Model Diagnostics and Remedial Measures
Completed by Phat Nguyen
January 29, 2025
19 hours (approximately)
Phat Nguyen'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 Hypothesis Testing
- Category: Statistical Inference
- Category: Model Evaluation
- Category: Time Series Analysis and Forecasting
- Category: Feature Engineering
- Category: Statistical Methods
- Category: Data Transformation
- Category: Plot (Graphics)
- Category: Verification And Validation
- Category: Regression Analysis
- Category: Scatter Plots
- Category: Statistical Modeling
