Model Diagnostics and Remedial Measures
Completed by Sebastian Laufs
December 14, 2025
19 hours (approximately)
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What you will learn
Describe the assumptions of the linear regression models.
Use diagnostic plots to detect violations of the assumptions of a linear regression model.
Perform variable selections and model validations.
Skills you will gain
- Category: Statistical Analysis
- Category: Statistical Methods
- Category: Statistical Hypothesis Testing
- Category: Statistical Inference
- Category: Verification And Validation
- Category: Data Transformation
- Category: Regression Analysis
- Category: Probability Distribution
- Category: Plot (Graphics)
- Category: Feature Engineering
- Category: Model Evaluation
- Category: Time Series Analysis and Forecasting
