Hello:

If the question is how likely an event will occur at a give time point, can
we use logistic regression with time t as a predictor variable? For example,
if the data is
ID   Gender  Tenure     Churn
1       M        17             0
2       M        3               1
3       M        6               0
4       F         10             1
5       F         9               0
6       F         20             1

We want to predict the likelihood that an insurance policy holder will churn
at a given tenure, can we build the model as:

logit (churn=1)=b0+b1*Gender+b2*tenure?

or we have to use survival analysis for discrete time? Thank you.

Best Regards
Zhongmiao Wang
Senior Analyst
RMG Connect

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