Model Diagnostics and Remedial Measures
Completed by Omar Khaled
May 17, 2025
19 hours (approximately)
Omar Khaled'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: Data Transformation
- Category: Probability Distribution
- Category: Statistical Analysis
- Category: Regression Analysis
- Category: Feature Engineering
- Category: Time Series Analysis and Forecasting
- Category: Verification And Validation
- Category: Statistical Modeling
- Category: Plot (Graphics)
- Category: Statistical Methods
- Category: Statistical Hypothesis Testing
- Category: Statistical Inference
