The Application of SPSS to Educational Statistics

内容简介

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。

目录

Chapter 1 SPSS and Educational Statistical Problems

1.1 What Is IBM SPSS

1.2 IBM SPSS Windows Interface

1.3 Statistical Questions in Educational Research

1.4 Level of Measurement

1.5 Building SPSS Data File

1.6 Editing Data

1.7 Importing Date From Excel to IBM SPSS

Summary and Exercise

Chapter 2 Common Operations on Data Files

2.1 Sorting Cases

2.2 Selecting Cases

2.3 Aggregating Data

2.4 Counting Occurrences of Values

2.5 Recoding Variable

2.6 Computing Variable

2.7 Standardized Variable to Z-Score

Summary and Exercise

Chapter 3 Descriptive Statistics

3.1 Frequency

3.2 Measures of Central Tendency

3.3 Measures of Dispersion

3.4 Measures of Distribution Shape

3.5 Explore

3.6 Multiple Response

Summary and Exercise

Chapter 4 Bivariate Analysis:Crosstabulation

4.1 Understanding Crosstabulation

4.2 Chi-Square Statistic

4.3 Numerical Example

Summary and Exercise

Chapter 5 Bivariate Analysis: Correlation

5.1 Pearson’s r Correlation Coefficient

5.2 Spearman’s rho Correlation Coefficient

Summary and Exercise

Chapter 6 The t-Test: Comparing the Means of Two Groups

6.1 Independent Samples t-Test

6.2 Paired Samples t-Test

Summary and Exercise

Chapter 7 One-Way Between-Subject ANOVA

7.1 Understanding One-Way ANOVA

7.2 Numerical Example

Summary and Exercise

Chapter 8 Multivariate Analysis:Multiple Linear Regression

8.1 What Is Multiple Linear Regression

8.2 Doing Regression Analysis in SPSS

8.3 Using Categorical Variables as Predictors

8.4 Diagnostics in Regression

Summary and Exercise

Chapter 9 Multivariate Analysis:Logistic Regression

9.1 What Is Logistic Regression

9.2 Doing Logistic Regression Analysis in SPSS

Summary and Exercise

Chapter 10 Validity and Reliability in Educational Research

10.1 What Is Validity and Reliability

10.2 Testing of Construct Validity—Factor Analysis

10.3 Doing Reliability Analysis in SPSS

Summary and Exercise

References

Appendix