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Viser: A First Course in Bayesian Statistical Methods
A First Course in Bayesian Statistical Methods Vital Source e-bog
Peter D. Hoff
(2009)
A First Course in Bayesian Statistical Methods
Peter D. Hoff
(2009)
Sprog: Engelsk
Detaljer om varen
- Vital Source searchable e-book (Fixed pages)
- Udgiver: Springer Nature (Juni 2009)
- ISBN: 9780387924076
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Detaljer om varen
- 1. Udgave
- Hardback
- Udgiver: Springer New York (Juli 2009)
- ISBN: 9780387922997
A self-contained introduction to probability, exchangeability and Bayes' rule provides a theoretical understanding of the applied material.
Numerous examples with R-code that can be run "as-is" allow the reader to perform the data analyses themselves.
The development of Monte Carlo and Markov chain Monte Carlo methods in the context of data analysis examples provides motivation for these computational methods.