Re: [R] Survival Analysis and Predict time-to-death

2015-08-18 Thread David Winsemius
It depends on several factors. You need answers to all these questions: How many events occurred, ... and was the period of observation long enough to cover a significant fraction of the life expectancy, …. and is there external evidence or theory that will help establish that this process shou

Re: [R] Survival Analysis and Predict time-to-death

2015-08-18 Thread Göran Broström
On 2015-08-18 01:44, David Winsemius wrote: On Aug 17, 2015, at 1:51 PM, David Winsemius wrote: On Aug 17, 2015, at 12:10 PM, survivalUser wrote: Dear All, I would like to build a model, based on survival analysis on some data, that is able to predict the /*expected time until death*/ fo

Re: [R] Survival analysis and predict time-to-death

2015-08-18 Thread Therneau, Terry M., Ph.D.
I read this list a day late as a digest so my answers are rarely the first. (Which is nice as David W answers most of the survival questions for me!) What you are asking is reasonable, and in fact is common practice in the realm of industrial reliability, e.g., Meeker and Escobar, Statistical

Re: [R] Survival Analysis and Predict time-to-death

2015-08-17 Thread survivalUser
Thank you David for your answer. Some follow-up questions: - So, do you think that try to estimate the life expectancy would be risky and probably not justifiable? Is there some sort of 'confidence' that the model could give me for a prediction? - type=response - I found it here: https://stat.e

Re: [R] Survival Analysis and Predict time-to-death

2015-08-17 Thread David Winsemius
Ooops. I meant to drop that other message but hit the send icon instead. On Aug 17, 2015, at 3:39 PM, Bert Gunter wrote: > David: > > I may have misunderstood you here, specifically: > > "As such I would ask if you really wanted to use a parametric survival > model in the first place? " > >

Re: [R] Survival Analysis and Predict time-to-death

2015-08-17 Thread David Winsemius
On Aug 17, 2015, at 1:51 PM, David Winsemius wrote: > > On Aug 17, 2015, at 12:10 PM, survivalUser wrote: > >> Dear All, >> >> I would like to build a model, based on survival analysis on some data, that >> is able to predict the /*expected time until death*/ for a new data >> instance. > > A

Re: [R] Survival Analysis and Predict time-to-death

2015-08-17 Thread David Winsemius
On Aug 17, 2015, at 3:39 PM, Bert Gunter wrote: > David: > > I may have misunderstood you here, specifically: > > "As such I would ask if you really wanted to use a parametric survival > model in the first place? " > > The K-M curve is , of course, a **non-parametric** fit, and that is > why t

Re: [R] Survival Analysis and Predict time-to-death

2015-08-17 Thread Bert Gunter
David: I may have misunderstood you here, specifically: "As such I would ask if you really wanted to use a parametric survival model in the first place? " The K-M curve is , of course, a **non-parametric** fit, and that is why there can be no mean survival time unless the last point is a death.

Re: [R] Survival Analysis and Predict time-to-death

2015-08-17 Thread David Winsemius
On Aug 17, 2015, at 12:10 PM, survivalUser wrote: > Dear All, > > I would like to build a model, based on survival analysis on some data, that > is able to predict the /*expected time until death*/ for a new data > instance. Are you sure you want to use life expectancy as the outcome? In order

[R] Survival Analysis and Predict time-to-death

2015-08-17 Thread survivalUser
Dear All, I would like to build a model, based on survival analysis on some data, that is able to predict the /*expected time until death*/ for a new data instance. Data For each individual in the population I have the, for each unit of time, the status information and several continuous covariat