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Handbook of probabilistic models

紀錄類型:	書目-語言資料,印刷品 : Monograph/item
正題名/作者:	Handbook of probabilistic models/ edited by Pijush Samui, Dieu Tien Bui, Subrata Chakraborty, Ravinesh C. Deo.
其他題名:	Probabilistic models
其他作者:	Deo, Ravinesh C.,
出版者:	Amsterdam :Butterworth-Heinemann, : 2020.,
面頁冊數:	1 online resource (xxii, 567 p.) :ill. (some col.) :
標題:	Engineering - Statistical methods. -
電子資源:	https://www.sciencedirect.com/science/book/9780128165140
ISBN:	9780128165461 (electronic bk.)

Handbook of probabilistic models
Handbook of probabilistic models[electronic resource] /Probabilistic modelsedited by Pijush Samui, Dieu Tien Bui, Subrata Chakraborty, Ravinesh C. Deo. - Amsterdam :Butterworth-Heinemann,2020. - 1 online resource (xxii, 567 p.) :ill. (some col.)

Includes bibliographical references and index.

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.

ISBN: 9780128165461 (electronic bk.)

Nat. Bib. No.: GBB9F3416bnbSubjects--Topical Terms:

558691
Engineering
--Statistical methods.Index Terms--Genre/Form:

554714
Electronic books.

LC Class. No.: TA340 / .H36 2020

Dewey Class. No.: 620.0015192

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300 $a 1 online resource (xxii, 567 p.) : $b ill. (some col.)
504 $a Includes bibliographical references and index.
505 0 $a 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.
650 0 $a Engineering $x Statistical methods. $3 558691
655 4 $a Electronic books. $2 local $3 554714
700 1 $a Deo, Ravinesh C., $e editor. $3 1372178
700 1 $a Chakraborty, Subrata, $d 1969- $e editor. $3 1133007
700 1 $a Tien Bui, Dieu, $e editor. $3 1372177
700 1 $a Samui, Pijush, $d 1978- $e editor. $3 1133006
856 4 0 $u https://www.sciencedirect.com/science/book/9780128165140

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