Model Diagnostics and Remedial Measures
Completed by Luz Ospina
April 21, 2025
19 hours (approximately)
Luz Ospina's account is verified. Coursera certifies their successful completion of Model Diagnostics and Remedial Measures
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: Model Evaluation
- Category: Plot (Graphics)
- Category: Verification And Validation
- Category: Data Transformation
- Category: Statistical Methods
- Category: Regression Analysis
- Category: Correlation Analysis
- Category: Statistical Analysis
- Category: Feature Engineering
- Category: Time Series Analysis and Forecasting
- Category: Statistical Inference
- Category: Statistical Hypothesis Testing
