Shrinkage strategies in analytics and data science. (2023)

• Record Type: Book
• Further Information: Note: Syed Ejaz Ahmed, Feryaal Ahmed, Bahadir Yüzbasi.
• Authors: Ahmed, S. E (Syed Ejaz), 1957-; Ahmed, Feryaal; Yüzbaşı, Bahadir
• Contents: 1. Introduction 2. Introduction to Machine Learning 3. Post Shrinkage Strategies in Sparse Regression Models 4. Shrinkage Strategies in High-dimensional Regression Model 5. Shrinkage Estimation Strategies in Partially Linear Models 6. Shrinkage Strategies : Generalized Linear Models 7. Post Shrinkage Strategy in Sparse Linear Mixed Models 8. Shrinkage Estimation in Sparse Nonlinear Regression Models 9. Shrinkage Strategies in Sparse Robust Regression Models 10. Liu-type Shrinkage Estimations in Linear Sparse Models
• Edition: 1st
• Publisher Details: Boca Raton : Chapman & Hall/CRC
• Publication Date: 2023
• Extent: 1 online resource (378 pages), illustrations (black and white, and colour)
• Subjects: 006.31; Machine learning -- Statistical methods; Predictive analytics; Regression analysis -- Mathematical models; Estimation theory; Quantitative research -- Data processing
• Languages: English
• ISBNs: 9781000876680; 9781000876659
• Related ISBNs: 9780367763442
• Notes: Note: Includes bibliographical references and index.; Note: Description based on CIP data; resource not viewed.
• 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.