STAT 306

Finding Relationships in Data

Welcome to STAT 306! Below you will find our course resources and the lecture slides used in class.

Note, for a better experience with the mathematical formulae, render them as SVG. You can do this by right-clicking on any of the formulae, go to “Math Settings” -> “Math Rendered” -> SVG.

📝 Practice Exercises

Some practice exercises are available for you to try out. These exercises are designed to help you reinforce your understanding of the course material.

Go to Practice Exercises →

🛝 Class Slides

Credit: Several of the activities and questions in the slides were created by or adapted from Kenny Chiu’s materials.

Relationships between two variables

Intro

Simple Linear Regression

Module 01

Least Squares Estimators

Module 02

Sampling Distributions of Least Squares Estimators

Module 03

Inference for Least Squares Estimators

Module 04

Confidence Intervals for Expected Response & Prediction Intervals

Module 05

SLR: Model Diagnostics and Final Remarks

Module 06

Linear models: vector and matrix formulation

Module 07

Multiple Linear Regression

Module 08

MLR: Properties of Least Squares Estimators

Module 09

MLR: Properties of Residuals and the F-test

Module 10