MARC details
| 000 -LEADER |
|---|
| fixed length control field |
02686cam a2200277 a 4500 |
| 001 - CONTROL NUMBER |
|---|
| control field |
0000060599 |
| 003 - CONTROL NUMBER IDENTIFIER |
|---|
| control field |
0001 |
| 008 - FIXED-LENGTH DATA ELEMENTS--GENERAL INFORMATION |
|---|
| fixed length control field |
100517s2011 flua b 001 0 eng |
| 015 ## - NATIONAL BIBLIOGRAPHY NUMBER |
|---|
| National bibliography number |
GBB007844 |
| Source |
bnb |
| 016 7# - NATIONAL BIBLIOGRAPHIC AGENCY CONTROL NUMBER |
|---|
| Record control number |
015469239 |
| Source |
Uk |
| 020 ## - INTERNATIONAL STANDARD BOOK NUMBER |
|---|
| International Standard Book Number |
1439803544 (hardcover : alk. paper) |
|
|---|
| International Standard Book Number |
9781439803547 (hardcover : alk. paper) |
| 035 ## - SYSTEM CONTROL NUMBER |
|---|
| System control number |
(OCoLC)ocn262430643 |
| 040 ## - CATALOGING SOURCE |
|---|
| Original cataloging agency |
DLC |
| Transcribing agency |
DLC |
| Modifying agency |
YDX |
| -- |
UKM |
| -- |
BTCTA |
| -- |
YDXCP |
| -- |
BWX |
| -- |
CDX |
| -- |
UBY |
| -- |
DLC |
| 082 00 - DEWEY DECIMAL CLASSIFICATION NUMBER |
|---|
| Classification number |
519.5 42 |
| Edition number |
22 |
| 084 ## - OTHER CLASSIFICATION NUMBER |
|---|
| Classification number |
519.542 |
| Item number |
BAY |
| 245 00 - TITLE STATEMENT |
|---|
| Title |
Bayesian ideas and data analysis |
| Medium |
[Book] : |
| Remainder of title |
an introduction for scientists and statisticians / |
| Statement of responsibility, etc. |
Ronald Christensen ... [et al.]. |
| 260 ## - PUBLICATION, DISTRIBUTION, ETC. |
|---|
| Place of publication, distribution, etc. |
Boca Raton, FL : |
| Name of publisher, distributor, etc. |
CRC Press, |
| Date of publication, distribution, etc. |
c2011. |
| 300 ## - PHYSICAL DESCRIPTION |
|---|
| Extent |
xvii, 498 p. : |
| Other physical details |
ill. ; |
| Dimensions |
27 cm. |
| 490 1# - SERIES STATEMENT |
|---|
| Series statement |
Chapman & Hall/CRC texts in statistical science series |
| 520 ## - SUMMARY, ETC. |
|---|
| Summary, etc. |
"Emphasizing the use of WinBUGS and R to analyze real data, Bayesian Ideas and Data Analysis: An Introduction for Scientists and Statisticians presents statistical tools to address scientific questions. It highlights foundational issues in statistics, the importance of making accurate predictions, and the need for scientists and statisticians to collaborate in analyzing data. The WinBUGS code provided offers a convenient platform to model and analyze a wide range of data. The first five chapters of the book contain core material that spans basic Bayesian ideas, calculations, and inference, including modeling one and two sample data from traditional sampling models. The text then covers Monte Carlo methods, such as Markov chain Monte Carlo (MCMC) simulation. After discussing linear structures in regression, it presents binomial regression, normal regression, analysis of variance, and Poisson regression, before extending these methods to handle correlated data. The authors also examine survival analysis and binary diagnostic testing. A complementary chapter on diagnostic testing for continuous outcomes is available on the book's website. The last chapter on nonparametric inference explores density estimation and flexible regression modeling of mean functions. The appropriate statistical analysis of data involves a collaborative effort between scientists and statisticians. Exemplifying this approach, Bayesian Ideas and Data Analysis focuses on the necessary tools and concepts for modeling and analyzing scientific data."--Publisher's description. |
| 521 ## - TARGET AUDIENCE NOTE |
|---|
| Target audience note |
All. |
| 650 #0 - SUBJECT ADDED ENTRY--TOPICAL TERM |
|---|
| Topical term or geographic name entry element |
Bayesian statistical decision theory. |
| 700 1# - ADDED ENTRY--PERSONAL NAME |
|---|
| Personal name |
Christensen, Ronald, |
| Dates associated with a name |
1951- |
| 852 ## - LOCATION |
|---|
| Piece designation |
43665 |
| -- |
6653.00 |
| Classification part |
519.542 BAY |
| Sublocation or collection |
Ground Floor |
| Former shelving location |
Books |
| Copy number |
1 |
| Piece physical condition |
2-Good |
| Location |
JZL-CUI |
