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Chapter 1 - INTRODUCTION
Pages 1-3 - Book chapterAbstract only
Chapter 2 - THE FREQUENCY DISTRIBUTION—A TOOL AND A CONCEPT
Pages 4-32 - Book chapterAbstract only
Chapter 3 - SUMMARIZATION OF DATA BY OBJECTIVE MEASURES
Pages 33-47 - Book chapterAbstract only
Chapter 4 - SOME ELEMENTARY PROBABILITY
Pages 48-89 - Book chapterAbstract only
Chapter 5 - SOME DISCRETE PROBABILITY DISTRIBUTIONS
Pages 90-130 - Book chapterAbstract only
Chapter 6 - SOME CONTINUOUS PROBABILITY DISTRIBUTIONS
Pages 131-165 - Book chapterAbstract only
Chapter 7 - SOME SAMPLING DISTRIBUTIONS
Pages 166-186 - Book chapterAbstract only
Chapter 8 - STATISTICAL TESTS OF HYPOTHESES–GENERAL AND ONE SAMPLE
Pages 187-222 - Book chapterAbstract only
Chapter 9 - SIGNIFICANCE TESTS–TWO SAMPLES
Pages 223-252 - Book chapterAbstract only
Chapter 10 - ESTIMATION OF POPULATION CHARACTERISTICS
Pages 253-284 - Book chapterAbstract only
Chapter 11 - SIMPLE REGRESSION
Pages 285-321 - Book chapterAbstract only
Chapter 12 - SIMPLE ANALYSIS OF VARIANCE
Pages 322-371 - Book chapterAbstract only
Chapter 13 - MULTIPLE REGRESSION
Pages 372-406 - Book chapterAbstract only
Chapter 14 - GOODNESS OF FIT TESTS, CONTINGENCY TABLES
Pages 407-428 - Book chapterNo access
APPENDIX
Pages 429-459 - Book chapterNo access
ANSWERS TO ODD-NUMBERED PROBLEMS
Pages 461-468 - Book chapterNo access
Index
Pages 469-479
About the book
Description
Applied Statistical Methods covers the fundamental understanding of statistical methods necessary to deal with a wide variety of practical problems. This 14-chapter text presents the topics covered in a manner that stresses clarity of understanding, interpretation, and method of application. The introductory chapter illustrates the importance of statistical analysis. The next chapters introduce the methods of data summarization, including frequency distributions, cumulative frequency distributions, and measures of central tendency and variability. These topics are followed by discussions of the fundamental principles of probability, the concepts of sample spaces, outcomes, events, probability, independence of events, and the characterization of discrete and continuous random variables. Other chapters explore the distribution of several important statistics; statistical tests of hypotheses; point and interval estimation; and simple linear regression. The concluding chapters review the elements of single- and two-factor analysis of variance and the design of analysis of variance experiments. This book is intended primarily for advanced undergraduate and graduate students in the mathematical, physical, and engineering sciences, as well as in economics, business, and related areas. Researchers and line personnel in industry and government will find this book useful in self-study.
Applied Statistical Methods covers the fundamental understanding of statistical methods necessary to deal with a wide variety of practical problems. This 14-chapter text presents the topics covered in a manner that stresses clarity of understanding, interpretation, and method of application. The introductory chapter illustrates the importance of statistical analysis. The next chapters introduce the methods of data summarization, including frequency distributions, cumulative frequency distributions, and measures of central tendency and variability. These topics are followed by discussions of the fundamental principles of probability, the concepts of sample spaces, outcomes, events, probability, independence of events, and the characterization of discrete and continuous random variables. Other chapters explore the distribution of several important statistics; statistical tests of hypotheses; point and interval estimation; and simple linear regression. The concluding chapters review the elements of single- and two-factor analysis of variance and the design of analysis of variance experiments. This book is intended primarily for advanced undergraduate and graduate students in the mathematical, physical, and engineering sciences, as well as in economics, business, and related areas. Researchers and line personnel in industry and government will find this book useful in self-study.
Details
ISBN
978-0-12-146150-8
Language
English
Published
1974
Copyright
Copyright © 1974 Elsevier Inc. All rights reserved.
Imprint
Academic Press