| WEEK | DATE | TOPIC | PREPARE | MATERIALS | DUE |
|---|---|---|---|---|---|
| 1 | Mon, Aug 28 | Welcome to STA 101! |
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| Wed, Aug 30 | Hello data |
π ims: Chp 1 |
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| Fri, Sep 1 | Lab 1: Hello R! |
β¨οΈ lab-1 |
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| 2 | Mon, Sep 4 | βοΈ Labor Day - No lecture |
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| Wed, Sep 6 | Study design |
π ims: Chp 2 |
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| Thu, Sep 7 | β Lab 1 at 5 pm |
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| Fri, Sep 8 | Lab 2: Hello data! |
π ims: Chp 3 |
β¨οΈ lab-2 |
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| 3 | Mon, Sep 11 | Exploring categorical data |
π ims: Chp 4 |
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| Wed, Sep 13 | Exploring numerical data |
π ims: Chp 5 |
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| Thu, Sep 14 | β Lab 2 at 5 pm |
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| Fri, Sep 15 | Lab 3: Exploratory data analysis |
π ims: Chp 6 |
β¨οΈ lab-3 |
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| 4 | Mon, Sep 18 | Regression with a single predictor I |
π ims: Chp 7.1 - 7.2 |
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| Wed, Sep 20 | No class |
π ims: Chp 7.2 - 7.4 |
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| Thu, Sep 21 | β Lab 3 at 5 pm |
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| Fri, Sep 22 | Lab 4: Regression |
β¨οΈ lab-4 |
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| 5 | Mon, Sep 25 | Regression with multiple predictors |
π ims: Chp 8.1 - 8.3 |
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| Wed, Sep 27 | Model selection |
π ims: Chp 8.4 - 8.5 |
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| Thu, Sep 28 | β Lab 4 at 5 pm |
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| Fri, Sep 29 | Exam 1 Review |
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| 6 | Mon, Oct 2 | Regression overview |
π₯οΈ slides |
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| Wed, Oct 4 | Exam 1 - In class |
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| Fri, Oct 6 | No lab: Work on Exam 1 - Take home |
Exam 1 - Take home + Tutorials at 5 pm |
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| 7 | Mon, Oct 9 | Logistic regression I |
π ims: Chp 9.1 - 9.2 |
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| Wed, Oct 11 | Logistic regression II |
π ims: Chp 9.3 - 9.5 |
π₯οΈ slides |
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| Fri, Oct 13 | Project 1 workday |
π Project 1 at 5 pm |
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| 8 | Mon, Oct 16 | π Fall Break - No lecture |
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| Wed, Oct 18 | Hypothesis testing with randomization |
π ims: Chp 11 |
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| Fri, Oct 20 | Lab 5: Hypothesis testing |
β¨οΈ lab-5 |
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| 9 | Mon, Oct 23 | Confidence intervals with bootstrapping |
π ims: Chp 12 |
π₯οΈ slides |
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| Wed, Oct 25 | Decision errors |
π ims: Chp 14 |
π₯οΈ slides |
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| Thu, Oct 26 | β Lab 5 at 5 pm |
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| Fri, Oct 27 | Lab 6: Foundations of inference |
β¨οΈ lab-6 |
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| 10 | Mon, Oct 30 | Inference with mathematical models |
π ims: Chp 13 |
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| Wed, Nov 1 | Zoom lecture: |
π ims: Chp 16 |
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| Thu, Nov 2 | β Lab 6 at 5 pm |
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| Fri, Nov 3 | Lab 7: Inference for proportions |
β¨οΈ lab-7 |
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| 11 | Mon, Nov 6 | Inference for comparing two proportions |
π ims: Chp 17 |
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| Wed, Nov 8 | Inference for two-way tables |
π ims: Chp 18 |
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| Thu, Nov 9 | β Lab 7 at 5 pm |
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| Fri, Nov 10 | Exam 2 Review |
π» tutorial: 05-infer-04 |
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| 12 | Mon, Nov 13 | Overview: Inference for proportions |
π ims: Chp 23.1 |
π₯οΈ slides |
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| Wed, Nov 15 | Exam 2 - In class |
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| Fri, Nov 17 | No lab: Work on Exam 2 - Take home |
Exam 2 - Take home + Tutorials at 5 pm |
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| 13 | Mon, Nov 20 | Inference for a single mean |
π ims: Chp 19 |
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| Wed, Nov 22 | π¦ Thanksgiving Break - No lecture |
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| Fri, Nov 24 | π¦ Thanksgiving Break - No lab |
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| 14 | Mon, Nov 27 | Inference for comparing two independent means |
π ims: Chp 20 |
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| Wed, Nov 29 | Inference for comparing two paired + more means |
π ims: Chp 21 |
π₯οΈ slides |
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| Fri, Dec 1 | Project proposal conversation |
β¨οΈ lab-8 [Optional] |
π Project 2 proposal conversation |
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| 15 | Mon, Dec 4 | Ethics |
π₯οΈ slides |
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| Wed, Dec 6 | Telling a (data) story |
π fdv: Chp 29 |
π₯οΈ slides |
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| Thu, Dec 7 | β Lab 8 at 5 pm |
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| Fri, Dec 8 | Project 2 peer review |
π Project 2 peer review |
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| 16 | Thu, Dec 14 | π Project 2 at 2 pm |
STA 101: Data Analysis and Statistical Inference
This page contains an outline of the topics, content, and assignments for the semester. Note that this schedule will be updated as the semester progresses and the timeline of topics and assignments might be updated throughout the semester.