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 | 🖥 | 💻 |
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| 2 | Mon, April 7 | Visualizing & Summarizing Numerical Variables | 📖 | 🖥 | 📋 | |||
| Wed, April 9 | Exploring Flight Delays | 🖥 | 💻 Due April 14 Lab 2 Feedback |
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| 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 |
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| 5 | Mon, April 28 | Introduction to Multiple Linear Regression | 📖 | 🖥 | 📋 | Midterm Project Proposal Due Reading a Research Paper Pt. 2 Due |
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| Wed, April 30 | Work Day – Coding a Multiple Linear Regression | 🖥 | 📋 | Midterm Project Instructions | ||||
| Sun, May 4 | Midterm Project First Draft Due |
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| 6 | Mon, May 5 | Variable Selection in Multiple Linear Regression | 📖 | 🖥 | 📋 | |||
| Wed, May 7 | Sampling Variability | 🖥 | 📋 | 💻 Due May 12 Lab 6 Feedback |
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| 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 |
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| 8 | Mon, May 19 | Simulation-based Methods vs. Theory-based Methods | 📖 | 🖥 | 📋 | ✍ Statistical Critique 2 | ||
| Wed, May 21 | One-Way Analysis of Variance | 🖥 | 💻 Due May 26 Lab 8 Feedback |
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| 9 | Mon, May 26 No Class, School Holiday |
📖 | Statistical Critique 2 Due | |||||
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: ✅ |
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| 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: ✅ | ||||||
| Poster Presentations | Saturday, June 7 Building 38 Room 122 |
Section 01 from 10:10am to 11:30am | Section 02 from 11:40am to 1:00pm | Presentation Instructions |