Modern Regression Analysis in R
Completed by Anwesh Bharadwaj
April 25, 2025
45 hours (approximately)
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What you will learn
Articulate some recommended practices for ethical behavior and communication in statistics and data science.
Interpret important components of the MLR model, including the “systematic” and “random” components of the model.
Describe and implement testing-based procedures for model selections and select a “best” model based on a given procedure.
Skills you will gain
- Category: Correlation Analysis
- Category: Predictive Analytics
- Category: Statistical Hypothesis Testing
- Category: Regression Analysis
- Category: Statistical Analysis
- Category: Plot (Graphics)
- Category: Predictive Modeling
- Category: Statistical Inference
- Category: Data Ethics
- Category: Model Evaluation
- Category: Data Science
- Category: Statistical Modeling
