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Extensions to multivariate normal models for pedigree analysis
Abstract
Summary: Lange, Westlake & Spence (1976) used the assumption of multivariate normality to apply a likelihood method to the analysis of quantitative traits measured over pedigrees. We now introduce a test of the assumption of multivariate normality and methods for the detection of outlying families and outlying individuals. We also introduce a method for the estimation of effects of measured genetic markers as variance components, a flexible parameterization to estimate effects of shared family environment, and a method to allow for the ascertainment of pedigrees through probands. These innovations have been applied using numerical methods for maximization of the likelihood. Simulation studies and available theory suggest that the likelihood ratio criterion used in significance testing follows the expected asymptotic distribution with sample sizes encountered in typical applications.
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Cites
XV.—The Correlation between Relatives on the Supposition of Mendelian Inheritance.
Fisher, R. A. (1919) · Transactions of the Royal Society of Edinburgh · doi:10.1017/s0080456800012163 · Cited by 4,387
Cited by
Winkler, A. M., Kochunov, P., Blangero, J., Almasy, L., Zilles, K., Fox, P. T., Duggirala, R., & Glahn, D. C. (2010) · NeuroImage · doi:10.1016/j.neuroimage.2009.12.028 · Cited by 1,172
A General Test of Association for Quantitative Traits in Nuclear Families
Abecasis, G. R., Cardon, L. R., & Cookson, W. O. C. (2000) · The American Journal of Human Genetics · doi:10.1086/302698 · Cited by 1,126
Bicuspid aortic valve is heritable
Cripe, L., Andelfinger, G., Martin, L. J., Shooner, K., & Benson, D. W. (2004) · Journal of the American College of Cardiology · doi:10.1016/j.jacc.2004.03.050 · Cited by 635
Large Upward Bias in Estimation of Locus-Specific Effects from Genomewide Scans
Göring, H. H. H., Terwilliger, J. D., & Blangero, J. (2001) · The American Journal of Human Genetics · doi:10.1086/324471 · Cited by 483
The Familial Aggregation of Obstructive Sleep Apnea
Redline, S., Tishler, P. V., Tosteson, T. D., Williamson, J., Kump, K., Browner, I., Ferrette, V., & Krejci, P. (1995) · American Journal of Respiratory and Critical Care Medicine · doi:10.1164/ajrccm/151.3_pt_1.682 · Cited by 473
Metadata
- Authors
- HOPPER, J. L., & MATHEWS, J. D.
- Venue
- Annals of Human Genetics
- Publisher
- Wiley
- Published
- 1982-10
- Volume
- 46
- Issue
- 4
- Pages
- 373-383
- ISSN
- 0003-4800 (ISSN-L)
- 1469-1809
- OpenAlex
- W2062318434
- Cited by
- 509
- References
- 1
- FWCI
- 5.02
- Type
- journal article
- Language
- en
- Open access
- closed
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- HOPPER, J. L., & MATHEWS, J. D. (1982). Extensions to multivariate normal models for pedigree analysis. Annals of Human Genetics. https://doi.org/10.1111/j.1469-1809.1982.tb01588.x
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Bibliographic data: Semantic Scholar, OpenAlex, Crossref.
Contains information from the Semantic Scholar Academic Graph Datasets, made available under the ODC Attribution License (ODC-BY 1.0).
Semantic Scholar’s data is described in: Kinney, R., et al. (2023). The Semantic Scholar Open Data Platform. arXiv:2301.10140.