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SPSS demystified : a simple guide and reference / Ronald D. Yockey.

By: Yockey, Ronald DMaterial type: TextTextPublisher: Milton : Taylor & Francis Group, 2023Copyright date: 2023Edition: 4th editionDescription: 1 online resource (282 pages)Content type: text ISBN: 9781000844481DDC classification: 300.28555 Online access: Open e-book
Contents:
Cover -- Half Title -- Title -- Copyright -- Contents -- Preface -- Acknowledgments -- Part I Introduction to SPSS, Descriptive Statistics, Graphical Procedures of Data, and Reliability Using Coefficient Alpha -- Chapter 1 Introduction to SPSS -- The Data Editor Window -- Creating Data Files in SPSS -- Data Entry and Analysis -- Viewer (Output) Window -- Saving Files -- Printing Files -- Exercises -- Notes -- Chapter 2 Descriptive Statistics: Frequencies, Measures of Central Tendency, and Measures of Variability -- The Data -- Data Entry and Analysis in SPSS -- Frequencies -- Measures of Central Tendency and Variability -- Analysis of Groups Using the Means Procedure -- Summary of Steps to Conduct the Frequencies and Means Procedures -- Exercises -- Notes -- Chapter 3 Graphical Procedures -- Bar Charts -- Histograms -- Scatterplots -- Boxplots -- Summary of Steps for Producing Bar Charts, Histograms, Scatterplots, and Boxplots in SPSS -- Exercises -- Chapter 4 Reliability (as Measured by Coefficient Alpha) -- Example -- Objective and Data Requirements of Coefficient Alpha -- Data Entry and Analysis in SPSS -- Expression of the Results -- Summary of Steps for Conducting a Reliability Analysis in SPSS -- Exercises -- Notes -- Part II Inferential Statistics -- Chapter 5 The One-Sample t Test -- Example -- Objective and Data Requirements of the One-Sample t Test -- Null and Alternative Hypotheses -- Research Question -- Data Entry and Analysis in SPSS -- Effect Sizes -- Expression of the Results in APA Format -- Assumptions of the One-Sample t Test -- Summary of Steps for Conducting a One-Sample t Test in SPSS -- Exercises -- Notes -- Chapter 6 The Independent-Samples t Test -- Example -- Objective and Data Requirements of the Independent-Samples t Test -- Null and Alternative Hypotheses -- Research Question -- Data Entry and Analysis in SPSS.
Effect Sizes -- Expression of the Results in APA Format -- Assumptions of the Independent-Samples t Test -- Summary of Steps for Conducting an Independent-Samples t Test in SPSS -- Exercises -- Notes -- Chapter 7 The Dependent-Samples t Test -- Example -- Objective and Data Requirements of the Dependent-Samples t Test -- Null and Alternative Hypotheses -- Research Question -- Data Entry and Analysis in SPSS -- Effect Sizes -- Expression of the Results in APA Format -- Assumptions of the Dependent-Samples t Test -- Summary of Steps for Conducting a Dependent Samples t Test in SPSS -- Exercises -- Notes -- Chapter 8 The One-Way between Subjects Analysis of Variance (ANOVA) -- Example -- Objective and Data Requirements of the One-Way between Subjects ANOVA -- Null and Alternative Hypotheses -- Research Question -- Data Entry and Analysis in SPSS -- Effect Sizes -- Expression of the Results in APA Format -- Assumptions of the One-Way between Subjects ANOVA -- Summary of Steps for Conducting a One-Way between Subjects ANOVA in SPSS -- Exercises -- Notes -- Chapter 9 The Two-Way between Subjects Analysis of Variance (ANOVA) -- Example -- Objectives and Data Requirements of the Two-Way between Subjects ANOVA -- Null and Alternative Hypotheses -- Research Questions -- Data Entry and Analysis in SPSS -- Effect Sizes -- Expression of the Results in APA Format -- Assumptions of the Two-Way between Subjects ANOVA -- Summary of Steps for Conducting a Two-Way between Subjects ANOVA in SPSS -- Exercises -- Notes -- Chapter 10 The One-Way within Subjects Analysis of Variance (ANOVA) -- Example -- Objectives and Data Requirements of the One-Way within Subjects ANOVA -- Null and Alternative Hypotheses -- Research Question -- Data Entry and Analysis in SPSS -- Effect Sizes -- Expression of the Results in APA Format -- Assumptions of the One-Way within Subjects ANOVA.
Summary of Steps for Conducting a One-Way within Subjects ANOVA in SPSS -- Exercises -- Notes -- Chapter 11 The One-between-One-within Subjects Analysis of Variance (ANOVA) -- Example -- Objectives and Data Requirements of the One-between-One-within ANOVA -- Null and Alternative Hypotheses -- Research Questions -- Data Entry and Analysis in SPSS -- Effect Sizes -- Expression of the Results in APA Format -- Assumptions of the One-between-One-within Subjects ANOVA -- Summary of Steps for Conducting a One-between-One-within ANOVA in SPSS -- Exercises -- Notes -- Chapter 12 The Pearson r Correlation Coefficient -- Example -- Objective and Data Requirements of the Pearson r Correlation Coefficient -- Null and Alternative Hypotheses -- Research Question -- Data Entry and Analysis in SPSS -- Effect Sizes -- Expression of the Results in APA Format -- Assumptions of the Pearson Correlation Coefficient -- Summary of Steps for Conducting a Pearson Correlation Coefficient in SPSS -- Exercises -- Notes -- Chapter 13 Simple Linear Regression -- Example -- Objective and Data Requirements of Simple Regression -- Null and Alternative Hypotheses -- Research Question -- Data Entry and Analysis in SPSS -- Effect Sizes -- Expression of the Results in APA Format -- Assumptions in Simple Regression -- Summary of Steps for Conducting a Simple Linear Regression Analysis in SPSS -- Exercises -- Notes -- Chapter 14 Multiple Linear Regression -- Example -- Objective and Data Requirements of Multiple Regression -- Null and Alternative Hypotheses -- Research Questions -- Data Entry and Analysis in SPSS -- Effect Sizes -- Expression of the Results in APA Format -- Assumptions in Multiple Regression -- Summary of Steps for Conducting a Multiple Regression Analysis in SPSS -- Exercises -- Notes -- Chapter 15 The Chi-Square Goodness of Fit Test -- Example.
Objective and Data Requirements of the Chi-Square Goodness of Fit Test -- Null and Alternative Hypotheses -- Research Question -- Data Entry and Analysis in SPSS -- Expression of the Results in APA Format -- Assumptions of the Chi-Square Goodness of Fit Test -- Summary of Steps for Conducting a Chi-Square Goodness of Fit Test in SPSS -- Exercises -- Notes -- Chapter 16 The Chi-Square Test of Independence -- Example -- Objective and Data Requirements of the Chi-Square Test of Independence -- Null and Alternative Hypotheses -- Research Question -- Data Entry and Analysis in SPSS -- Effect Sizes -- Expression of the Results in APA Format -- Assumptions of the Chi-Square Test of Independence -- Summary of Steps for Conducting a Chi-Square Test of Independence in SPSS -- Exercises -- Notes -- Appendix A Data Transformations and Other Procedures -- The Recode Procedure -- The Compute Procedure -- The Select Cases Procedure -- The Split File Procedure -- Turning Off the Split File Procedure -- Notes -- Appendix B Solutions to Chapter Exercises -- References -- Index.
Summary: Through a comprehensive, step-by-step approach, this text is consistently and specifically designed to both alleviate anxiety toward the subject matter and build a successful experience analyzing data in SPSS. Topics covered in the text are appropriate for most introductory and intermediate statistics and research methods courses.
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Cover -- Half Title -- Title -- Copyright -- Contents -- Preface -- Acknowledgments -- Part I Introduction to SPSS, Descriptive Statistics, Graphical Procedures of Data, and Reliability Using Coefficient Alpha -- Chapter 1 Introduction to SPSS -- The Data Editor Window -- Creating Data Files in SPSS -- Data Entry and Analysis -- Viewer (Output) Window -- Saving Files -- Printing Files -- Exercises -- Notes -- Chapter 2 Descriptive Statistics: Frequencies, Measures of Central Tendency, and Measures of Variability -- The Data -- Data Entry and Analysis in SPSS -- Frequencies -- Measures of Central Tendency and Variability -- Analysis of Groups Using the Means Procedure -- Summary of Steps to Conduct the Frequencies and Means Procedures -- Exercises -- Notes -- Chapter 3 Graphical Procedures -- Bar Charts -- Histograms -- Scatterplots -- Boxplots -- Summary of Steps for Producing Bar Charts, Histograms, Scatterplots, and Boxplots in SPSS -- Exercises -- Chapter 4 Reliability (as Measured by Coefficient Alpha) -- Example -- Objective and Data Requirements of Coefficient Alpha -- Data Entry and Analysis in SPSS -- Expression of the Results -- Summary of Steps for Conducting a Reliability Analysis in SPSS -- Exercises -- Notes -- Part II Inferential Statistics -- Chapter 5 The One-Sample t Test -- Example -- Objective and Data Requirements of the One-Sample t Test -- Null and Alternative Hypotheses -- Research Question -- Data Entry and Analysis in SPSS -- Effect Sizes -- Expression of the Results in APA Format -- Assumptions of the One-Sample t Test -- Summary of Steps for Conducting a One-Sample t Test in SPSS -- Exercises -- Notes -- Chapter 6 The Independent-Samples t Test -- Example -- Objective and Data Requirements of the Independent-Samples t Test -- Null and Alternative Hypotheses -- Research Question -- Data Entry and Analysis in SPSS.

