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ALIGNEDPAIRS: Stata module to perform the aligned ranks test for matched pairs (Hodges-Lehmann)

Author

Listed:
  • Ariel Linden

    (Linden Consulting Group, LLC)

Programming Language

Stata

Abstract

alignedpairs performs two analyses for matched-pairs: (1) the standard Wilcoxon signed-ranks test using the official Stata signrank, and (2) the Hodges-Lehmann treatment effects estimator with distribution-free confidence intervals. In the case of matched-pairs, the Hodges-Lehmann estimator is defined as the median of the set of n(n+1)/2 Walsh averages. More specifically, the process entails estimating the average difference in outcomes (x-y) for every possible n(n+1)/2 pair and then deriving the overall median of all averages (the Hodges-Lehmann estimator). A distribution-free confidence interval is estimated using large-sample approximation.

Suggested Citation

  • Ariel Linden, 2014. "ALIGNEDPAIRS: Stata module to perform the aligned ranks test for matched pairs (Hodges-Lehmann)," Statistical Software Components S457916, Boston College Department of Economics.
  • Handle: RePEc:boc:bocode:s457916
    Note: This module should be installed from within Stata by typing "ssc install alignedpairs". 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/a/alignedpairs.ado
    File Function: program code
    Download Restriction: no

    File URL: http://fmwww.bc.edu/repec/bocode/a/alignedpairs.sthlp
    File Function: help file
    Download Restriction: no

    File URL: http://fmwww.bc.edu/repec/bocode/h/hamilton.dta
    File Function: sample data file
    Download Restriction: no
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