Bayesian Methods for Statistical Analysis.
Bayesian methods for statistical analysis¡is a book on statistical methods for analysing a wide variety of data. The book consists of 12 chapters, starting with basic concepts and covering numerous topics, including Bayesian estimation, decision theory, prediction, hypothesis testing, hierarchical m...
Saved in:
| Main Author: | |
|---|---|
| Format: | Electronic eBook |
| Language: | English |
| Published: |
ANU Press
2015.
|
| Subjects: | |
| Online Access: | Connect to this title online (unlimited users allowed) |
MARC
| LEADER | 00000cam a2200000Mu 4500 | ||
|---|---|---|---|
| 001 | b2988094 | ||
| 003 | CStclU | ||
| 005 | 20240524050223.0 | ||
| 006 | m o d | ||
| 007 | cu uuu---auuuu | ||
| 008 | 160623s2015 xx ob 000 u eng d | ||
| 019 | |a jdda946217739 |a jdda1159387539 |a jdda1166137554 | ||
| 020 | |a 9781921934254 | ||
| 020 | |a 1921934255 | ||
| 020 | |a 1921934263 |q (electronic bk.) | ||
| 020 | |a 9781921934261 |q (electronic bk.) | ||
| 024 | 7 | |a 10.26530/OAPEN_611011 |2 doi | |
| 035 | |a (OCoLC)jdda1076716258 | ||
| 035 | |a (OCoLC)1076716258 |z (OCoLC)946217739 |z (OCoLC)1159387539 |z (OCoLC)1166137554 | ||
| 037 | |a 22573/ctt1bh26x1 |b JSTOR | ||
| 040 | |a LVT |b eng |e pn |c LVT |d YDXCP |d JSTOR |d OCLCF |d AQ3 |d OTZ |d MERER |d LOA |d SOI |d EBLCP |d LND |d MERUC |d IDB |d WY@ |d CCO |d U3W |d K6U |d COCUF |d ICG |d OAPEN |d ZCU |d WRM |d STF |d ICN |d VT2 |d EZ9 |d ERL |d WYU |d TKN |d OCLCQ |d OCLCO |d TXR |d CNTRU |d NJT |d OCLCQ |d DIPCC |d UKKNU |d BRF |d UWK |d OCLCQ |d SFB |d ERD |d OCLCQ |d N$T |d OCLCO |d OCLCQ |d OCLCO |d OCLCQ | ||
| 049 | |a STAW | ||
| 050 | 4 | |a QA279.5 |b .B39 2015eb | |
| 100 | 1 | |a Puza, Borek. |4 aut | |
| 245 | 1 | 0 | |a Bayesian Methods for Statistical Analysis. |
| 260 | |b ANU Press |c 2015. | ||
| 300 | |a 1 online resource | ||
| 336 | |a text |b txt |2 rdacontent | ||
| 337 | |a computer |b c |2 rdamedia | ||
| 338 | |a online resource |b cr |2 rdacarrier | ||
| 347 | |a data file | ||
| 504 | |a Includes bibliographical references. | ||
| 505 | 0 | |a 1. Bayesian basics part 1 -- 2. Bayesian basics part 2 -- 3. Bayesian basics part 3 -- 4. Computational tools -- 5. Monte Carlo basics -- 6. MCMC methods part 1 -- 7. MCMC methods part 2 -- 8. Inference via WinBUGS -- 9. Bayesian finite population theory -- 10. Normal finite population models -- 11. Transformations and other topics -- 12. Biased sampling and nonresponse -- Appendix A: Additional exercises -- Appendix B: Distributions and notation -- Appendix C: Abbreviations and acronyms. | |
| 520 | |a Bayesian methods for statistical analysis¡is a book on statistical methods for analysing a wide variety of data. The book consists of 12 chapters, starting with basic concepts and covering numerous topics, including Bayesian estimation, decision theory, prediction, hypothesis testing, hierarchical models, Markov chain Monte Carlo methods, finite population inference, biased sampling and nonignorable nonresponse. The book contains many exercises, all with worked solutions, including complete computer code. It is suitable for self-study or a semester-long course, with three hours of lectures and one tutorial per week for 13 weeks. | ||
| 546 | |a English. | ||
| 650 | 0 | |a Bayesian statistical decision theory. | |
| 650 | 7 | |a Mathematics. |2 bicssc | |
| 650 | 7 | |a Probability & statistics. |2 bicssc | |
| 650 | 7 | |a Bayesian inference. |2 bicssc | |
| 650 | 7 | |a Mathematics / Probability & Statistics / Bayesian Analysis. |2 bisacsh | |
| 650 | 7 | |a Mathematics / Probability & Statistics. |2 bisacsh | |
| 650 | 7 | |a Mathematics. |2 bisacsh | |
| 650 | 7 | |a Bayesian statistical decision theory |2 fast | |
| 653 | |a statistics. | ||
| 653 | |a mathematics. | ||
| 653 | |a bayesian inference. | ||
| 653 | |a probability. | ||
| 776 | 0 | 8 | |i Print version: |a Puza, Borek. |t Bayesian methods for statistical analysis. |d Australia : Australian National University, ©2015 |h xvii, 679 pages |z 9781921934254 |
| 856 | 4 | 0 | |u https://www.jstor.org/stable/10.2307/j.ctt1bgzbn2 |z Connect to this title online (unlimited users allowed) |t 0 |
| 907 | |a .b29880944 |b 240528 |c 161205 | ||
| 998 | |a uww |b |c m |d z |e l |f eng |g xx |h 0 | ||
| 919 | |a .ulebk |b 2024-02-15 | ||
| 917 | |a JSTOR Open Access Ebooks | ||
| 999 | f | f | |i 2aede25c-3a33-582c-b1af-156c27f5e865 |s fc09a3b7-2cc7-57bb-bf89-b883a32b6e67 |t 0 |