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Matrix Algebra and Random Vectors
Random Sampling & Multivariate Normal Distribution

Inference about  Means / 分析性反應變量 / Analytical Response

• Regression Analysis
• MANOVA
• General Linear Model

Analysis of Covariance Structure

• 主成分分析
• 因素分析
• Canonical Correlation Analysis

Classification and Grouping

• 分類和鑑別
• Discrimination (Seperation)
• Classification (Allocation)
• 群集分析 Clustering
• Hierarchical Clustering Methods
• Agglomerative Hierarchical Methods
• Divisive Hierarchical Methods
• Nonhierarchical Clustering Methods
• K-Means Method

系統關係模式

• 路徑分析
• 結構方程模式 (階層線性模式)