1300 187 187
 
Discovering Statistics Using IBM SPSS Statistics : 4th Edition - Andy Field

Discovering Statistics Using IBM SPSS Statistics

4th Edition

Paperback

Published: 27th January 2013
In Stock. Usually ships in 3-4 business days
RRP $117.00
$81.90
30%
OFF

Unrivalled in the way it makes the teaching of statistics compelling and accessible to even the most anxious of students, the only statistics textbook you and your students will ever need just got better! Andy Field's comprehensive and bestselling Discovering Statistics Using SPSS 4th Edition takes students from introductory statistical concepts through very advanced concepts, incorporating SPSS throughout. The Fourth Edition focuses on providing essential content updates, better accessibility to key features, more instructor resources, and more content specific to select disciplines. It also incorporates powerful new digital developments on the textbook's companion website (visit sagepub.com for more information).

WebAssign®
The Fourth Edition will be available on WebAssign, allowing instructors to produce and manage assignments with their studnets online using a grade book that allows them to track and monitor students' progress. Students receive unlimited practice using a combination of approximately 2000 multiple choice and algorithmic questions. WebAssign provided students with instant feedback and links directly to the accompanying eBook section where the concept was covered, allowing students to find the correct solution.

SAGE MobileStudy
SAGE MobileStudy allows students equipped with smartphones and tablets to access select material, such as Cramming Sam's Study Tips, anywhere they receive mobile service. With QR codes included throughout the text, it's easy for students to get right to the section they need to study, allowing them to continue their study from virtually anywhere, even when they are away from thier printed copy of the text. Visit the publisher's website to preview the MobileStudy site.

Education and Sport Sciences instructor support materials with enhanced ones for Psychology, Business and Management and the Health sciences make the book even more relevant to a wider range of subjects across the social sciences and where statistics is taught to a cross-disciplinary audience.

Major Updates to the 4th Edition

  • Fully compatible with recent SPSS releases up to and including version 20.0
  • Exciting new characters, including statistical cult leader Oditi, who provides students access to interesting and helpful video clips to illustrate statistical and SPSS concepts, and Confusious, who helps students clarify confusing quantitative terminology
  • New discipline specific support matierlas have been added for Education, Sports Sciences, Psychology, Business & Management, and Health Sciences, making the book even more relevant to a wider range of subjects across the Social, Behavioral, and Health Sciences is taught to an interdisciplinary audience.
  • An enhanced Companion Website (visit the publisher's website for more information) offers a wealth of material that can be used in conjunction with the textbook, including:
    • PowerPoints
    • Testbanks Answers to the Smart Alex tasks at the end of each chapter
    • Datafiles for testing problems in SPSS
    • Flashcards of key concepts
    • Self-assessment multiple-choice questions
    • Online videos of key statistical and SPSS procedures

    I think this is a really good starting point for teaching stats -- from assuming students knows nothing about and taking them gradually to a more advanced understanding. The book is -- very helpfully- full of interesting examples and engaging style of writing. I like it that the book has several 'levels of difficulty' and engages both with practical stats and theory. The book I believe is targeted at UG students mainly, but some chapters can be recommended to MA students on research methods courses provided that they know nothing about statistics -- the book is written in a very accessible manner which means that it can satisfy the need of international students in terms of level of difficulty and language (and business programmes normally have a lot of international students at MA level). The explanations are logically organized and explained in a lucid and clear manner. Little features like 'faces' I believe would make the book more attractive to UG students. I think self-test questions and the tasks at the end of chapter are very helpful, as well as the real world data and (often humorous) examples. My course is MA so I am not adopting this book for a course as a main text, but I may recommend it to students who are completely unfamiliar with statistics. -- Maria Karepova

