Robust methods for dependent cell pedigree data

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3 Citations (Scopus)

Abstract

This paper studies a robust approach to the analysis of cell pedigree data, building on the work of Huggins & Marschner (1991) which discussed M-estimation for the so-called bifurcating autoregressive process. The study allows for incomplete observation of the pedigree, and incorporates the possibility of additive effects outliers, as discussed in the time series literature. Some properties of the proposed estimation procedure are studied, including a Monte Carlo investigation of robustness in the presence of contamination.
Original languageEnglish
Pages (from-to)181-198
Number of pages18
JournalAustralian Journal of Statistics
Volume34
Issue number2
Publication statusPublished - 1992
Externally publishedYes

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