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A Statistical Model and Analysis for Genetic and Environmental Effects in Responses From Twin-Family Studies

Published online by Cambridge University Press:  01 August 2014

James S. Williams  and
Hariharan Iyer
James S. Williams*
Affiliation:
Department of Statistics, Colorado State University, Fort Collins Institute for Behavioral Genetics, University of Colorado, Boulder
Hariharan Iyer
Affiliation:
Department of Statistics, Colorado State University, Fort Collins
*
Department of Statistics, Colorado State University, Fort Collins, CO 80523, USA

Abstract

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A statistical model and analysis for genetic and environmental effects in twin-family data are presented. The model is used to derive expressions for phenotypic correlations of 22 essential pair relationships in twin-family units. The analysis proceeds in two steps. First, differential effects of sex, generation, and sex-zygosity of twin-family units and correlations due to cluster sampling are eliminated from correlation data. Then, estimates and tests of model parameters are calculated from the adjusted data. The theory and methods were developed for a Swedish twin-family study of many behaviors possibly related to the smoking habit. There, it is important to screen for behaviors that clearly are under genetic control and to assess relative influences of various biological and social environments on the development of all behaviors. Height data from the Swedish study are used to illustrate concepts and methods presented in this paper.

Keywords

Twin modelsTwin-family studiesSmokingGenetic screeningFamily relationshipSocial behaviorSocial environmentHeight
Type
Research Article
Information
Acta geneticae medicae et gemellologiae: twin research , Volume 30 , Issue 1 , January 1981 , pp. 9 - 38
Copyright
Copyright © The International Society for Twin Studies 1981

References

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