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STCOMPADJ: Stata module to estimate the covariate-adjusted cumulative incidence function in the presence of competing risks

Author

Listed:
  • Enzo Coviello

    (Dipartimento di Prevenzione Az. USL Ba/1)

Programming Language

Stata

Abstract

stcompadj estimates the adjusted cumulative incidence function based on a Cox or a flexible parametric regression model in the presence of competing risks. Cox regression in the presence of competing risks is usually performed by fitting separate models for each failure type. It is possible to obtain the same results by using a single analysis after appropriately adapting the data set. In short this consists of expanding each observation for each cause of failure, creating a stratum indicator taking on a value of 1 for the first n records, 2 for the following n records and so on, and modifying the failure indicator so that it attains the value 1 for each observation of death caused by the main event in the first stratum, for each observation of death caused by the competing event in the second stratum and so on. This way of representing data (expanded format) allows to model both identical and different effects of the same covariate on the main and competing events.

Suggested Citation

  • Enzo Coviello, 2009. "STCOMPADJ: Stata module to estimate the covariate-adjusted cumulative incidence function in the presence of competing risks," Statistical Software Components S457063, Boston College Department of Economics, revised 25 Nov 2009.
  • Handle: RePEc:boc:bocode:s457063
    Note: This module should be installed from within Stata by typing "ssc install stcompadj". The module is made available under terms of the GPL v3 (https://www.gnu.org/licenses/gpl-3.0.txt). Windows users should not attempt to download these files with a web browser.
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    File URL: http://fmwww.bc.edu/repec/bocode/s/stcompadj.ado
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    File URL: http://fmwww.bc.edu/repec/bocode/s/stcompadj.sthlp
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    File URL: http://fmwww.bc.edu/repec/bocode/s/stcompadj_example.ado
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    File URL: http://fmwww.bc.edu/repec/bocode/s/silong.dta
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    File URL: http://fmwww.bc.edu/repec/bocode/m/malignantmelanoma.dta
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    File URL: http://fmwww.bc.edu/repec/bocode/s/si.dta
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    File URL: http://fmwww.bc.edu/repec/bocode/s/stcompadj-ItSUG2009.pdf
    File Function: documentation
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