Statistics: Concepts and Applications, Second Edition

Nabendu Pal,Sahadeb Sarkar

Verlag: PHI Learning, 2009
ISBN 10: 8120334450 / ISBN 13: 9788120334458
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Beschreibung:

This well-received book, now in its second edition, is designed for an introductory course in statistics for students of statistics, mathematics and management. In addition, postgraduate students of a variety of disciplines such as psychology, sociology, anthropology, biology, nursing and criminal justice, as well as professionals, surveyors and administrators will also find this book extremely helpful. The book provides students with a strong foundation in the principles of statistics. It develops a thorough understanding of the fundamental concepts through extensive use of illustrative and motivating examples and shows how these concepts can be applied to real-life situations. The text explains each statistical technique and formula in a step-by-step manner with the help of small datasets. While discussing a wide range of topics, mathematical complexity has been kept at a bare minimum, and intuitive ideas have been given for each mathematical expression. Key concepts have been highlighted in boxes throughout the text. Chapter-end summaries in the form of flowchart capture all the important points. Chapter-end exercises with answers and the Question Bank containing about 150 questions offer the students the opportunity to test their ability to comprehend the concepts. Besides, this text illustrates the use of SPSS and Excel in carrying out statistical analysis. ? Provides a new section on ?Testing Normality? of a given a dataset. ? Expands Use of Technology sections with coverage of the use of Excel to perform statistical analysis. ? Offers a new appendix containing Multiple-Choice Questions as brain-teasers. ? Includes Excel example datasets, SPSS datasets, and the solutions to Question Bank on the companion CD. Solutions Manual containing the complete worked-out solutions to chapter-end exercises and Question Bank is available for instructors. CONTENTS List of Figures ? List of Tables Preface ? Preface to the First Edition Acronyms ? Notation 1 BASIC CONCEPTS OF STATISTICAL STUDIES 2 ORGANIZING A RAW DATASET 3 PICTORIAL REPRESENTATION OF A DATASET 4 SUMMARIZING A RAW DATASET 5 SUMMARIZING AN ORGANIZED DATASET 6 CONCEPTS OF PROBABILITY 7 RANDOM VARIABLES 8 BINOMIAL EXPERIMENTS 9 NORMAL CURVE AND NORMAL DISTRIBUTION 10 APPLICATIONS OF THE NORMAL DISTRIBUTION 11 ESTIMATION OF POPULATION PARAMETERS 12 HYPOTHESIS TESTING FOR A SINGLE POPULATION 13 HYPOTHESIS TESTING TO COMPARE TWO POPULATIONS 14 BIVARIATE QUANTITATIVE DATA: CORRELATION AND REGRESSION 15 BIVARIATE CATEGORICAL DATA: CONTINGENCY TABLES 16 MULTINOMIAL EXPERIMENTS: GOODNESS OF FIT TEST 17 HYPOTHESIS TESTING TO COMPARE MULTIPLE POPULATIONS 18 QUALITY MANAGEMENT USING STATISTICS Appendix A Statistical Tables Appendix B Question Bank Appendix C Multiple-Choice Questions (with Answers) Appendix D Answers to Chapter Exercises Index Printed Pages: 472. Buchnummer des Verkäufers 13834

Über diesen Titel:

Inhaltsangabe: This well-received book, now in its second edition, is designed for an introductory course in statistics for students of statistics, mathematics and management. In addition, postgraduate students of a variety of disciplines such as psychology, sociology, anthropology, biology, nursing and criminal justice, as well as professionals, surveyors and administrators will also find this book extremely helpful. The book provides students with a strong foundation in the principles of statistics. It develops a thorough understanding of the fundamental concepts through extensive use of illustrative and motivating examples and shows how these concepts can be applied to real-life situations. The text explains each statistical technique and formula in a step-by-step manner with the help of small datasets. While discussing a wide range of topics, mathematical complexity has been kept at a bare minimum, and intuitive ideas have been given for each mathematical expression. Key concepts have been highlighted in boxes throughout the text. Chapter-end summaries in the form of flowchart capture all the important points. Chapter-end exercises with answers and the question bank containing about 150 questions offer the students the opportunity to test their ability to comprehend the concepts. Besides, this text illustrates the use of spss and excel in carrying out statistical analysis. Provides a new section on 'testing normality' of a given a dataset. Expands use of technology sections with coverage of the use of excel to perform statistical analysis. Offers a new appendix containing multiple-choice questions as brain-teasers. Includes excel example datasets, spss datasets, and the solutions to question bank on the companion cd. Solutions manual containing the complete worked-out solutions to chapter-end exercises and question bank is available for instructors.

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Bibliografische Details

Titel: Statistics: Concepts and Applications, ...
Verlag: PHI Learning
Erscheinungsdatum: 2009
Einband: Softcover
Zustand: New
Auflage: 2nd edition.

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