Model Diagnostics and Remedial Measures
Completed by Eric Thompson
November 6, 2024
19 hours (approximately)
Eric Thompson'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: Model Evaluation
- Category: Time Series Analysis and Forecasting
- Category: Statistical Inference
- Category: Regression Analysis
- Category: Statistical Methods
- Category: Statistical Hypothesis Testing
- Category: Scatter Plots
- Category: Feature Engineering
- Category: Correlation Analysis
- Category: Probability Distribution
- Category: Statistical Analysis
