Modern Regression Analysis in R
Completed by Bin Lin
March 19, 2024
45 hours (approximately)
Bin Lin's account is verified. Coursera certifies their successful completion of Modern Regression Analysis in R
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: Statistical Hypothesis Testing
- Category: Probability & Statistics
- Category: Predictive Analytics
- Category: Statistical Methods
- Category: Model Evaluation
- Category: Plot (Graphics)
- Category: Regression Analysis
- Category: R Programming
- Category: Statistical Modeling
- Category: Correlation Analysis
- Category: Statistical Inference
- Category: Predictive Modeling
