Model Diagnostics and Remedial Measures
Completed by Bridget Torres
December 14, 2025
19 hours (approximately)
Bridget Torres'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: Statistical Modeling
- Category: Statistical Methods
- Category: Scatter Plots
- Category: Statistical Hypothesis Testing
- Category: Statistical Inference
- Category: Probability Distribution
- Category: Correlation Analysis
- Category: Data Transformation
- Category: Regression Analysis
- Category: Plot (Graphics)
- Category: Verification And Validation
- Category: Statistical Analysis
