Handbook of probabilistic models /

Bibliographic Details
Call Number:Libro Electrónico
Other Authors: Samui, Pijush, 1978- (Editor), Tien Bui, Dieu (Editor), Chakraborty, Subrata, 1969- (Editor), Deo, Ravinesh C. (Editor)
Format: Electronic eBook
Language:Inglés
Published: Amsterdam : Butterworth-Heinemann, 2019.
Subjects:
Engineering > Statistical methods.
Ing�enierie > M�ethodes statistiques.
Engineering > Statistical methods
Online Access:Texto completo
Table of 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

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