週次 |
日期 |
單元主題 |
第1週 |
|
Introduction to this course and history |
第2週 |
|
Mixed Model Equations (basic theory of BLUP) |
第3週 |
|
Mixed Model Equations (applications) |
第4週 |
|
Variance Component Estimation (basic theory of REML and Least squares methods) |
第5週 |
|
Variance Component Estimation (applications of single trait and multiple traits) 1st Presentation of examples |
第6週 |
|
Practice I: Mixed Model Equation & Variance Component Estimation |
第7週 |
|
Practice II: Mixed Model Equation & Variance Component Estimation |
第8週 |
|
Genotype and Phenotype Association (basic theory of linear model) |
第9週 |
|
Genotype and Phenotype Association (applications of single locus) 2nd Presentation of examples |
第10週 |
|
Practice III: Mixed Model Equation with genotype |
第11週 |
|
Practice IV: Mixed Model Equation with allele |
第12週 |
|
Pathway analysis and Function target (basic principle) |
第13週 |
|
Pathway analysis and Function target (applications) 3rd Presentation of examples |
第14週 |
|
Practice V: Mixed Model Equation with genotypes of multiple loci |
第15週 |
|
Practice VI: Mixed Model Equation with alleles of multiple loci |
第16週 |
|
Genome Wide Scan (basic theory of logistic regression) |
第17週 |
|
Genome Wide Scan (applications) 4th Presentation of examples |