Effect Sizes -- Expression of the Results in APA Format -- Assumptions of the Independent-Samples t Test -- Summary of Steps for Conducting an Independent-Samples t Test in SPSS -- Exercises -- Notes -- Chapter 7 The Dependent-Samples t Test -- Example -- Objective and Data Requirements of the Dependent-Samples t Test -- Null and Alternative Hypotheses -- Research Question -- Data Entry and Analysis in SPSS -- Effect Sizes -- Expression of the Results in APA Format -- Assumptions of the Dependent-Samples t Test -- Summary of Steps for Conducting a Dependent Samples t Test in SPSS -- Exercises -- Notes -- Chapter 8 The One-Way between Subjects Analysis of Variance (ANOVA) -- Example -- Objective and Data Requirements of the One-Way between Subjects ANOVA -- Null and Alternative Hypotheses -- Research Question -- Data Entry and Analysis in SPSS -- Effect Sizes -- Expression of the Results in APA Format -- Assumptions of the One-Way between Subjects ANOVA -- Summary of Steps for Conducting a One-Way between Subjects ANOVA in SPSS -- Exercises -- Notes -- Chapter 9 The Two-Way between Subjects Analysis of Variance (ANOVA) -- Example -- Objectives and Data Requirements of the Two-Way between Subjects ANOVA -- Null and Alternative Hypotheses -- Research Questions -- Data Entry and Analysis in SPSS -- Effect Sizes -- Expression of the Results in APA Format -- Assumptions of the Two-Way between Subjects ANOVA -- Summary of Steps for Conducting a Two-Way between Subjects ANOVA in SPSS -- Exercises -- Notes -- Chapter 10 The One-Way within Subjects Analysis of Variance (ANOVA) -- Example -- Objectives and Data Requirements of the One-Way within Subjects ANOVA -- Null and Alternative Hypotheses -- Research Question -- Data Entry and Analysis in SPSS -- Effect Sizes -- Expression of the Results in APA Format -- Assumptions of the One-Way within Subjects ANOVA.

