Testing for linkage disequilibrium using SAS/GENETICS and SAS/STAT
نویسندگان
چکیده
Testing for the presence of linkage disequilibrium (LD) and measuring its value is important in statistical genetics. LD deals with the correlation of genetic variation at two or more loci in the genome within a given population. PROC ALLELE in SAS/GENETICS provides a variety of pair-wise LD measures that are related to the well-known Pearson correlation r. Different statistical tests of linkage disequilibrium are performed using PROC ALLELE. PROC HAPLOTYPE offers LD test statistics for multiple loci. In this paper, we clarify differences between LD measures obtained using PROC ALLELE and show how the HAPLO=OPTION of this procedure interacts with the linkage disequilibrium calculations and tests. Moreover, we compare PROC CORR and PROC ALLELE in terms of correlation coefficients of genotypic data.
منابع مشابه
Beyond SAS / GENETICS
The field of statistical genetics has developed considerably over the past five years due to the substantial advances in genomic technology. The volume and the nature of these data create a need for reliable computer software to perform statistical analyses. SAS/GENETICS offers a collection of procedures specifically tailored for genetic data such as ALLELE, HAPLOTYPE, CASECONTROL and FAMILY pr...
متن کاملTesting linkage disequilibrium in sibships.
We describe the use of multivariate regression for testing allelic association in the presence of linkage, using marker genotype data from sibships. The test is valid, provided that the correct mean structure is modeled but does not require the correlation structure within families to be specified. The test can be implemented using standard statistical software such as the SAS programming langu...
متن کاملSUGI 27: SAS(r) Implementation of Nonparametric Smoothing and Lack-of-Fit Based on Smoothers
A user-friendly program in SAS r is proposed to perform many nonparametric smoothing and testing procedures. The nonparametric part of the program consists of resources already available on SAS and the testing part will consist of lack-of-fit tests based on smoothing ideas that will be continuously updated. Four main procedures are described for the testing part of the program: tests of a linea...
متن کاملAnalyzing a Regression Model with a General Positive Definite Covariance Matrix with The SAS System
This article discusses and proposes a procedure for the analysis of the univariate linear regression model with known general positive definite covariance matrix with SAS/STAT software of the SAS System. Estimation of parameters, hypothesis testing, estimation under constraints and collinearity and influence diagnostics are reviewed. An example is given to illustrate the procedure.
متن کاملQuality Design based on SAS / EM ®
During the past two decades, our company Baosteel (the Baoshan Iron and Steel Corporation, Shanghai, China) has accumulated enormous data and information. Much knowledge, such as relationship, rules and patterns among these raw data, is hidden. It was very hard to reveal completely the knowledge since no advanced tools existed. Here we thank SAS Institute for providing us powerful tools to solv...
متن کامل