THE APPLICATION OF SPSS TO EDUCATIONAL STATISTIC

本书介绍了社会科学统计软件包（SPSS）和教育统计方面的相关知识。本书采用“典型问题→统计方法→案例分析”的编写模式，以教育研究中的典型问题、典型统计方法为导向，侧重介绍应用SPSS解决这些典型问题的基本方法。本书为来华留学生用专业英文教材，也可作为教育类相关专业双语教学及英语课程建设的专业英文教材。本书介绍了社会科学统计软件包（SPSS）和教育统计方面的相关知识。本书采用“典型问题→统计方法→案例分析”的编写模式，以教育研究中的典型问题、典型统计方法为导向，侧重介绍应用SPSS解决这些典型问题的基本方法。本书为来华留学生用专业英文教材，也可作为教育类相关专业双语教学及英语课程建设的专业英文教材。

Preface （前言）Contents （目录）Chapter1 Introductionto SPSS1.1 What Is IBM SPSS?1.2 IBM SPSS Windows Interface1.3 Statistical Questions in Educational Research1.4 Level of Measurement1.5 Building SPSS Data File1.6 Editing Data1.7 Importing Date From Excel to IBM SPSSSummary and ExerciseChapter2 Common Operations on Data Files2.1 Sorting Cases2.2 Selecting Cases2.3 Aggregating Data2.4 Counting Occurrences of Values2.5 Recoding Variable2.6 Computing a New Variable2.7 Standardized Variable to Z ScoresSummary and ExerciseChapter 3 DescriptiveStatisticsIntroduction3.1 Frequency3.2 Measures of Central Tendency3.3 Measures of Dispersion3.4 Measures of Distribution Shape3.5 Explore3.6 Multiple ResponseSummary and ExerciseChapter 4 Bivariate Analysis: CrosstabulationIntroduction4.1 Understanding the Crosstabulation4.2 Chi Square Statistic4.3 Numerical ExampleSummary and ExerciseChapter 5 Bivariate Analysis: CorrelationIntroduction5.1 Pearson’s r Correlation Coefficient5.2 Spearman’s rho Correlation CoefficientSummary and ExerciseChapter 6 The t-Test: Comparing the Means of Two GroupsIntroduction6.1 Independent Samples t-Test6.2 Paired Samples t-TestSummary and ExerciseChapter 7 One-Way Between-Subject ANOVAIntroduction7.1 Understanding One-Way ANOVA7.2 Numerical ExampleSummary and ExerciseChapter 8 Multivariate Analysis: Multiple Linear RegressionIntroduction8.1 What Is Multiple Linear Regression8.2 Doing RegressionAnalysisin SPSS8.3 Using Categorical Variablesas Predictors8.4 Diagnosticsin RegressionSummary and ExerciseChapter 9 Multivariate Analysis: Logistic RegressionIntroduction9.1 What Is Logistic Regression9.2 Doing Logistic RegressionAnalysisin SPSSSummary and ExerciseChapter 10 Validity and Reliability in EducationalResearch Introduction10.1 What Is Validity and Reliability10.2 Testing of Construct Validity—Factor Analysis10.3 Doing Reliability Analysis in SPSSSummary and Exercise