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This is the preliminary program for the 2007 Joint Statistical Meetings in Salt Lake City, Utah.

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Activity Number: 154
Type: Contributed
Date/Time: Monday, July 30, 2007 : 10:30 AM to 12:20 PM
Sponsor: Biometrics Section
Abstract - #310251
Title: Comparing Exact and Asymptotic Confidence Intervals for a Function of Variance Components
Author(s): Brent Burch*+
Companies: Northern Arizona University
Address: PO Box 5717, Flagstaff, AZ, 86011-5717,
Keywords: Heritability ; Linear mixed models ; Pivotal quantity ; REML estimation
Abstract:

Heritability, the extent to which a physical characteristic is passed from one generation to the next, is often equated to a function of variance components in mixed linear models having two variances. Using normality assumptions, one can compute exact confidence intervals for heritability. These intervals differ from those based on the asymptotic distribution of the REML estimator. In this poster, exact and asymptotic intervals are constructed for models ranging from the one-way random effects model to animal breeding models having correlated observations.


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Revised September, 2007