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  • Stset for Survival Analysis

    Hello everyone,

    I am studying the survival of firms in the exported destination between 2009-2019. My data is annual and I have many time-varying covariates. Because I am using the data of Turkish Statistical Institute, I have the total list of all exporting firms. I am planning to estimate survival by using cloglog model however first I want to estimate it with Cox to also present the results to my PhD advisor even if it is not the most proper method for the structure of data. I am interested in first spells between this period so far but then I will include multiple spells assign other methods suitable for it such as shared fraility.

    My question is the time period 2009-2019. But there are some firms whose spells start later. They might be exported to same destination before 2009 but I do not have information for that. The only think that I know is they are not exporting from 2009 until the starting year of the spell cause otherwise it would have seen it in the data. As far as I understand these type of entries are named as delayed entry. When I search, in some sources, I have seen that they are using time0 option for these kind of data and in some there is entry option. I am planning to use the code below but still I am not sure. Besides, do I also need to transform my t_start and t_end variable as 0,1,2 as coding 2008=0 instead of years 2008,2009?


    Code:
     stset t_end, fail (fail) exit (t_end .) id(id) time0(t_start)

    Code:
     firm_countypair t_start t_end fail interval
    
    1 2008 2009 0 1
    1 2009 2010 0 2
    1 2010 2011 1 3
    2 2008 2009 0 1
    2 2009 2010 0 2
    2 2010 2011 0 3
    2 2011 2012 1 4
    3 2009 2010 0 1
    3 2010 2011 0 2
    3 2011 2012 1 3
    4 2009 2010 0 1
    4 2010 2011 0 2
    4 2011 2012 0 3
    4 2012 2013 1 4
    5 2009 2010 0 1
    5 2010 2011 0 2
    5 2011 2012 1 3
    Thank you so much.

    Cemre
    Last edited by Cemre Kucuk; 12 Nov 2024, 09:04.
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