Model Diagnostics and Remedial Measures
Completed by SAMIK SARKAR
July 5, 2025
19 hours (approximately)
SAMIK SARKAR'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 Inference
- Category: Statistical Methods
- Category: Statistical Hypothesis Testing
- Category: Scatter Plots
- Category: Model Evaluation
- Category: Time Series Analysis and Forecasting
- Category: Feature Engineering
- Category: Verification And Validation
- Category: Correlation Analysis
- Category: Probability Distribution
- Category: Plot (Graphics)
- Category: Statistical Analysis
