Understanding advanced statistical methods (Record no. 17553)

MARC details
000 -LEADER
fixed length control field 02639dam a2200277 i 4500
001 - CONTROL NUMBER
control field 0000063451
003 - CONTROL NUMBER IDENTIFIER
control field 0001
008 - FIXED-LENGTH DATA ELEMENTS--GENERAL INFORMATION
fixed length control field 140320t20132013flua b 001 0 eng
020 ## - INTERNATIONAL STANDARD BOOK NUMBER
International Standard Book Number 9781466512108
082 00 - DEWEY DECIMAL CLASSIFICATION NUMBER
Classification number 519.5
Edition number 23
084 ## - OTHER CLASSIFICATION NUMBER
Classification number 519.5
Item number WES-U
100 1# - MAIN ENTRY--PERSONAL NAME
Personal name Westfall, Peter H.,
Dates associated with a name 1957-
245 10 - TITLE STATEMENT
Title Understanding advanced statistical methods
Medium [Book] /
Statement of responsibility, etc. Peter H. Westfall, Kevin S. S. Henning.
260 ## - PUBLICATION, DISTRIBUTION, ETC.
Place of publication, distribution, etc. Boca Raton :
Name of publisher, distributor, etc. CRC Press, Taylor & Francis roup,
Date of publication, distribution, etc. 2013.
300 ## - PHYSICAL DESCRIPTION
Extent xxv, 543 p. :
Other physical details illustrations ;
Dimensions 26 cm.
490 0# - SERIES STATEMENT
Series statement Texts in statistical science series
504 ## - BIBLIOGRAPHY, ETC. NOTE
Bibliography, etc. note Includes bibliographical references and index.
520 ## - SUMMARY, ETC.
Summary, etc. "Preface We wrote this book because there is a large gap between the elementary statistics course that most people take and the more advanced research methods courses taken by graduate and upper-division students so they can carry out research projects. These advanced courses include difficult topics such as regression, forecasting, structural equations, survival analysis, and categorical data, often analyzed using sophisticated likelihood-based and even Bayesian methods. However, they typically devote little time to helping students understand the fundamental assumptions and machinery behind these methods. Instead, they teach the material like witchcraft: Do this, do that, and voilĂ --statistics! Students thus have little idea as to what they are doing and why they are doing it. Like trained parrots, they learn how to recite statistical jargon mindlessly. The goal of this book is to make statistics less like witchcraft and to treat students like intelligent humans and not like trained parrots--thus the title, Understanding Advanced Statistical Methods. This book will surprise your students. It will cause them to think differently about things, not only about math and statistics, but also about research, the scientific method, and life in general. It will teach them how to do good modeling--and hence good statistics-- from a standpoint of deep knowledge rather than rote knowledge. It will also provide them with tools to think critically about the claims they see in the popular press and to design their own studies to avoid common errors"--
Assigning source Provided by publisher.
650 ## - SUBJECT ADDED ENTRY--TOPICAL TERM
Topical term or geographic name entry element Statistics.
Topical term or geographic name entry element Probabilities.
Topical term or geographic name entry element Mathematical statistics.
Topical term or geographic name entry element MATHEMATICS / Probability & Statistics / General.
Source of heading or term bisacsh.
Topical term or geographic name entry element MATHEMATICS / Probability & Statistics / Bayesian Analysis.
Source of heading or term bisacsh.
700 1# - ADDED ENTRY--PERSONAL NAME
Personal name Henning, Kevin S. S.
852 ## - LOCATION
Accession No. 47028
-- 7522.69
Former shelving location Books
Holdings
Withdrawn status Lost status Damaged status Not for loan Home library Current library Date acquired Total checkouts Full call number Barcode Date last seen Price effective from Koha item type
        Junaid Zaidi Library, COMSATS University Islamabad Junaid Zaidi Library, COMSATS University Islamabad 09/07/2023   519.5 WES-U 47028 09/07/2023 09/07/2023 Books