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33 views

Counting process approach in survival analysis with non-contiguous intervals?

I am setting up a Cox Proportional Hazards model in R to analyze survival time until a recurrence event occurs. Each case can experience multiple recurrence events, therefore I decided to emply the ...
cornel's user avatar
  • 11
1 vote
1 answer
354 views

Understand robust se vs naive se from marginal means survival model [duplicate]

I ran a marginal means survival model that included some time-invariant and time-varying covariates (see this post for relevant information). I am trying to understand why the robust standard errors ...
cliu's user avatar
  • 211
1 vote
1 answer
256 views

Confirming the censoring state transition with a multi-state Cox model with recurrent events

I am working with data that contains information about the age at which each person enrolled in a study; zero or more hospitalization events for a disease (with age information); the age at which they ...
carbocation's user avatar
6 votes
1 answer
3k views

Interpret survival curve for multiple-event Cox proportional hazard model

I am using the bladder2 dataset, which is setup in "conditional" long format: ...
NickBraunagel's user avatar
1 vote
0 answers
86 views

How can I change the 'baseline hazard function' from its default?

I have implemented a gap time-conditional (aka PWP) recurrent Cox regression model in R. However, rather then baseline hazard function (delta_0(t)) acting as a constant, I would like to incorporate a ...
Anthony Nash's user avatar
5 votes
0 answers
4k views

Modelling recurrent events using Cox regression (in R)

I would appreciate a sanity check of whether I am using Cox PH regression in R correctly to analyse recurrent events. My work has used the instructions proposed in "Modelling recurrent events: a ...
Anthony Nash's user avatar
1 vote
0 answers
235 views

How to calculate median survival time in repeated events data?

I have a global dataset (with over 170 countries) and most of the countries in the data experienced the event multiple times. I use extended Cox models to analyze the data (so called "PWP"/conditional ...
FKG's user avatar
  • 300