Learn SPSS in 45 Minutes

This tutorial provides a complete course about data analytics using SPSS. The following is the PDF used in this tutorial:

0:00 - Requirement and outcome of this tutorial
2:17 - Definitions and examples of Nominal, Ordinal, Scale in SPSS (different measures in SPSS)
3:49 - Definitions of Categorical and Continuous data
4:52 - Difference between mean comparisons and linear regressions
5:55 - How to choose between one sample t-test, paired sample t-test, Independent sample t-test, One-Way ANOVA, and Two-Way ANOVA
7:33 - Definition and example of one sample t-test
7:53 - Null and alternative hypothesis for one sample t-test (Hypothesis statement Examples)
8:39 - Detailed steps of doing one sample t-test in SPSS
10:24 - Interpretation, hypothesis test, and report writing for SPSS one sample t-test output
11:24 - Difference between paired sample t-test and one sample t-test
11:43 - Definition and examples of paired sample t-test
12:36 - Null and alternative hypothesis for paired sample t-test (Example)
12:55 - Detailed steps of doing paired sample t-test in SPSS
14:25 - Hypothesis test and report writing for SPSS paired sample t-test output
15:46 - Difference between paired sample t-test and independent sample t-test (two sample t-test)
16:26 - Definition and example of Independent sample t-test (two sample t-test)
17:15 - Null and alternative hypothesis for Independent sample t-test (Hypothesis Examples)
17:38 - Detailed steps of doing Independent sample t-test in SPSS
17:55 - Dummy coding example in SPSS
19:24 - Hypothesis test and report writing for Independent sample t-test in SPSS
21:10 - Difference between one-way ANOVA and t-test (paired and independent sample t-test)
21:35 - Definition and examples of one-way ANOVA
22:41 - Null and alternative hypothesis for One-Way ANOVA (Hypothesis Examples)
23:05 - Detailed steps of doing one-way ANOVA in SPSS
24:06 - Hypothesis test and report writing for SPSS one-way ANOVA output
25:00 - Steps of post hoc test for One-way ANOVA in SPSS (Tukey test)
26:02 - How to interpret and report post hoc test for One-way ANOVA in SPSS (Tukey test)
27:04 - The difference between two-way ANOVA and one-way ANOVA (and t-test)
27:29 - Definition and example of two-way ANOVA
28:17 - What is an effect in ANOVA test? An example
29:10 - Null and alternative hypothesis for Two-Way ANOVA (Hypothesis Examples)
29:48 - Steps of two-way ANOVA in SPSS
31:50 - Hypothesis test and report writing for SPSS two-way ANOVA output
32:43 - The meaning of interaction effect in two-way ANOVA
34:11 - Steps of plotting bar chart for Interaction effect in two-way ANOVA (Excel)
36:55 - Data type of IV and DV for linear regression models
37:20 - Definition and example of simple linear regression
37:48 - Null and alternative hypothesis for simple linear regression
38:12 - Steps of simple linear regression in SPSS
38:53 - Interpret SPSS output simple linear regression (Hypothesis testing and report writing)
40:57 - Meaning of regression coefficients in simple linear regression
41:45 - Definition and exmple of multiple linear regression (Difference between simple and multiple linear regression)
42:15 - Null and alternative hypothesis for multiple linear regression
42:30 - Steps of multiple linear regression in SPSS
42:52 - Interpret SPSS linear regression output (Hypothesis testing and meaning of R square in linear regression, and the meaning of regression coefficients)

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Free IBM SPSS Trial:

Data used in this SPSS tutorial (You can click to download):

Disclaimer:
The accuracy and comprehensiveness of this tutorial are not assured. It is advisable to verify independently or seek advice from professionals. The author of this tutorial bears no responsibility or liability for its accuracy and completeness.