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1 vote
1 answer
156 views

Capture time variation in survival analysis

I am currently working with intraday time-to-event data, where the time to event typically spans just a few minutes. I want to compare the survival curves of two subpopulations in my sample. The ...
John's user avatar
  • 363
2 votes
1 answer
545 views

DIfference between hazard ratio and partial hazard in survival analysis

The hazard function in survival analysis is represented as (https://in.mathworks.com/help/stats/cox-proportional-hazard-regression.html): Here the exponential term is termed as hazard ratio as ...
NN_Developer's user avatar
1 vote
1 answer
63 views

Logic to caluclate shape and scale parameter in survival analysis

I have the below dataset: ...
NN_Developer's user avatar
0 votes
1 answer
235 views

Obtain the survival function plot by building an overall survival regression model

I need to build an overall survival regression model that can show the survival plots for id's with multiple rows. I have used the Weibull function to define the baseline hazard function h0(t) and Cox ...
NN_Developer's user avatar
2 votes
1 answer
125 views

Extended Weibull-Cox model survival function

I'm reading an article where the authors use an extended Cox-Weibull hazard model with time-varying covariates to model survival time of an individual. This individual is allowed to start at week $m$, ...
statian's user avatar
  • 439
4 votes
2 answers
14k views

How to model survival analysis when proportional hazards assumption is not met and stratification and time-varying are not possible?

I am modelling a survival analysis over a rather long follow-up period (10 years). My exposure is time-invariant and clearly violates the proportional hazards assumptions so Cox Proportional Hazards ...
Vincent's user avatar
  • 313