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st: ST: Hazard rates translating into probabilities
Dear all,
I have run the following cox proportional regression
and have obtained the following hazard rates:
Cox regression -- Breslow method for ties
No. of subjects = 1183
Number of obs = 38798
No. of failures = 81
Time at risk = 61604
LR
chi2(4) = 20.97
Log likelihood = -543.6461
Prob > chi2 = 0.0003
------------------------------------------------------------------------------
_t | Haz. Ratio Std. Err. z P>|z|
[95% Conf. Interval]
-------------+----------------------------------------------------------------
qrav_opcfs~d | .6283569 .0971229 -3.01 0.003
.4641295 .8506946
ingdpann | .0010561 .0022373 -3.24 0.001
.0000166 .0671317
qrav_intli~d | 1.794957 .3403711 3.08 0.002
1.237781 2.602941
qrav_ncapi~d | 3.291716 1.722468 2.28 0.023
1.180351 9.179809
------------------------------------------------------------------------------
QUESTION:
How can I obtain an overall probability of the above
model when using data from say one observation (for
the four independent variables above). I am looking
for overall probabilities of failure (not hazard
rate). Can anyone give me a one by one calculation?
Many thanks
____________________________________________________________________________________
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