Non-asymptotic analysis of approximations for multivariate statistics. (2020)

• Record Type: Book
• Further Information: Note: Yasunori Fujikoshi, Vladimir V. Ulyanov.
• Other Names: Fujikoshi, Yasunori, 1942-; Ulyanov, Vladimir V, 1953-
• Contents: 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.
• Publisher Details: Singapore : Springer
• Publication Date: 2020
• Extent: 1 online resource (133 p.)
• Subjects: 519.5/35; Multivariate analysis; Approximation theory; Electronic books
• Languages: English
• ISBNs: 9789811326165; 9811326169
• Related ISBNs: 9789811326158
• Notes: Note: Includes bibliographical references.
• Access Rights: Legal Deposit; Only available on premises controlled by the deposit library and to one user at any one time; The Legal Deposit Libraries (Non-Print Works) Regulations (UK).
• Access Usage: Restricted: Printing from this resource is governed by The Legal Deposit Libraries (Non-Print Works) Regulations (UK) and UK copyright law currently in force.