Details
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 test, regression analysis and Decision Trees. The incorporation of these techniques will provide the tools necessary to perform sophisticated analysis and management of data.
Students will be able to create and run scripts.
Students will appropriately use parametric and nonparametric test.
Students will be able to perform a Two-way ANOVA and repeated measure ANOVA.
Students will be able to perform linear and multiple regression analysis.
Students will be able to generate a decision tree.
Outline
Scripts
Creating syntax file:
Through GUI
Command line
Importing and modifying syntax files
Non parametric test
Testing for skewness
One sample Wilcoxon signed rank test
Mann-Whitney
Paired sample Wilcoxon signed rank test
Kruskal-Wallis H-test
Bootstrapping
Regression analysis
Linear regression (linear)
Linear regression (curvilinear)
Multiple regressions with dummy variables
2 Way ANOVA
Repeated measure ANOVA
Decision Tree
We have been training the college professors and IT department heads at all the State University of New York City Colleges and Institutions, along with corporations and individuals, for many years. Call or email us to experience what good computer training in New York City is all about. We have hundreds of satisfied clients who are willing to provide referrals. We would like to make you one of those clients.
We offer both customized Corporate Training and Group Classes. Since 1998, we have trained thousands in the New York Metro area, along with hundreds of international clients. We are serious about delivering the most practical, focused computer training around New York and beyond.
Why is NYIM the Highest Rated Excel Training in NYC?
- The most practical and hands-on training
- State-of-the-art curriculum refined by industry experts
- Interactive lessons taught by world-class instructors
- Personalized attention in small classroom sizes
- Revolutionary video suite with premium content (selected courses)
- Custom in-depth manuals and shortcut sheets
For more information about individual or corporate training, please contact us at (212) 658-1918 or [email protected].
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