Nonasymptotic Analysis Of Approximations For Multivariate Statistics Springerbriefs In Statistics

Nonasymptotic Analysis Of Approximations For Multivariate Statistics Springerbriefs In Statistics
1. Introduction.- 2. Correlation Coefficient.- 3. MANOVA Test Statistics.- 4. Linear and Quadratic Discriminant Functions.- 5. Bootstrap Confidence Sets.- 6. Gaussian Comparison.- 7. Cornish-Fisher Expansions.- 8 Approximations for Statistics Based on Random Sample Sizes.- 9. Power-divergence Statistics.- 10.General Approach to Construct Non-asymptotic Bounds.- 11 - Other Topics.- Index.
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