000 -LEADER |
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008 - FIXED-LENGTH DATA ELEMENTS--GENERAL INFORMATION |
fixed length control field |
210616b xxu||||| |||| 00| 0 eng d |
020 ## - INTERNATIONAL STANDARD BOOK NUMBER |
International Standard Book Number |
9780128043172 |
082 ## - DEWEY DECIMAL CLASSIFICATION NUMBER |
Classification number |
519.5 |
Item number |
ROS |
100 ## - MAIN ENTRY--PERSONAL NAME |
Personal name |
Ross, Sheldon M. |
245 ## - TITLE STATEMENT |
Title |
Introductory Statistics |
250 ## - EDITION STATEMENT |
Edition statement |
4th ed. |
260 ## - PUBLICATION, DISTRIBUTION, ETC. (IMPRINT) |
Name of publisher, distributor, etc |
Academic Press, |
Date of publication, distribution, etc |
2017 |
Place of publication, distribution, etc |
Amsterdam : |
300 ## - PHYSICAL DESCRIPTION |
Extent |
xxvii, 796 p. ; |
Other physical details |
ill. (some col.), |
Dimensions |
24 cm |
365 ## - TRADE PRICE |
Price amount |
125.00 |
Price type code |
USD |
Unit of pricing |
77.00 |
504 ## - BIBLIOGRAPHY, ETC. NOTE |
Bibliography, etc |
Includes bibliographical references and index. |
520 ## - SUMMARY, ETC. |
Summary, etc |
Introductory Statistics, Fourth Edition, reviews statistical concepts and techniques in a manner that will teach students not only how and when to utilize the statistical procedures developed, but also how to understand why these procedures should be used. The text's main merits are the clarity of presentation, contemporary examples and applications from diverse areas, an explanation of intuition, and the ideas behind the statistical methods. Concepts are motivated, illustrated, and explained in a way that attempts to increase one's intuition. To quote from the preface, it is only when a student develops a feel or intuition for statistics that she or he is really on the path toward making sense of data. Ross achieves this goal through a coherent mix of mathematical analysis, intuitive discussions, and examples. Applications and examples refer to real-world issues, such as gun control, stock price models, health issues, driving age limits, school admission ages, use of helmets, sports, scientific fraud, and many others. Examples relating to data mining techniques using the number of Google queries or Twitter tweets are also considered. For this fourth edition, new topical coverage includes sections on Pareto distribution and the 80-20 rule, Benford's law, added material on odds and joint distributions and correlation, logistic regression, A-B testing, and more modern (big data) examples and exercises. |
650 ## - SUBJECT ADDED ENTRY--TOPICAL TERM |
Topical term or geographic name as entry element |
Mathematical statistics |
|
Topical term or geographic name as entry element |
Statistics |
|
Topical term or geographic name as entry element |
ANOVA tests |
|
Topical term or geographic name as entry element |
; Bayes' theorem |
|
Topical term or geographic name as entry element |
Binomial distributions |
|
Topical term or geographic name as entry element |
Central limit theorem |
|
Topical term or geographic name as entry element |
Chi-squared random variables |
|
Topical term or geographic name as entry element |
Control Charts |
|
Topical term or geographic name as entry element |
Stem - Leaf Plots |
|
Topical term or geographic name as entry element |
F - distribution |
|
Topical term or geographic name as entry element |
Least squares method |
|
Topical term or geographic name as entry element |
Nonparametric hypotheses tests |
|
Topical term or geographic name as entry element |
P value |
|
Topical term or geographic name as entry element |
Placebo effect |
|
Topical term or geographic name as entry element |
Signed - rank test |
|
Topical term or geographic name as entry element |
Random Samples |
|
Topical term or geographic name as entry element |
Limit theorem |
|
Topical term or geographic name as entry element |
Z test |
|
Topical term or geographic name as entry element |
Quality Control |
942 ## - ADDED ENTRY ELEMENTS (KOHA) |
Source of classification or shelving scheme |
|
Item type |
Books |