Applied Multivariate Statistical Analysis (2nd) - W. Hardle, L. Simar (Springer, 2007).pdf
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国外经典多元应用统计分析教材。第二版，Springer 2007。适合统计学习和机器学习方向研究人员参考。文件格式：PDF。目录：1 Comparison of Batches2 A Short Excursion into Matrix Algebra3 Moving to Higher Dimensions4 Multivariate Distributions5 Theory of the Multinormal6 Theory of Estimation7 Hypothesis Testing8 Decomposition of Data Matrices by Factors9 Principal Components Analysis10 Factor Analysis11 Cluster Analysis12 Discriminant Analysis13 Correspondence Analysis14 Canonical Correlation Analysis15 Multidimensional Scaling16 Conjoint Measurement An
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