11 Bayesian Regression Analysis – Part 1

Sourish Das

epgp books

 

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Reference

  1. Beayesian Data Analysis”, 3rd Edition, By Andrew Gelman, John B. Carlin, Hal S. Stern, David B. Dunson, Aki Vehtari and Donald B. Rubin.
  2. Bayesian Statistics: An Introduction”, By Peter Lee, 4th Edition, ISBN: 978-1-118-33257-3.
  3. Monte Carlo Statistical Methods, By Robert, Christian P. andGeorge Casella. 2004. , 2nd edition. Springer.
  4. MCMCpack: Markov Chain Monte Carlo in R.”, (2011), Andrew D. Martin, Kevin M. Quinn, and Jong HeePark,Journal of Statistical Software. 42(9): 1-21.
  5. Applied Bayesian Modeling” By Peter Congdon, 2nd Edition,Wiley,. ISBN: 978-1-119-95151-3
  6. Bayes Linear Statistics, Theory Methods”. By Goldstein,Michael; Woo, David (2007). Wiley. ISBN978-0-470-01562-9.
  7. Walter, Gero; Augustin, Thomas (2009) “Bayesian LinearRegression-Dierent Conjugate Models and Their(In)Sensitivity to Prior-Data Con ict” Technical ReportNumber 069, Department of Statistics, University ofMunich.(http://epub.ub.uni-muenchen.de/11050/1/tr069.pdf).