This is an intermediate level course designed to introduce students to advance techniques used in data analysis and database management. Focus is placed on the use of scripts, the appropriate use of parametric and nonparametric tests, regression analysis and Decision Trees. The incorporation of these techniques will provide the tools necessary to perform sophisticated analysis and management of data.
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We provide computers to use during class. This course is available on PC only.
Corporate training available
What You'll Learn
- Non parametric test
- Regression analysis
- Decision tree
Full Course SyllabusDownload PDF Outline
Creating syntax file:
- Through GUI
- Command line
- Importing and modifying syntax files
Non parametric test
- Testing for skewness
- One sample Wilcoxon signed rank test
- Paired sample Wilcoxon signed rank test
- Kruskal-Wallis H-test
- Linear regression (linear)
- Linear regression (curvilinear)
- Multiple regressions with dummy variables