STAT 313: Applied Experimental Design and Regression Models

This page contains an outline of the topics, content, and assignments for the quarter. Note that this schedule will be updated as the quarter progresses, with all changes documented here.

Week Date Topic Prepare Lecture Slides Activity Lab Critique Project
0 Sun, March 31 Welcome to Stat 313 Course Set-up 📖
1 Mon, March 31 (no class) Course Structure & Statistics Review 📖
Wed, April 2 Introduction to Data 🖥

🎥

📋

💻
Due April 7
Lab 1 Feedback

Lab 1 Solutions

2 Mon, April 7 Visualizing & Summarizing Numerical Variables 📖 🖥 📋
Wed, April 9 Exploring Flight Delays 🖥 💻
Due April 14
Lab 2 Feedback
3 Mon, April 14 Incorporating Categorical Variables 📖 🖥
Wed, April 16 Ethics & Categorical Variables 🖥 💻
Due April 21
Lab 3 Feedback
Statistical Critique 1 📖 Reading a Research Paper Pt. 1
4 Mon, April 21 Introduction to Linear Regression 📖 🖥 Statistical Critique 1 Due

Statistical Critique 1 Feedback
Reading a Research Paper Pt. 1 Due
Wed, April 23 The Ugly History of Linear Regression 🖥 💻
Due April 28
Lab 4 Feedback

📁 Midterm Project Proposal

📖 Reading a Research Paper Pt. 2

5 Mon, April 28 Introduction to Multiple Linear Regression 📖 🖥 📋 Midterm Project Proposal Due
Wed, April 30 Work Day – Coding a Multiple Linear Regression 🖥 📋 Reading a Research Paper Pt. 2 Due
Sun, May 4

Midterm Project First Draft Due

Gradin Rubric:

Feedback: 📣

6 Mon, May 5 Variable Selection in Multiple Linear Regression 📖 🖥 📋
Wed, May 7 Sampling Variability 📖 🖥 📋 💻
Due May 12
Lab 6 Feedback
Sun, May 11 Midterm Project Final Version Due
7 Mon, May 12 Confidence Intervals 🖥
Wed, May 14 p-values & Hypothesis Tests 📖 🖥 📋 💻
Due May 19
Lab 7 Feedback
✍ Statistical Critique 2
8 Mon, May 19 Simulation-based Methods vs. Theory-based Methods 🖥 Statistical Critique 2 Due
Wed, May 21 One-Way Analysis of Variance 📖 🖥 💻
Due May 26
Lab 8 Feedback
9

Mon, May 26

No Class, School Holiday


Tues, May 27

Classes follow a Monday Schedule

Inference for OWA 🖥 Assessing Independence: 📋 📁 Final Project Instructions
Wed, May 28 Work Day – Coding a OWA
Sun, June 2 Final Project First Draft Due
Grading Rubric:
10 Mon, June 2 Two-Way ANOVA Models 📖 🖥
Wed, June 4 Last Day of STAT 313 🖥 What should not be in your project: 📋
Sun, June 8 Final Project Final Version Due Grading Rubric:
Finals Week STAT 313-01 & 02

Poster Presentations

Saturday, June 7, time TBD

Presentation Instructions