000 -LEADER |
fixed length control field |
02316cam a22003854a 4500 |
001 - CONTROL NUMBER |
EWU control number |
7318 |
003 - CONTROL NUMBER IDENTIFIER |
control field |
BD-DhEWU |
005 - DATE AND TIME OF LATEST TRANSACTION |
control field |
20180129125052.0 |
008 - FIXED-LENGTH DATA ELEMENTS--GENERAL INFORMATION |
fixed length control field |
131231s2007 nyua g b 001 0 eng d |
010 ## - LIBRARY OF CONGRESS CONTROL NUMBER |
LC control number |
2007929729 |
020 ## - INTERNATIONAL STANDARD BOOK NUMBER |
International Standard Book Number |
9780387712642 (hardcover : alk. paper) |
035 ## - SYSTEM CONTROL NUMBER |
OCLC control number |
(OCoLC)124025392 |
-- |
(BD-DhEWU)7318 |
040 ## - CATALOGING SOURCE |
Original cataloging agency |
DLC |
Transcribing agency |
DLC |
Modifying agency |
DLC |
-- |
D-DhEWU |
Language of cataloging |
eng |
041 ## - LANGUAGE CODE |
Language code of text/sound track or separate title |
eng |
050 00 - LIBRARY OF CONGRESS CALL NUMBER |
Classification number |
HA29 |
Item number |
.L973 2007 |
082 04 - DEWEY DECIMAL CLASSIFICATION NUMBER |
Classification number |
519.5 LYI |
DDC edition |
22 |
Author mark and Year |
2007 |
100 1# - MAIN ENTRY--PERSONAL NAME |
Personal name |
Lynch, Scott M. |
Fuller form of name |
(Scott Michael), |
Dates associated with a name |
1971- |
9 (RLIN) |
2789 |
245 10 - TITLE STATEMENT |
Title |
Introduction to applied Bayesian statistics and estimation for social scientists / |
Statement of responsibility, etc |
Scott M. Lynch. |
260 ## - PUBLICATION, DISTRIBUTION, ETC. (IMPRINT) |
Place of publication, distribution, etc |
New York : |
Name of publisher, distributor, etc |
Springer, |
Date of publication, distribution, etc |
c2007. |
300 ## - PHYSICAL DESCRIPTION |
Extent |
xxviii, 357 p. : |
Other physical details |
ill. ; |
Dimensions |
24 cm. |
490 0# - SERIES STATEMENT |
Series statement |
Statistics for social and behavioral sciences |
504 ## - BIBLIOGRAPHY, ETC. NOTE |
Bibliography, etc |
Includes bibliographical references (p. [345]-351) and index. |
505 ## - FORMATTED CONTENTS NOTE |
Contents note |
1. Introduction --<br/>2. Probability theory and classical statistics --<br/>3. Basics of Bayesian statistics --<br/>4. Modern model estimation part 1 : Gibbs sampling --<br/>5. Modern model estimation part 2 : Metropolis-Hastings sampling --<br/>6. Evaluating Markov chain Monte Carlo algorithms and model fit --<br/>7. The linear regression model --<br/>8. Generalized linear models --<br/>9. Introduction to hierarchical models --<br/>10. Introduction to multivariate regression models --<br/>11. Conclusion --<br/>A. Background mathematics --<br/>B. The central limit theorem, confidence intervals, and hypothesis tests. |
520 ## - SUMMARY, ETC. |
Summary, etc |
Lynch covers the complete process of Bayesian statistical analysis in great detail from the development of a model through the process of making statistical inference. The key feature of the book is that it covers models that are most commonly used on social science research. |
526 ## - STUDY PROGRAM INFORMATION NOTE |
Program name |
Applied Statistics |
650 #0 - SUBJECT ADDED ENTRY--TOPICAL TERM |
Topical term or geographic name |
Social sciences |
General subdivision |
Statistical methods. |
9 (RLIN) |
84 |
|
Topical term or geographic name |
Bayesian statistical decision theory. |
9 (RLIN) |
2787 |
856 41 - ELECTRONIC LOCATION AND ACCESS |
Materials Specified |
Table of contents |
Uniform Resource Identifier |
http://www.loc.gov/catdir/toc/fy0801/2007929729.html |
|
Materials Specified |
OCLC |
Uniform Resource Identifier |
http://www.worldcat.org/title/introduction-to-applied-bayesian-statistics-and-estimation-for-social-scientists/oclc/124025392&referer=brief_results |
|
Materials Specified |
E-book Fulltext |
Uniform Resource Identifier |
http://lib.ewubd.edu/ebook/7318 |
942 ## - ADDED ENTRY ELEMENTS (KOHA) |
Source of classification or shelving scheme |
|
Koha item type |
Text |
Koha issues (borrowed), all copies |
2 |