Summary of Steps for Conducting a One-Way within Subjects ANOVA in SPSS -- Exercises -- Notes -- Chapter 11 The One-between-One-within Subjects Analysis of Variance (ANOVA) -- Example -- Objectives and Data Requirements of the One-between-One-within ANOVA -- Null and Alternative Hypotheses -- Research Questions -- Data Entry and Analysis in SPSS -- Effect Sizes -- Expression of the Results in APA Format -- Assumptions of the One-between-One-within Subjects ANOVA -- Summary of Steps for Conducting a One-between-One-within ANOVA in SPSS -- Exercises -- Notes -- Chapter 12 The Pearson r Correlation Coefficient -- Example -- Objective and Data Requirements of the Pearson r Correlation Coefficient -- Null and Alternative Hypotheses -- Research Question -- Data Entry and Analysis in SPSS -- Effect Sizes -- Expression of the Results in APA Format -- Assumptions of the Pearson Correlation Coefficient -- Summary of Steps for Conducting a Pearson Correlation Coefficient in SPSS -- Exercises -- Notes -- Chapter 13 Simple Linear Regression -- Example -- Objective and Data Requirements of Simple Regression -- Null and Alternative Hypotheses -- Research Question -- Data Entry and Analysis in SPSS -- Effect Sizes -- Expression of the Results in APA Format -- Assumptions in Simple Regression -- Summary of Steps for Conducting a Simple Linear Regression Analysis in SPSS -- Exercises -- Notes -- Chapter 14 Multiple Linear Regression -- Example -- Objective and Data Requirements of Multiple Regression -- Null and Alternative Hypotheses -- Research Questions -- Data Entry and Analysis in SPSS -- Effect Sizes -- Expression of the Results in APA Format -- Assumptions in Multiple Regression -- Summary of Steps for Conducting a Multiple Regression Analysis in SPSS -- Exercises -- Notes -- Chapter 15 The Chi-Square Goodness of Fit Test -- Example.

Objective and Data Requirements of the Chi-Square Goodness of Fit Test -- Null and Alternative Hypotheses -- Research Question -- Data Entry and Analysis in SPSS -- Expression of the Results in APA Format -- Assumptions of the Chi-Square Goodness of Fit Test -- Summary of Steps for Conducting a Chi-Square Goodness of Fit Test in SPSS -- Exercises -- Notes -- Chapter 16 The Chi-Square Test of Independence -- Example -- Objective and Data Requirements of the Chi-Square Test of Independence -- Null and Alternative Hypotheses -- Research Question -- Data Entry and Analysis in SPSS -- Effect Sizes -- Expression of the Results in APA Format -- Assumptions of the Chi-Square Test of Independence -- Summary of Steps for Conducting a Chi-Square Test of Independence in SPSS -- Exercises -- Notes -- Appendix A Data Transformations and Other Procedures -- The Recode Procedure -- The Compute Procedure -- The Select Cases Procedure -- The Split File Procedure -- Turning Off the Split File Procedure -- Notes -- Appendix B Solutions to Chapter Exercises -- References -- Index.

Through a comprehensive, step-by-step approach, this text is consistently and specifically designed to both alleviate anxiety toward the subject matter and build a successful experience analyzing data in SPSS. Topics covered in the text are appropriate for most introductory and intermediate statistics and research methods courses.

Description based on publisher supplied metadata and other sources.

Electronic reproduction. Ann Arbor, Michigan : ProQuest Ebook Central, 2023. Available via World Wide Web. Access may be limited to ProQuest Ebook Central affiliated libraries.

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