Main Title |
Understanding computational Bayesian statistics / |
Author |
Bolstad, William M.,
|
Publisher |
Wiley, |
Year Published |
2010 |
OCLC Number |
401167198 |
ISBN |
9780470046098 (cloth); 0470046090 (cloth) |
Subjects |
Bayesian statistical decision theory--Data processing
|
Holdings |
Library |
Call Number |
Additional Info |
Location |
Last Modified |
Checkout Status |
EKCM |
QA279.5.B649 2010 |
|
CEMM/GEMMD Library/Gulf Breeze,FL |
06/29/2010 |
|
Collation |
xiv, 315 p. : ill. ; 25 cm. |
Notes |
Includes bibliographical references (p. 307-311) and index. |
Contents Notes |
Introduction to Bayesian statistics -- Monte Carlo sampling from the posterior -- Bayesian inference -- Bayesian statistics using conjugate priors -- Markov chains -- Markov chain Monte Carlo sampling from the posterior -- Statistical inference from a Markov chain Monte Carlo sample -- Logistic regression -- Poisson regression and proportional hazards model -- Gibbs sampling and hierarchical models -- Going forward with Markov chain Monte Carlo -- Appendix A: Using the included Minitab macros -- Appendix B: Using the included R functions. |
Place Published |
Hoboken, N.J. |
Title Ser Add Ent |
Wiley series in computational statistics. |
PUB Date Free Form |
c2010 |
Series Title Untraced |
Wiley series in computational statistics |
BIB Level |
m |
Cataloging Source |
OCLC/T |
LCCN |
2009025219 |
OCLC Time Stamp |
20100616163807 |
Language |
eng |
Origin |
OCLC |
Type |
CAT |
OCLC Rec Leader |
01749cam 2200349 a 45020 |