Handbook of probabilistic models. (2019)

• Record Type: Book
• Other Titles: Probabilistic models
• Further Information: Note: Edited by Pijush Samui, Dieu Tien Bui, Subrata Chakraborty, Ravinesh C. Deo.
• Editors: Samui, Pijush, 1978-; Tien Bui, Dieu; Chakraborty, Subrata, 1969-; Deo, Ravinesh C
• Contents: 1. Monte Carlo Simulation; 2. Stochastic Optimization Method; 3. Reliability Analysis; 4. Stochastic Finite Element Method; 5. Kalman Filter; 6. Random matrix; 7. Markov Chain; 8. Gaussian Process Regression; 9. Logistic regression; 10. Geostatistics; 11. Kriging; 12. Bayesian inference; 13. Bayesian updating; 14. Probabilistic Neural Network; 15. SVM, Relevance vector machine
• Publisher Details: Amsterdam : Butterworth-Heinemann
• Publication Date: 2019
• Extent: 1 online resource
• Subjects: 620.0015192; Engineering -- Statistical methods
• Languages: English
• ISBNs: 9780128165461
• Related ISBNs: 9780128165140
• Notes: 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.