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1 results

  • Statistical Inference Based on Ranks

  • Thomas P. Hettmansperger, Joseph W. McKean
  • Journal:
    Psychometrika / Volume 43 / Issue 1 / March 1978
    Published online by Cambridge University Press:
    01 January 2025, pp. 69-79

  • This paper develops a unified approach, based on ranks, to the statistical analysis of data arising from complex experimental designs. In this way we answer a major objection to the use of rank procedures as a major methodology in data analysis. We show that the rank procedures, including testing, estimation and multiple comparisons, are generated in a natural way from a robust measure of scale. The rank methods closely parallel the familiar methods of least squares, so that estimates and tests have natural interpretations.