Application of Logistic Regression to Covariance-Structure Modeling of Sib pairs' Common Environments in QTL Linkage Analysis / 應用羅吉斯迴歸處理同胞對共同環境的共變異數結構進行數量性狀遺傳連鎖分析

碩士 / 國立臺灣大學 / 流行病學研究所 / 89 / Use of variance components method for mapping quantitative trait loci (QTL) in humans is a subject of great current interest. Fulker et al.(1999) proposed a method by the use of maximum likelihood and of a common biometrical model for the simultaneous analysis of means and covariance matrices. In the covariance matrices, the correlation between two sibs is modeled by genes IBD. In this thesis, we extend their method to modeling of the sib-pair correlation shared by common environments. We use logistic regression to model the differences of covariance among different sib-pairs due to covariates(e.g., age, sex, etc.). The estimation procedures are derived here.

Identiferoai:union.ndltd.org:TW/089NTU01544006
Date January 2001
CreatorsKao, Pi-Ju, 高碧孺
ContributorsJohn Jen, Tai, Chuhsing Kate, Hsiao, 戴政, 蕭朱杏
Source SetsNational Digital Library of Theses and Dissertations in Taiwan
Languagezh-TW
Detected LanguageEnglish
Type學位論文 ; thesis
Format48

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