Published May 9, 2019 | Version 1.1.0
Software Open

R code for independent- and paired-samples permutation tests

  • 1. Infinity, Toulouse Institute for Infectious and Inflammatory Diseases, Toulouse, France
  • 1. Robert Koch Institute, Berlin, Germany
  • 2. Navrongo Health Research Centre and Research Laboratory, Navrongo, Ghana
  • 3. PATH, Seattle, Washington, USA
  • 4. National Institute of Research on Public Health (INRSP), Bamako, Mali

Description

The R script in this upload implements permutation tests to compare two sets of antibody concentrations or titres. Two types of tests are provided: independent-samples tests on the difference or the log-ratio of geometric mean concentrations, and a sign-test for paired samples. All the tests output two-tailed p-values. The function can be tested on the simulated data provided in the accompanying pseudodata.RData file.

The earlier version (1.0.0) of the code was intended as a supplement to the manuscript Long-term immunity against yellow fever in children vaccinated during infancy: a longitudinal cohort study by Domingo and coll., to be published in The Lancet Infectious Diseases on 20 September 2019. The main impulse for this update was to tidy up the R code and make it safer to use by others by including checks on the function arguments, but it ended up as a thorough rewriting of the original code. See the accompanying 'permtest_manual.pdf' file for the full version notes and usage details.

 

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Additional details

Related works

Is cited by
Journal article: 10.1016/S1473-3099(19)30323-8 (DOI)

Funding

Persistence of (humoral) immunity in children after yellow feveer vacination 206534
Wellcome Trust

References

  • Good P. Permutation tests: a practical guide to resampling methods for testing hypotheses. 2nd ed. New York: Springer-Verlag; 2000.
  • C Domingo, J Fraissinet, PO Ansah, CL Kelly, N Bhat, SO Sow, JE Mejía. Long-term immunity against yellow fever in children vaccinated during infancy: a longitudinal cohort study. The Lancet Infectious Diseases 19:1363-1370 (2019) https://doi.org/10.1016/S1473-3099(19)30323-8