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Imperial Library
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Index
Cover
Front Matter
Part I. Algebraic Statistics
1. Systems of Random Variables and Distributions
2. Basic Statistics
3. Statistical Models
4. Complex Projective Algebraic Statistics
5. Conditional Independence
Part II. Multi-linear Algebra
6. Tensors
7. Symmetric Tensors
8. Marginalization and Flattenings
Part III. Commutative Algebra and Algebraic Geometry
9. Elements of Projective Algebraic Geometry
10. Projective Maps and the Chow’s Theorem
11. Dimension Theory
12. Secant Varieties
13. Groebner Bases
Back Matter
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