Chapter 1 Overview of SPSS and Data Analysis

1. 1 SPSS software version, installation and startup

1.2 working interface, main menu and functions of SPSS.

1.2. 1 data editing window

1.2.2 output window

1.2.3 Report window

1.2.4 script editing window

1.2.5 Chart editing window

1.2.6 interactive chart editing window

Basic steps and operations of statistical analysis of SPSS data.

1.3. 1 Basic steps of data statistical analysis

1.3.2 Operation of output window

1.3.3 save the output and output results

Chapter 2 SPSS data preprocessing

2. 1 SPSS data creation

2. 1. 1 SPSS data structure characteristics and definitions.

2. 1.2 SPSS data input and data import from common external data sources

2.2 SPSS data editing

2.2. 1 data collation

data conversion

Basic statistics

Chapter III Descriptive Analysis of Data

3. 1 frequency analysis process

3. 1. 1 Main parameters of frequency analysis

3. 1.2 Example

3.2 Describe the analysis process

3.2. 1 describes the main parameters of the analysis.

3.2.2 Example

3.3 Find the group average

3.3. 1 main parameters of grouping average

3.3.2 Example

3.4 Cross-grouping description process

3.4. 1 cross grouping describes the main parameters.

3.4.2 Example

3.5 basic statistical chart analysis chart making

3.5. 1 bar chart

Three-dimensional bar graph

line drawing

Regional map

pie

High-low point diagram

block scheme

Error diagram

Overall cone diagram

Scatter chart/single chart

3.5. 1 1 histogram

Chapter IV Comparison and Inspection of Average Values

4. 1 single sample t test

4. 1. 1 Applicable conditions

4. 1.2 Example

4. Confidence Interval Estimation of1.3 Population Mean

4.2 T-test of independent samples

4.2. 1 Applicable conditions

4.2.2 Example

4.3 T-test of paired samples

4.3. 1 Applicable conditions

4.3.2 Example

6. 1.2 Example: Simple Correlation Analysis

6. 1.3 Example: Partial Correlation Analysis

6.2 univariate linear regression analysis

6.2. 1 Applicable conditions

6.2.2 Example

6.3 Multiple linear regression analysis

6.3. 1 Applicable conditions

6.3.2 Example

Chapter V Analysis of Variance

5. 1 one-way ANOVA

5. 1. 1 Applicable conditions

5. 1.2 example: analysis of variance of single-factor completely random design

5. 1.3 cases: analysis of variance of single factor randomized block design

5.2 Multivariate analysis of variance

5.2. 1 Applicable conditions

5.2.2 Example: Analysis of Variance of Two-factor Intersubject Design

5.2.3 Example: Variance Analysis of Two-factor Mixed Experimental Design

5.3 Covariance analysis

5.3. 1 Applicable conditions

5.3.2 Example

5.4 multivariate analysis of variance

5.4. 1 Applicable conditions

5.4.2 Example

Chapter VI Correlation and Regression Analysis

6. 1 correlation analysis and its significance test

6. 1. 1 Applicable conditions

Chapter VII nonparametric test

7. 1 chi-square test

7. 1. 1 Applicable conditions

7. 1 -2 Example

7.2 single sample k-s test

7.2. 1 Applicable conditions

7.2.2 Example

7.3 nonparametric test of two independent samples and paired samples

7.3. 1 Applicable conditions

7.3.2 Example: Nonparametric Test of Two Independent Samples

7.3.3 Example: nonparametric test of two paired samples

7.4 nonparametric test of multiple independent samples and paired samples

7.4. 1 Applicable conditions

7.4.2 Example: nonparametric test of multiple independent samples

7.4.3 Example: nonparametric test of multiple pairs of samples

Advanced statistical articles

Chapter VIII Factor Analysis

8. 1 Overview

8. 1. 1 Basic model of factor analysis

8. 1.2 Basic concepts commonly used in factor analysis

8. 1.3 basic principle of factor analysis

……

Chapter 9 Cluster Analysis

10 chapter discriminant analysis

Chapter 1 1 Time Series Analysis

1 1. 1 Overview

1 1.2 Establish a time series trend model.

Seasonal variation analysis of 1 1.3 time series

1 1.4 exponential smoothing method

1 1.5 arima model

Comprehensive application article

12 chapter statistics and analysis examples in education management

12. 1 case background

12.2 data collection and cleaning

12.3 data preprocessing

12.4 descriptive analysis of academic performance

12.5 Discussion on Influencing Factors of Academic Performance

12.6 writing and demonstration of data analysis report

13 chapter statistics and analysis examples in e-commerce management

13. 1 case background

13.2 data collection and pretreatment

13.3 customer analysis

13.4 sales data analysis

13.5 writing and demonstration of data analysis report

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