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E-raamat: How to Use Pasw Statistics: A Step-By-Step Guide to Analysis and Interpretation

  • Formaat: 146 pages
  • Ilmumisaeg: 24-Jul-2020
  • Kirjastus: Pyrczak Publishing
  • Keel: eng
  • ISBN-13: 9781000149845
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  • Formaat: 146 pages
  • Ilmumisaeg: 24-Jul-2020
  • Kirjastus: Pyrczak Publishing
  • Keel: eng
  • ISBN-13: 9781000149845
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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.
Introduction v
Audience v
Organization v
PASW Versions vi
Availability of PASW vi
New to This Edition vi
Conventions vii
Screenshots vii
Practice Exercises vii
Acknowledgments vii
Chapter 1 Getting Started
1(10)
1.1 Starting PASW
1(1)
1.2 Entering Data
1(1)
1.3 Defining Variables
2(3)
1.4 Loading and Saving Data Files
5(1)
1.5 Running Your First Analysis
6(1)
1.6 Examining and Printing Output Files
7(1)
1.7 Modifying Data Files
8(3)
Chapter 2 Entering and Modifying Data
11(6)
2.1 Variables and Data Representation
11(1)
2.2 Selection and Transformation of Data
12(5)
Chapter 3 Descriptive Statistics
17(12)
3.1 Frequency Distributions and Percentile Ranks for a Single Variable
17(3)
3.2 Frequency Distributions and Percentile Ranks for Multiple Variables
20(2)
3.3 Measures of Central Tendency and Measures of Dispersion for a Single Group
22(2)
3.4 Measures of Central Tendency and Measures of Dispersion for Multiple Groups
24(3)
3.5 Standard Scores
27(2)
Chapter 4 Graphing Data
29(12)
4.1 Graphing Basics
29(1)
4.2 Bar Charts, Pie Charts, and Histograms
29(3)
4.3 The PASW Chart Builder
32(1)
4.4 Scatterplots
33(3)
4.5 Advanced Bar Charts
36(3)
4.6 Editing PASW Graphs
39(2)
Chapter 5 Prediction and Association
41(12)
5.1 Pearson Correlation Coefficient
41(2)
5.2 Spearman Correlation Coefficient
43(2)
5.3 Simple Linear Regression
45(4)
5.4 Multiple Linear Regression
49(4)
Chapter 6 Parametric Inferential Statistics
53(34)
6.1 Review of Basic Hypothesis Testing
53(2)
6.2 Single-Sample t Test
55(3)
6.3 Independent-Samples t Test
58(3)
6.4 Paired-Samples t Test
61(4)
6.5 One-Way ANOVA
65(4)
6.6 Factorial ANOVA
69(4)
6.7 Repeated-Measures ANOVA
73(4)
6.8 Mixed-Design ANOVA
77(3)
6.9 Analysis of Covariance
80(2)
6.10 Multivariate Analysis of Variance (MANOVA)
82(5)
Chapter 7 Nonparametric Inferential Statistics
87(24)
7.1 Chi-Square Goodness of Fit
87(5)
7.2 Chi-Square Test of Independence
92(3)
7.3 Mann-Whitney U Test
95(4)
7.4 Wilcoxon Test
99(3)
7.5 Kruskal-Wallist H Test
102(5)
7.6 Friedman Test
107(4)
Chapter 8 Test Construction
111(4)
8.1 Item-Total Analysis
111(1)
8.2 Cronbach's Alpha
112(1)
8.3 Test-Retest Reliability
113(1)
8.4 Criterion-Related Validity
114(1)
Appendix A Effect Size
115(6)
Appendix B Practice Exercise Data Sets
121(4)
Practice Data Set 1
121(1)
Practice Data Set 2
122(1)
Practice Data Set 3
122(3)
Appendix C Glossary
125(4)
Appendix D Sample Data Files Used in Text
129
Coins.sav
129(1)
Grades.sav
130(1)
Height.sav
131(1)
Questions.sav
132(1)
Race.sav
133(1)
Sample.sav
134(1)
Sat.sav
135
Brian C. Cronk (Author) Missouri Western State University, USA