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31 - DAB- Data Analytics & Business Intelligience
DAB 102 - Advanced Statistical Techniques using SPSS
| Code | Start Date | Duration | Venue | |
|---|---|---|---|---|
| DAB 102 | 23 December 2024 | 5 Days | Istanbul | Registration Form Link |
| DAB 102 | 06 January 2025 | 5 Days | Istanbul | Registration Form Link |
| DAB 102 | 03 March 2025 | 5 Days | Istanbul | Registration Form Link |
| DAB 102 | 28 April 2025 | 5 Days | Istanbul | Registration Form Link |
| DAB 102 | 23 June 2025 | 5 Days | Istanbul | Registration Form Link |
| DAB 102 | 18 August 2025 | 5 Days | Istanbul | Registration Form Link |
| DAB 102 | 13 October 2025 | 5 Days | Istanbul | Registration Form Link |
| DAB 102 | 08 December 2025 | 5 Days | Istanbul | Registration Form Link |
Course Description
This course emphasizes the advanced statistical techniques used for inferential approaches to the business and social problems and helps the trainee to improve new aspects for the solutions under the significancies provided by SPSS analysing features. The techniques are especially necessary for the experiments(events) that have two or more factors which impact one or more factors of the subject concerned. In real life, the problems have some factors that each has an effect on to the result, either positively or negatively concluded. However, generally their effect is considered as contributed way with all other factors. On the other hand to evalute such an impact onto the result is a complex problem for the managers or researchers. The program will give a remarkable perspective to the trainee to make confident predictions for the solutions about such multivarite problems by some compact practises focused on to the technique.
Course Objectives
- Understanding basics of statistics and reliability analysis
- Being familiar with two-way ANOVA, MANOVA and ANCOVA
- Understanding multiple regression, logistical regression, factor analysis and log-linear analysis.
Who Should Attend?
- Statistical managers
- Data miners or researchers
- Anyone wants to learn more about the statistical practises and using statistical methods
Course Details/Schedule
Day 1
- Review of descriptive statistics and exploratory data analysis
- Introducing to inferential statistics
- Multivariate statistics and analysing techniques in SPSS
Day 2
- Reliability analysis
- One-way Anova
- Two-way Anova
Day 3
- Multiple comparisons in ANOVA
- MANOVA
- ANCOVA
Day 4
- Nonparametric statistics Mann-whitney U test Wilkcoxon signed-ranks test
- Nonparametric statistics Chi-square tests and median test
- Factor analysis
- Log-linear analysis
Day 5
- Multiple regression
- Binomial logistic regression
- Multinominal logistic regression
