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Course Outline
Database Preparation for Analysis
- Data collection management
- Variable operations
- Transforming selected variables using functions (e.g., logarithmic, exponential)
Parametric and Nonparametric Statistics: Fitting Models to Data
- Measurement scales
- Types of distribution
- Outliers and influential observations
- Sample size considerations
- The Central Limit Theorem
Examining Differences in Statistical Characteristics
- Tests based on means and medians
Analysis of Correlation and Similarity
- Correlations
- Principal Component Analysis
- Cluster Analysis
Prediction: Single and Multivariate Regression Analysis
- Least squares method
- Linear Models
- Instrumental variable regression models (dummy, effect, orthogonal coding)
Statistical Inference
Requirements
Prior knowledge of SPSS and fundamental statistical concepts is required. Participants must have completed the SPSS Statistics Predictive Analytics Software training.
28 Hours
Custom Corporate Training
Training solutions designed exclusively for businesses.
- Customized Content: We adapt the syllabus and practical exercises to the real goals and needs of your project.
- Flexible Schedule: Dates and times adapted to your team's agenda.
- Format: Online (live), In-company (at your offices), or Hybrid.
Price per private group, online live training, starting from 5200 € + VAT*
Contact us for an exact quote and to hear our latest promotions
Testimonials (3)
knowledge of the trainer, tailor based, all topics covered
eleni - EUAA
Course - Forecasting with R
The variation with exercise and showing.
Ida Sjoberg - Swedish National Debt Office
Course - Econometrics: Eviews and Risk Simulator
The real life applications using Statcan and CER as examples.
