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RCTMISS: Stata module to analyse a randomised controlled trial (RCT) allowing for informatively missing outcome data

Author

Listed:
  • Ian White

    (MRC Clinical Trials Unit at UCL)

Programming Language

Stata

Abstract

rctmiss analyses a randomised controlled trial with missing outcome data under a range of assumptions about the missing data. The data and missingness are modelled jointly using either a pattern-mixture model (modelling the differences between missing and observed data) or a selection model (modelling the missing data mechanism). Assumptions about the missing data are expressed via a sensitivity parameter delta which measures the degree of departure from missing at random. Results can be obtained for a single assumption (a single value of delta, possibly varying between individuals), or graphed over a range of assumptions (a range of values of delta).

Suggested Citation

  • Ian White, 2017. "RCTMISS: Stata module to analyse a randomised controlled trial (RCT) allowing for informatively missing outcome data," Statistical Software Components S458304, Boston College Department of Economics, revised 26 Dec 2018.
    • Handle: RePEc:boc:bocode:s458304
    Note: This module should be installed from within Stata by typing "ssc install rctmiss". 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.
    as

    Download full text from publisher

    File URL: http://fmwww.bc.edu/repec/bocode/r/rctmiss.ado
    File Function: program code
    Download Restriction: no
    File URL: http://fmwww.bc.edu/repec/bocode/r/rctmiss.do
    File Function: do-file
    Download Restriction: no
    File URL: http://fmwww.bc.edu/repec/bocode/r/rctmiss_smlik.ado
    File Function: program code
    Download Restriction: no
    File URL: http://fmwww.bc.edu/repec/bocode/r/rctmiss.sthlp
    File Function: help file
    Download Restriction: no
    File URL: http://fmwww.bc.edu/repec/bocode/u/UK500.dta
    File Function: sample data file
    Download Restriction: no
    File URL: http://fmwww.bc.edu/repec/bocode/s/smoke.dta
    File Function: sample data file
    Download Restriction: no
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