Univariate approaches explain a decreasing ... Many trials have the statistical power to allow a multivariate analysis without concern of embarking on a "fishing expedition." ...

R software will be used in this course. This course covers: Differences between multivariate analysis and univariate analysis Differences between dimension reduction and clustering Principle Component ...

Additional topics include the following: ANOVA and MANOVA models with and without restrictions, the GMANOVA model, the mixed MANOVA-GMANOVA model, the sum-of-profiles model, the SUR model, the ...

We simulated data for 250 sib-pairs under eight linkage models to compare the performance of the proposed methods with univariate and multivariate VC linkage analysis. For models 1–4 ...