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A trend test for the analysis of multiple paternity

  • Markus Neuhäuser*
  • , Bernd Leisler
  • , Ludwig A. Hothorn
  • *Corresponding author for this work

Research output: Contribution to journalArticleResearchpeer review

Abstract

The aquatic warbler, Acrocephalus paludicola, is one of a few species in which nestlings from a single nest can be sired by up to four different fathers. Data from a DNA fingerprinting study suggest that there is a trend: the larger the number of fathers in a brood the larger is the number of nestlings. However, the number of young within a single nest cannot be smaller than the number of fathers. This restriction causes an inherent trend and, consequently, can lead to a false-positive trend test result. For this nonstandard situation, we propose a trend test that differentiates between the inherent trend and a "real" trend, that is, a larger brood size through multiple paternity. Using DNA fingerprinting data, we performed a randomization test using the proposed new trend test statistic and obtained a significant result (P = 0.047). This indicates that a larger number of fathers per brood is associated with a larger brood size. In addition, we consider an umbrella alternative, that is, a downturn in effect may occur after the optimal number of fathers per brood is exceeded. An appropriate test for this alternative also leads to a significance (P = 0.011) .

Original languageEnglish
Pages (from-to)29-35
Number of pages7
JournalJournal of Agricultural, Biological, and Environmental Statistics
Volume8
Issue number1
DOIs
Publication statusPublished - Mar 2003

Keywords

  • DNA fingerprinting
  • Jonckheere-Terpstra test
  • Nonstandard situation
  • Randomization test
  • Umbrella alternative

ASJC Scopus subject areas

  • Statistics and Probability
  • Agricultural and Biological Sciences (miscellaneous)
  • General Environmental Science
  • General Agricultural and Biological Sciences
  • Statistics, Probability and Uncertainty
  • Applied Mathematics

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