95% CI) |
Age(> 33/ <  = 33) | 0.046 | 0.073 | 1.047(0.907,1.208) | 0.115 | 0.094 | 1.122(0.933, 1.349) |
Gender (Male/ Female) | -0.221 | 0.229 | 0.802(0.512,1.256) | -0.227 | 0.293 | 0.770(0.449, 1.415) |
Marital status (Married/ Single) | -0.024 | 0.084 | 0.976(0.828,1.151) | -0.093 | 0.103 | 0.911(0.745, 1.115) |
Antiretroviral therapy (Yes /No) | -0.632 | 0.121 | 0.532(0.419,0.674) | -0.780 | 0.152 | 0.458(0.340, 0.617) |
Tuberculosis infection (Yes /No) | 0.252 | 0.073 | 1.287(1.115,1.485) | 0.330 | 0.094 | 1.391(1.157, 1.672) |
Education (High /Low) | -0.086 | 0.460 | 0.918(0.372,2.261) | -0.052 | 0.491 | 0.949(0.363, 2.485) |
Imprisonment (Yes /No) | -0.355 | 0.088 | 0.701(0.590,0.833) | -0.466 | 0.108 | 0.628(0.508, 0.775) |
Drug abuse (Yes /No) | -0.143 | 0.107 | 0.867(0.703,1.069) | -0.171 | 0.162 | 0.843(0.614, 1.158) |
Occupational status (Employed/ Unemployed) | -0.003 | 0.075 | 0.997(0.861,1.155) | -0.027 | 0.096 | 0.973(0.806, 1.175) |
Modes of HIV transmission (Injecting drug users/Other) | 0.705 | 0.151 | 2.024(1.505,2.721) | 0.888 | 0.195 | 2.430(1.658, 3.562) |
Frailty parameter | - | - | - | 0.380 | 0.066 | (0.249, 0.510) |