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| Section | Objectives |
|---|---|
| Topic 1: Data Preparation and Import | - Understanding data formats and variable types - Importing data into IBM SPSS Statistics |
| Topic 2: Data Visualization and Output Interpretation | - Creating charts and graphs in SPSS - Interpreting SPSS output tables |
| Topic 3: Data Management | - Data cleaning and transformation - Handling missing values and recoding variables |
| Topic 4: Descriptive Statistics | - Measures of central tendency and dispersion - Frequency distributions and cross-tabulations |
| Topic 5: Statistical Analysis Fundamentals | - Common statistical tests in SPSS - Basic hypothesis testing concepts |
Which interpretation is correct for the independent Samples T-Test table shown below?
Which Pivoting Tray corresponds to the illustrated cross tabulation?

Which interpretation is correct for this Regression Coefficients table?
For a variable salary we have the statistics as shown in the figure below.
The reported Mean is incorrect because a value, -9999, is included in its calculation. How can this situation be fixed?
Which chart type is appropriate for viewing the association between two scale variables?
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