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dewey-ones:"510 - Mathematics"
dewey-ones:"519 - Probabilities & applied mathematics"
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1
Bayesian statistics : an introduction
by
Lee, Peter M.
Published 2012
Wiley
Table of Contents:
“
... example -- 9.6. The
Metropolis
-Hastings algorithm -- 9.6.1. Finding an invariant distribution -- 9.6.2...
”
Call Number:
QA279.5
Read Now
2
Practical applications of Bayesian reliability
by
Liu, Yan
,
Abeyratne, Athula I.
Published 2019
Wiley
Call Number:
QA279.5
Read Now
3
Statistics in Action : a Canadian Outlook
by
Lawless, Jerald F.
Published 2014
Chapman and Hall/CRC
Table of Contents:
“
.... Tibshirani -- 6. Optimizing and adapting the
metropolis
algorithm / Jeffrey S. Rosenthal -- 7. Design...
”
Call Number:
QA276.15
Read Now
4
Learning probabilistic graphical models in R : familiarize yourself with probabilistic graphical models through real-world problems and illustrative code examples in R
by
Bellot, David
Published 2016
Packt Publishing
Table of Contents:
“
... Chain Monte-Carlo -- General idea of the method -- The
Metropolis
-Hastings algorithm -- MCMC...
”
Call Number:
QA276.45.R3
Read Now
5
Markov chains : analytic and Monte Carlo computations
by
Graham, C.
Published 2014
Wiley-Dunod
Table of Contents:
“
... equations; 5.2 Invariant law simulation; 5.2.1 Monte Carlo methods and ergodic theorems; 5.2.2
Metropolis
...
”
Call Number:
QA274.7
Read Now
6
Introduction to Bayesian estimation and copula models of dependence
by
Shemyakin, Arkady
Published 2017
John Wiley & Sons, Inc.
Table of Contents:
“
...
Metropolis
-Hastings Algorithm; 4.3 Random Walk MHA; 4.4 Gibbs Sampling; 4.5 Diagnostics of MCMC; 4.5.1...
”
Call Number:
QA279.5
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Classification: 519 - Probabilities & applied mathematics
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6
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6
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Abeyratne, Athula I.
1
Bellot, David
1
Graham, C.
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Kniazev, Alexander
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