How to Use SPSS® - Brian C. Cronk

How to Use SPSS®

A Step-By-Step Guide to Analysis and Interpretation

(Autor)

Buch | Softcover
168 Seiten
2017 | 9th New edition
Pyrczak Publishing (Verlag)
978-1-936523-44-3 (ISBN)
57,35 inkl. MwSt
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• Designed for use by novice computer users, this text begins with the basics, such as starting SPSS, defining variables, and entering and saving data.


• All major statistical techniques covered in beginning statistics classes are included:


· descriptive statistics


· graphing data


· prediction and association


· parametric inferential statistics


· nonparametric inferential statistics


· statistics for test construction


• Each section starts with a brief description of the statistic that is covered and important underlying assumptions, which help students select appropriate statistics.


• Each section describes how to interpret results and express them in a research report after the data are analyzed. For example, students are shown how to phrase the results of a significant and an insignificant t test.


• More than 200 screenshots (including sample output) throughout the book show students exactly what to expect as they follow along using SPSS.


• A glossary of statistical terms is included, which makes a handy reference for students who need to review the meanings of basic statistical terms.


• Practice exercises throughout the book give students stimulus material to use as they practice to achieve mastery of the program.


• Thoroughly field-tested; your students are certain to appreciate this book.

Chapter 1: Getting Started


1.1 — Starting SPSS


1.2 — Entering Data


1.3 — Defining Variables


1.4 — Loading and Saving Data Files


1.5 — Running Your First Analysis


1.6 — Examining and Printing Output Files


1.7 — Modifying Data Files


Chapter 2: Entering and Modifying Data


2.1 — Variables and Data Representation


2.2 — Selection and Transformation of Data


Chapter 3: Descriptive Statistics


3.1 — Frequency Distributions and Percentile Ranks for a Single Variable


3.2 — Frequency Distributions and Percentile Ranks for Multiple Variables


3.3 — Measures of Central Tendency and Measures of Dispersion for a Single Group


3.4 — Measures of Central Tendency and Measures of Dispersion for Multiple Groups


3.5 — Standard Scores


Chapter 4: Graphing Data


4.1 — Graphing Basics


4.2 — Bar Charts, Pie Charts, and Histograms


4.3 — The SPSS Chart Builder


4.4 — Scatterplots


4.5 — Advanced Bar Charts


4.6 — Editing SPSS Graphs


Chapter 5: Prediction and Association


5.1 — Pearson Correlation Coefficient


5.2 — Spearman Correlation Coefficient


5.3 — Simple Linear Regression


5.4 — Multiple Linear Regression


Chapter 6: Parametric Inferential Statistics


6.1 — Review of Basic Hypothesis Testing


6.2 — Single-Sample t Test


6.3 — Independent-Samples t Test


6.4 — Paired-Samples t Test


6.5 — One-Way ANOVA


6.6 — Factorial ANOVA


6.7 — Repeated-Measures ANOVA


6.8 — Mixed-Design ANOVA


6.9 — Analysis of Covariance


6.10 — Multivariate Analysis of Variance (MANOVA)


Chapter 7: Nonparametric Inferential Statistics


7.1 — Chi-Square Goodness of Fit


7.2 — Chi-Square Test of Independence


7.3 — Mann-Whitney U Test


7.4 — Wilcoxon Test


7.5 — Kruskal-Wallis H Test


7.6 — Friedman Test


Chapter 8: Test Construction


8.1 — Item-Total Analysis


8.2 — Cronbach’s Alpha


8.3 — Test-Retest Reliability


8.4 — Criterion-Related Validity


Appendix A: Effect Size


Appendix B: Practice Exercise Data Sets


Appendix C: Sample Data Files Used in Text


Appendix D: Selecting the Appropriate Inferential Test


Appendix E: Glossary

Erscheinungsdatum
Verlagsort Los Angeles
Sprache englisch
Maße 216 x 279 mm
Gewicht 522 g
Themenwelt Geisteswissenschaften Psychologie
Mathematik / Informatik Mathematik Computerprogramme / Computeralgebra
ISBN-10 1-936523-44-2 / 1936523442
ISBN-13 978-1-936523-44-3 / 9781936523443
Zustand Neuware
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