Gang Liang
346G Computer Science
949-824-9795 (o)
liang@uci.edu
TT 12:30-1:50am @ ICF 101
Discussion: Wed 4-5pm @ ICF 101
Syllabus is here.
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Life is a statistical game, play it.
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| Week 1 |
Vector and Matrix Algebra
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| Week 2 |
Multivariate Normal, Sample Distribution of Mean and Covariance
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| Week 3 |
Inferences on mean vectors
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| Week 4 |
Multivariate Regression
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| Week 5 |
ANOVA, MANOVA
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| Week 6 |
PCA, Factor Analysis
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| Week 7 |
Canonical Correlations Analysis
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| Week 8 |
Nonlinear CCA
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| Week 9 |
Discriminant Analysis, LDA, QDA
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| Week 10 |
Cluster Analysis, Multidimensional Scaling
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