    Preface Introduction What's New? Goodbye How To Use The Book What Background Knowledge Do I Need? Do The Chapters Get More Difficult As I Go Through The Book? Why Do I Keep Seeing Stupid Faces Everywhere? What is on the CD-ROM? Acknowledgements Dedication Symbols Used In This Book Mathematical Operators Greek Symbols English Symbols Home Maths Revision Why Is My Evil Lecturer Forcing Me to Learn Statistics? What Will This Chapter Tell Me? What The Hell Am I Doing Here? I Don't Belong Here Initial Observation: Finding Something That Needs Explaining Generating Theories And Testing Them Data Collection Part 1: What To Measure Data Collection Part 2: How To Measure Analyzing Data What Have I Discovered About Statistics? Key Terms That I've Discovered Smart Alex's Stats Quiz Further Reading Interesting Real Research Everything You Ever Wanted to Know about Statistics (Well, Sort of) What Will This Chapter Tell Me? Building Statistical Models Populations And Samples Simple Statistical Models Going Beyond The Data Using Statistical Models To Test Research Questions What Have I Discovered About Statistics? Key Terms That I've Discovered Smart Alex's Stats Quiz Further Reading Interesting Real Research The SPSS Environment What Will This Chapter Tell Me? Versions Of SPSS Getting Started The Data Editor The SPSS Viewer The SPSS Smartviewer The Syntax Window Saving Files Retrieving A File What Have I Discovered About Statistics? Key Terms That I've Discovered Smart Alex's Task Further Reading Exploring Data with Graphs What Will This Chapter Tell Me? The Art Of Presenting Data The SPSS Chart Builder Histograms: A Good Way To Spot Obvious Problems Boxplots (Box-Whisker Diagrams) Graphing Means: Bar Charts And Error Bars Line Charts Graphing Relationships: The Scatterplot Editing Graphs What Have I Discovered About Statistics? Key Terms That I've Discovered Smart Alex's Tasks Further Reading Interesting Real Research Exploring Assumptions What Will This Chapter Tell Me? What Are Assumptions? Assumptions Of Parametric Data The Assumption Of Normality Testing Whether A Distribution Is Normal Testing For Homogeneity Of Variance Correcting Problems In The Data What Have I Discovered About Statistics? Key Terms That I've Discovered Smart Alex's Tasks Further Reading Correlation What Will This Chapter Tell Me? Looking At Relationships How Do We Measure Relationships? Data Entry For Correlation Analysis Using SPSS Bivariate Correlation Partial Correlation Comparing Correlations Calculating The Effect Size How To Report Correlation Coefficents What Have I Discovered About Statistics? Key Terms That I've Discovered Smart Alex's Task Further Reading Interesting Real Research Regression What Will This Chapter Tell Me? An Introduction To Regression Doing Simple Regression On SPSS Interpreting A Simple Regression Multiple Regression: The Basics How Accurate Is My Regression Model? How To Do Multiple Regression Using SPSS Interpreting Multiple Regression What If I Violate An Assumption? How To Report Multiple Regression Categorical Predictors And Multiple Regression What Have I Discovered About Statistics? Key Terms That I've Discovered Smart Alex's Task Further Reading Interesting Real Research Logisitic Regression What Will This Chapter Tell Me? Background To Logistic Regression What Are The Principles Behind Logistic Regression? Assumptions And Things That Can Go Wrong Binary Logistic Regression: An Example That Will Make You Feel Eel Interpreting Logistic Regression How To Report Logistic Regression Testing Assumptions: Another Example Predicting Several Categories: Multinomial Logistic Regression What Have I Discovered About Statistics? Key Terms That I've Discovered Smart Alex's Tasks Further Reading Interesting Real Research Comparing Two Means What Will This Chapter Tell Me? Looking At Differences The T-Test The Dependent T-Test The Independent T-Test Between Groups Or Repeated Measures? The T-Test As A General Linear Model What If My Data Are Not Normally Distributed? What Have I Discovered About Statistics? Key Terms That I've Discovered Smart Alex's Task Further Reading Interesting Real Research Comparing Several Means: ANOVA (GLM 1) What Will This Chapter Tell Me? The Theory Behind ANOVA Running One-Way ANOVA On SPSS Output From One-Way ANOVA Calculating The Effect Size Reporting Results From One-Way Independent ANOVA Violations Of Assumptions In One-Way Independent ANOVA What Have I Discovered About Statistics? Key Terms That I've Discovered Smart Alex's Tasks Further Reading Interesting Real Research Analysis of Covariance, ANCOVA (GLM 2) What Will This Chapter Tell Me? What Is ANCOVA? Assumptions And Issues In ANCOVA Conducting ANCOVA On SPSS Interpreting The Output From ANCOVA ANCOVA Run As A Multiple