Chapter 1 The Basis of Data Analysis Section 1 Definition and Content of Data Analysis Section 2 Working Procedure of Experimental Data Analysis Section 3 The Basic Concepts of Data Statistical Analysis Section 4 The Concept and Characteristics of Normal Distribution Section 5 Distribution of Statistics Section 6 Sampling Research and Sampling Error Section 7 Parameter Estimation and Hypothesis Testing Summary Chapter 2 SPSS Base Operation Section 1 Launch of SPSS Section 2 Main Window of SPSS Section 3 Defined Variable Section 4 Data Editing and Collation Chapter 3 Describes the Statistical Analysis Section 1 Descriptive Statistics-Frequencies Section 2 Exploratory Analysis Process Chapter 4 Statitics Inference Section 1 Hypothesis Testing of a Single Population Section 2 Two Populations of Statistical Inferences Section 3 Hypothesis Testing of Two Related Populations Section 4 SPSS Mean Procedure Introduction Summary Chapter 5 ANOVA Section 1 One-Way Analysis of Variance Section 2 Two-Factor ANOVA for Random Block Design Section 3 Analysis of Variance for Two-Factor Experiments with Equal Replication Section 4 Multiple Comparisons Between Multiple Sample Means Section 5 Analysis of Variance of General Linear Model Summary Chapter 6 Covariance Analysis Section 1 The Significance of Covariance Analysis Section 2 Analysis of Covariance for Single-Factor Experimental Data Summary Chapter 7 Correlation Analysis Section 1 Linear Correlation Analysis Section 2 Level-Related Section 3 Partial Correlation Analysis Section 4 Distance Analysis Process Summary Chapter 8 Regression Analysis Section 1 Principles of Regression Analysis Section 2 Multiple Regression Analysis Section 3 Nonlinear Models: Mathematical Transformations Section 4 Curve Fitting Section 5 Nonlinear Regression Analysis Summary Chapter 9 Nonparametric Test Section 1 Run Test Section 2 Mann-Whitney U Test
Section 3 Wilcoxon Signed-Rank Test for Paired Samples Section 4 Kruskal-Wallis Test Section 5 Friedman Tests Summary Chapter 10 Drawing of Graphs Section 1 Bar Chart Section 2 Line Chart Section 3 Area Chart Section 4 Pie Chart Section 5 High-Low Chart Section 6 Control Chart Section 7 Boxplot Section 8 Error Bar Section 9 Scatter Plot Section 10 Histogram Section 11 Normal P-P Section 12 Sequence Diagram Section 13 Time Series Plot Summary Main References Appendix
[