Discovering statistics using SPSS
著者
書誌事項
Discovering statistics using SPSS
SAGE, c2009
3rd ed
- : pbk
- : ed. with E version of text
- タイトル別名
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Discovering statistics using SPSS : and sex and drugs and rock'n'roll
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注記
Includes bibliographical references (p. 809-815) and index
内容説明・目次
- 巻冊次
-
ISBN 9781847879066
内容説明
'In this brilliant new edition, Andy Field has introduced important new introductory material on statistics that the student will need and was missing at least in the first edition. This book is the best blend that I know of a textbook in statistics and a manual on SPSS. It is a balanced composite of both topics, using SPSS to illustrate important statistical material and, through graphics, to make visible important approaches to data analysis. There are many places in the book where I had to laugh, and that's saying a lot for a book on statistics. His excellent style engages the reader and makes reading about statistics fun' - David C Howell, Professor Emeritus, University of Vermont, USA. This award-winning text, now fully updated with SPSS Statistics, is the only book on statistics that you will need! Fully revised and restructured, this new edition is even more accessible as it now takes students through from introductory to advanced level concepts, all the while grounding knowledge through the use of SPSS Statistics. Andy Field's humorous and self-deprecating style and the book's host of characters make the journey entertaining as well as educational.
While still providing a very comprehensive collection of statistical methods, tests and procedures, and packed with examples and self-assessment tests to reinforce knowledge, the new edition now also offers: a more gentle introduction to basic-level concepts and methods for beginners; new textbook features to make the book more user-friendly for those learning about more advanced concepts, encouraging 'critical thinking'; a brand new, full-colour design, making it easy for students to navigate between topics, and to understand how to use the latest version of SPSS Statistics; both 'real world' (the bizarre and the wonderful) and invented examples that illustrate the concepts and make the techniques come alive for students; an additional chapter on multilevel modelling for advanced-level students; and, reinforced binding to make the book easier to handle at a computer workstation.
The book also includes access to a brand new and improved companion Website, bursting with features including: animated 'SPSS walk-through' videos clearly demonstrating how to use the latest SPSS Statistics modules; self-marking multiple choice questions; data sets for psychology, business and management and health sciences; a flash-card glossary for testing knowledge of key concepts; and, access to support material from SAGE study skills books. Statistics lecturers are also provided with a whole range of resources and teaching aids, including: the test bank; over 300 multiple-choice questions ready to upload to WebCT, Blackboard or other virtual learning environments; charts and diagrams in electronic format for inclusion in lecture slides; and, PowerPoint slides written by the author to accompany chapters of the text.
目次
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
- 巻冊次
-
: pbk ISBN 9781847879073
内容説明
'In this brilliant new edition, Andy Field has introduced important new introductory material on statistics that the student will need and was missing at least in the first edition. This book is the best blend that I know of a textbook in statistics and a manual on SPSS. It is a balanced composite of both topics, using SPSS to illustrate important statistical material and, through graphics, to make visible important approaches to data analysis. There are many places in the book where I had to laugh, and that's saying a lot for a book on statistics. His excellent style engages the reader and makes reading about statistics fun' - David C Howell, Professor Emeritus, University of Vermont, USA. This award-winning text, now fully updated with SPSS Statistics, is the only book on statistics that you will need! Fully revised and restructured, this new edition is even more accessible as it now takes students through from introductory to advanced level concepts, all the while grounding knowledge through the use of SPSS Statistics. Andy Field's humorous and self-deprecating style and the book's host of characters make the journey entertaining as well as educational.
While still providing a very comprehensive collection of statistical methods, tests and procedures, and packed with examples and self-assessment tests to reinforce knowledge, the new edition now also offers: a more gentle introduction to basic-level concepts and methods for beginners; new textbook features to make the book more user-friendly for those learning about more advanced concepts, encouraging 'critical thinking'; a brand new, full-colour design, making it easy for students to navigate between topics, and to understand how to use the latest version of SPSS Statistics; both 'real world' (the bizarre and the wonderful) and invented examples that illustrate the concepts and make the techniques come alive for students; an additional chapter on multilevel modelling for advanced-level students; and, reinforced binding to make the book easier to handle at a computer workstation.
The book also includes access to a brand new and improved companion Website, bursting with features including: animated 'SPSS walk-through' videos clearly demonstrating how to use the latest SPSS Statistics modules; self-marking multiple choice questions; data sets for psychology, business and management and health sciences; a flash-card glossary for testing knowledge of key concepts; and, access to support material from SAGE study skills books. Statistics lecturers are also provided with a whole range of resources and teaching aids, including: the test bank; over 300 multiple-choice questions ready to upload to WebCT, Blackboard or other virtual learning environments; charts and diagrams in electronic format for inclusion in lecture slides; and, PowerPoint slides written by the author to accompany chapters of the text.
目次
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
- 巻冊次
-
: ed. with E version of text ISBN 9781849204088
内容説明
This award-winning text, now fully updated with SPSS Statistics, is the only book on statistics that you will need!
This book comes packaged with a code allowing access to the e-book version of the text from VitalSource.
Fully revised and restructured, this new edition is even more accessible as it now takes students through from introductory to advanced level concepts, all the while grounding knowledge through the use of SPSS Statistics. Andy Field's humorous and self-deprecating style and the book's host of characters make the journey entertaining as well as educational.
While still providing a very comprehensive collection of statistical methods, tests and procedures, and packed with examples and self-assessment tests to reinforce knowledge, the new edition now also offers:
- a more gentle introduction to basic-level concepts and methods for beginners
- new textbook features to make the book more user-friendly for those learning about more advanced concepts, encouraging 'critical thinking'
- a brand new, full-colour design, making it easy for students to navigate between topics, and to understand how to use the latest version of SPSS Statistics
- both 'real world' (the bizarre and the wonderful) and invented examples illustrate the concepts and make the techniques come alive for students
- an additional chapter on multilevel modelling for advanced-level students
- reinforced binding to make the book easier to handle at a computer workstation.
The book also includes access to a brand new and improved companion Website, bursting with features including:
- animated 'SPSS walk-through' videos clearly demonstrating how to use the latest SPSS Statistics modules
- self-marking multiple choice questions
- data sets for psychology, business and management and health sciences
- a flash-card glossary for testing knowledge of key concepts
- access to support material from SAGE study skills books.
Statistics lecturers are also provided with a whole range of resources and teaching aids, including:
- the test bank - over 300 multiple-choice questions ready to upload to WebCT, Blackboard or other virtual learning environments
- charts and diagrams in electronic format for inclusion in lecture slides
- PowerPoint slides wriiten by the author to accompany chapters of the text.
目次
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
ANALYSING 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
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
LOGISTIC 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
NONPARAMETRIC 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
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