Regression Testing The Assumption Of Homogeneity Of Regression Slopes Calculating The Effect Size Reporting Results What To Do When Assumptions Are Violated In ANCOVA What Have I Discovered About Statistics? Key Terms That I've Discovered Smart Alex's Tasks Further Reading Interesting Real Research Factorial ANOVA (GLM 3) What Will This Chapter Tell Me? Theory Of Factorial ANOVA (Between-Groups) Factorial ANOVA Using SPSS Output From Factorial ANOVA Interpreting Interaction Graphs Calculating Effect Sizes Reporting The Results Of Two-Way ANOVA Factorial ANOVA As Regression What To Do When Assumptions Are Violated In Factorial ANOVA What Have I Discovered About Statistics? Key Terms That I've Discovered Smart Alex's Tasks Further Reading Interesting Real Research Repeated Measures Designs (GLM 4) What Will This Chapter Tell Me? Introduction To Repeated Measures Designs Theory Of One-Way Repeated-Measures ANOVA One-Way Repeated Measures ANOVA Using SPSS Output For One-Way Repeated Measures ANOVA Effect Sizes For Repeated Measures ANOVA Reporting One-Way Repeated Measures ANOVA Repeated Measures With Several Independent Variables Output For Factorial Repeated Measures ANOVA Effect Sizes For Factorial Repeated Measures ANOVA Reporting The Results From Factorial Repeated Measures ANOVA What To Do When Assumptions Are Violated In Repeated Measures ANOVA What Have I Discovered About Statistics? Key Terms That I've Discovered Smart Alex's Tasks Further Reading Interesting Real Research Fixed Design ANOVA (GLM 5) What Will This Chapter Tell Me? Fixed Designs What Do Men And Women Look For In A Partner? Fixed ANOVA On SPSS Output For Mixed Factorial ANOVA: Main Analysis Calculating Effect Sizes Reporting The Results Of Mixed ANOVA What Have I Discovered About Statistics? Key Terms That I've Discovered Smart Alex's Tasks Further Reading Interesting Real Research Non-Parametric Tests What Will This Chapter Tell Me? When To Use Non-Parametric Tests Comparing Two Independent Conditions: The Wilcoxon Rank Sum Test And Mann-Whitney Test Comparing Two Related Conditions: The Wilcoxon Signed-Rank Test Differences Between Several Independent Groups: The Kruskal-Wallis Test Differences Between Several Related Groups: Friedman's ANOVA What Have I Discovered About Statistics? Key Terms That I've Discovered Smart Alex's Tasks Further Reading Interesting Real Research Multivariate Analysis of Variance (MANOVA) What Will This Chapter Tell Me? When To Use MANOVA Introduction: Similarities And Differences To ANOVA Theory Of MANOVA Practical Issues When Conducting MANOVA MANOVA On SPSS Output From MANOVA Reporting Results From MANOVA Following Up MANOVA With Discriminant Analysis Output From The Discriminant Analysis Reporting Results From Discriminant Analysis Some Final Remarks What To Do When Assumptions Are Violated In MANOVA What Have I Discovered About Statistics? Key Terms That I've Discovered Smart Alex's Tasks Further Reading Interesting Real Research Exploratory Factor Analysis What Will This Chapter Tell Me? When To Use Factor Analysis Factors Discovering Factors Research Example Running The Analysis Interpreting Output From SPSS How To Report Factor Analysis Reliability Analysis How To Report Reliability Analysis What Have I Discovered About Statistics? Key Terms That I've Discovered Smart Alex's Task Further Reading Interesting Real Research Categorical Data What Will This Chapter Tell Me? Analysing Categorical Data Theory Of Analysing Categorical Data Assumptions Of The Chi-Square Test Doing Chi-Square On SPSS Several Categorical Variables: Log-Linear Analysis Assumptions In Loglinear Analysis Loglinear Analysis Using SPSS Output From Loglinear Analysis Following Up Loglinear Analysis Effect Sizes In Loglinear Analysis Reporting The Results Of Loglinear Analysis What Have I Discovered About Statistics? Key Terms That I've Discovered Smart Alex's Tasks Further Reading Interesting Real Research Multilevel Linear Models What Will This Chapter Tell Me? Hierarchical Data Theory Of Multilevel Linear Models The Multilevel Model Some Practical Issues Multilevel Modelling On SPSS Growth Models How To Report A Multilevel Model What Have I Discovered About Statistics? Key Terms That I've Discovered Smart Alex's Tasks Further Reading Interesting Real Research Epilogue Glossary Appendices Table Of The Standard Normal Distribution Critical Values Of The T-Distribution Critical Values Of The F-Distribution Critical Values Of The Chi-Square Distribution References

    ISBN: 9781446249185
    ISBN-10: 1446249182
    Audience: Tertiary; University or College
    Format: Paperback
    Language: English
    Number Of Pages: 952
    Published: 27th January 2013
    Dimensions (cm): 27.6 x 19.7  x 4.0
    Weight (kg): 1.651