Quick guide to IBM SPSS : statistical analysis with step-by-step examples / Alan C. Elliott, Southern Methodist University, Wayne A. Woodward, Southern Methodist University.

By:

Elliott, Alan C, 1952- [author.]

Contributor(s):

Material type:

TextPublisher: Los Angeles : SAGE Publications, [2020]Edition: Third EditionDescription: xv, 371 pages : color illustrations ; 23 cmContent type:

text

Media type:

unmediated

Carrier type:

volume

ISBN:

9781544360423

Uniform titles:

IBM SPSS by example

Subject(s):

DDC classification:

005.55 ELL W 23

LOC classification:

HA29 .E4826 2020

Contents:

Preface & Acknowledgments About the Authors Chapter 1 * Introduction Getting the Most Out of Quick Guide to IBM SPSS A Brief Overview of the Statistical Process Understanding Hypothesis Testing, Power, and Sample Size Understanding the p-Value Planning a Successful Analysis Guidelines for Creating Data Sets Preparing Excel Data for Import Guidelines for Reporting Results Downloading Sample SPSS Data Files Opening Data Files for Examples Summary References Chapter 2 * Describing and Examining Data Example Data Files Describing Quantitative Data Describing Categorical Data Summary References Chapter 3 * Creating and Using Graphs Introduction to SPSS Graphs Guidelines for Creating and Using Graphs Chart Builder Graphboard Template Chooser Legacy Plots Scatterplots Histograms Bar Charts Pie Charts Boxplots Summary References Chapter 4 * Comparing One or Two Means Using the t-Test One-Sample t-Test Two-Sample t-Test Paired t-Test Summary References Chapter 5 * Correlation and Regression Correlation Analysis Simple Linear Regression Multiple Linear Regression Summary References Chapter 6 * Analysis of Categorical Data Contingency Table Analysis (r x c) Contingency Table Examples McNemar's Test Mantel-Haenszel Meta-Analysis Comparison Tests of Interrater Reliability Goodness-of-Fit Test Other Measures of Association for Categorical Data Summary References Chapter 7 * Analysis of Variance and Covariance One-Way ANOVA Two-Way Analysis of Variance Repeated-Measures Analysis of Variance Analysis of Covariance Summary References Chapter 8 * Nonparametric Analysis Procedures Spearman's Rho Mann-Whitney-Wilcoxon (Two Independent Groups Test) Kruskal-Wallis Test Sign Test and Wilcoxon Signed-Rank Test for Matched Pairs Friedman's Test Summary Reference Chapter 9 * Logistic Regression Appropriate Applications for Logistic Regression Simple Logistic Regression Multiple Logistic Regression Summary References Appendix A: A Brief Tutorial for Using IBM SPSS for Windows Appendix B: Choosing the Right Procedure to Use Index

Tags from this library:

SPSS (1) ,
Statistics (1) ,
Tutorial (1)

Average rating: 5.0 (1 votes)

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	Reference text books	All India Institute of Speech and Hearing		R-1/3		005.55 ELL W (Browse shelf(Opens below))					Available			22338
	Stack text books	All India Institute of Speech and Hearing		3/1		005.55 ELL W;1 (Browse shelf(Opens below))					Available			22339

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Revised edition of the authors' IBM SPSS by example, [2016]

Includes bibliographical references and index.

Preface & Acknowledgments
About the Authors
Chapter 1 * Introduction
Getting the Most Out of Quick Guide to IBM SPSS
A Brief Overview of the Statistical Process
Understanding Hypothesis Testing, Power, and Sample Size
Understanding the p-Value
Planning a Successful Analysis
Guidelines for Creating Data Sets
Preparing Excel Data for Import
Guidelines for Reporting Results
Downloading Sample SPSS Data Files
Opening Data Files for Examples
Summary
References
Chapter 2 * Describing and Examining Data
Example Data Files
Describing Quantitative Data
Describing Categorical Data
Summary
References
Chapter 3 * Creating and Using Graphs
Introduction to SPSS Graphs
Guidelines for Creating and Using Graphs
Chart Builder
Graphboard Template Chooser
Legacy Plots
Scatterplots
Histograms
Bar Charts
Pie Charts
Boxplots
Summary
References
Chapter 4 * Comparing One or Two Means Using the t-Test
One-Sample t-Test
Two-Sample t-Test
Paired t-Test
Summary
References
Chapter 5 * Correlation and Regression
Correlation Analysis
Simple Linear Regression
Multiple Linear Regression
Summary
References
Chapter 6 * Analysis of Categorical Data
Contingency Table Analysis (r x c)
Contingency Table Examples
McNemar's Test
Mantel-Haenszel Meta-Analysis Comparison
Tests of Interrater Reliability
Goodness-of-Fit Test
Other Measures of Association for Categorical Data
Summary
References
Chapter 7 * Analysis of Variance and Covariance
One-Way ANOVA
Two-Way Analysis of Variance
Repeated-Measures Analysis of Variance
Analysis of Covariance
Summary
References
Chapter 8 * Nonparametric Analysis Procedures
Spearman's Rho
Mann-Whitney-Wilcoxon (Two Independent Groups Test)
Kruskal-Wallis Test
Sign Test and Wilcoxon Signed-Rank Test for Matched Pairs
Friedman's Test
Summary
Reference
Chapter 9 * Logistic Regression
Appropriate Applications for Logistic Regression
Simple Logistic Regression
Multiple Logistic Regression
Summary
References
Appendix A: A Brief Tutorial for Using IBM SPSS for Windows
Appendix B: Choosing the Right Procedure to Use
Index

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