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Update README.md
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Chirag Nagpal authored Oct 30, 2020
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Expand Up @@ -9,13 +9,13 @@ is implemented in `pytorch`.
What is Survival Analysis?
------------------------

**Survival Analysis** involves estimating when an event of interest, \( T \)
would take place given some features or covariates \( X \). In statistics
**Survival Analysis** involves estimating when an event of interest, _T_
would take place given some features or covariates _X_. In statistics
and ML, these scenarios are modelled as regression to estimate the conditional
survival distribution, ℙ (T > t | X).
survival distribution, _P_(_T_>t|_X_).
As compared to typical regression problems, Survival Analysis differs in two major ways:

* The Event distribution, \( T \) has positive support i.e. T[0, ∞).
* The Event distribution, _T_ has positive support i.e. _T_[0, ∞).
* There is presence of censoring i.e. a large number of instances of data are
lost to follow up.

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