Discovering Statistics Using Spss - Brossura

Field, Andy

Brossura

ISBN 10: 0761944524 ISBN 13: 9780761944522

Casa editrice: Sage Pubns Ltd, 2005

Riassunto

Get the Statistics Book That's Sweeping the Nation!

Appropriate for All Levels--Undergraduate to Doctorate Programs in Every Discipline!

This new edition of Field's bestselling textbook provides students of statistical methods with everything they need to understand, use and report statistics - at every level. Written in Andy Field's vivid and entertaining style, and furnished with playful examples from everyday student life (among other places), the book forms an accessible gateway into the often intimidating world of statistics and a unique opportunity for students to ground their knowledge of statistics through the use of SPSS. The text is fully compliant with the latest release of SPSS (version 13).

Key updates in Second Edition:
 
- More coverage with completely new material on non-parametric statistics, loglinear analysis, effect sizes and how to report statistical analysis

- Even more student-friendly features, including a glossary of key statistical terms and exercises at the end of chapters for students to work through, with datasets and answers to chapter exercises on the accompanying CD-ROM

- A larger and more easy-to-reference format: notation in each section identifies the intended level of study while the new 2-color text design enhances the features in the book and, together with the larger format, provides extra clarity throughout

- A companion website is available at www.sagepub.co.uk/field, containing resources for both students and instructors: a testbank of MCQs for students to test their own knowledge; online glossary in flash card format; multiple choice questions and answers to use for class assessment - available on restricted access basis to instructors via entry password; and PowerPoint Slides of all formatted artwork in the textbook for instructors to include in their own lecture slides.

Andy Field is a Senior Lecturer in Psychology at The University of Sussex, U.K. where his success in making statistics accessible was recognized with a teaching award in 2001.

"The Second Edition of Andy Field's Discovering Statistics Using SPSS is an excellent book and a valuable addition to the teaching of statistics in the behavioral sciences. The title of the book accurately reflects the approach taken. This is not simply a primer on how to use SPSS, but is a very good statistics text using SPSS as a vehicle for illustrating and expanding on the statistical content of the book. At the same time it also serves as a manual for SPSS, and has taught me things that I had not known about the software. I find this flexible approach to the blending of content and software to be an effective way of teaching the material. It is impossible to review this book without commenting on Andy's particular style. I enjoyed it immensely and think that it would appeal to both students and their instructors. It is refreshing to see someone who doesn't take himself too seriously."
-- David C Howell, Professor Emeritus, University of Vermont

Su questo libro

Recensione

"Field makes concerted efforts to provide statistical tools in a very lighthearted fashion by throwing in humor, with great success...  Very useful, valuable, and interesting.  Highly recommended." (D.V. Chopra Choice Magazine 2006-02-01)

"Aimed at a wide student audience, the objectives are to explain statistics theory and practice in a clear, engaging, user-friendly way, and the book does this well. For the purist, some of the phrasing might be loose and the theory light, but the book works well as an introductory text for its intended audience." (Andrew Millard, Research Officer of Greater Glasgo NHS 2006-02-16)

"This text is notable for the breadth of statistics covered and for seamless meshing this content with SPSS." (Eileen Gigliotti 2007-05-31)

Contenuti

EVERYTHING YOU WANTED TO KNOW ABOUT STATISTICS (WELL, SORT OF)
Building Statistical Models
Populations and Samples
Simple Statistical Models
Frequency Distributions
Is My Sample Representative of the Population?
Linear Models
How Can We Tell If Our Model Represents the Real World?
THE SPSS ENVIRONMENT
Versions of SPSS
Getting Started
The Data Editor
The Output Viewer
The Syntax Window
Saving Files
Retrieving a File
EXPLORING DATA
Parametric Data
Graphing and Screening Data
Exploring Groups of Data
Testing Whether a Distribution is Normal
Testing for Homogeneity of Variance
Graphing Means
CORRELATION
How Do We Measure Relationships?
Data Entry for Correlation Analysis Using SPSS
Graphing Relationships
The Scatterplot
Bivariate Correlation
Partial Correlation
How To Report Correlation Coefficients
REGRESSION
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
How To Report Multiple Regression
Categorical Predictors and Multiple Regression
LOGISTIC REGRESSION
Background to Logistic Regression
What Are the Principles behind Logistic Regression?
Running the Analysis
A Research Example
Interpreting Logistic Regression
How To Report Logistic Regression
Another Example
Testing for Multicollinearity
Things That Can Go Wrong
COMPARING TWO MEANS
Revision of Experimental Research
Inputting Data and Displaying Means with Error Bar Charts
Testing Differences between Means
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 Our Data Are Not Normally Distributed?
COMPARING SEVERAL MEANS: ANOVA (GLM 1)
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
ANALYSIS OF COVARIANCE, ANCOVA (GLM 2)
What Is ANCOVA?
Conducting ANCOVA on SPSS
Interpreting the Output from ANCOVA
ANCOVA Run as a Multiple Regression
Additional Assumptions in ANCOVA
Calculating the Effect Size
Reporting Results
FACTORIAL ANOVA (GLM 3)
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
REPEATED-MEASURES DESIGNS (GLM 4)
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
MIXED DESIGN ANOVA (GLM 5)
Mixed ANOVA on SPSS
Output for Mixed Factorial ANOVA
Main Analysis
Calculating Effect Sizes
Reporting the Results of Mixed ANOVA
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
MULTIVARIATE ANALYSIS OF VARIANCE (MANOVA)
Introduction
Similarities and Differences to ANOVA
Theory of MANOVA
Assumptions of MANOVA
MANOVA on SPSS
Output from MANOVA
Following Up MANOVA with Discriminant Analysis
Output from the Discriminant Analysis
EXPLORATORY FACTOR ANALYSIS
Factors
Discovering Factors
Research Example
Running the Analysis
Interpreting Output from SPSS
Reliability Analysis
CATEGORICAL DATA
Theory of Analyzing 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

Dettagli dell?edizione

• Editore: Sage Pubns Ltd
• Data di pubblicazione: 2005
• ISBN 10: 0761944524
• ISBN 13: 9780761944522
• Rilegatura: Copertina flessibile
• Lingua: Inglese
• Numero edizione: 2
• Numero di pagine: 816