Tech_Interview_Prep

Regression Analysis

Modeling a relationship between variables — linear regression's assumptions, and what R² does and doesn't tell you.

Q1.In simple linear regression, what does the slope coefficient represent?

Q2.What does R² (coefficient of determination) measure?

Q3.What is multicollinearity in a regression context?

Q4.Why would you use logistic regression instead of linear regression for a binary outcome (e.g. churn: yes/no)?