| WEEK | DATE | TOPIC | PREPARE | MATERIALS | DUE |
|---|---|---|---|---|---|
| 1 | Wed, May 15 | Welcome to STA 101! |
π Welcome slides |
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| Thu, May 16 | Hello data |
π ims: Chp 1 |
π notes |
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| Thu, May 16 | Lab 1: Hello R! |
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| Fri, May 17 | Study design |
π ims: Chp 2 |
π notes |
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| Sun, May 19 | β Lab 1 at 11:59 pm |
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| 2 | Mon, May 20 | Lab 2: Hello data! |
π ims: Chp 3 |
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| Mon, May 20 | Exploring categorical data |
π ims: Chp 4 |
π notes |
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| Tue, May 21 | Exploring numerical data |
π ims: Chp 5 |
π notes |
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| Wed, May 22 | Regression with a single predictor I |
π ims: Chp 7.1 - 7.2 |
β Lab 2 at 11:59 pm |
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| Thu, May 23 | Lab 3: Exploratory data analysis |
π ims: Chp 6 |
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| Thu, May 23 | Regression with a single predictor II |
π ims: Chp 7.2 - 7.4 |
π notes |
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| Fri, May 24 | Regression with multiple predictors |
π ims: Chp 8.1 - 8.3 |
πnotes |
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| 3 | Mon, May 27 | Memorial Day- No classes |
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| Tue, May 28 | Model selection |
π ims: Chp 8.4 - 8.5 |
π Project Proposal at 11:59 pm |
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| Wed, May 29 | Model selection (cont.) |
π ims: Chp 8.4 - 8.5 |
π notes |
β Lab 3 at 11:59 pm |
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| Thu, May 30 | Lab 4: Regression |
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| Thu, May 30 | Logistic regression |
π ims: Chp 9.1 - 9.2 |
πnotes |
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| Fri, May 31 | Hypothesis testing with randomization |
π ims: Chp 11 |
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| Sun, Jun 2 | β Lab 4 at 11:59 pm |
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| 4 | Mon, Jun 3 | Hypothesis testing with randomization |
πnotes (hyp. test) |
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| Mon, Jun 3 | Lab 5: Hypothesis testing |
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| Tue, Jun 4 | Catch-up day |
πnotes (hyp. test) |
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| Wed, Jun 5 | Confidence intervals with bootstrapping + Ethics |
π ims: Chp 12 |
π notes CI |
β Lab 5 at 11:59 pm |
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| Thu, Jun 6 | Exam 1 Review |
π exam review |
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| Fri, Jun 7 | Exam - In class |
β¬οΈ Canvas (takehome) |
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| Sun, Jun 9 | Exam - Take home at 11:59 pm |
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| 5 | Mon, Jun 10 | Inference with mathematical models |
π ims: Chp 13 |
π notes |
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| Mon, Jun 10 | Lab 6: Ethics + Project update (Intro + EDA) |
π» lab-6 |
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| Tue, Jun 11 | More on CLT + Decision errors |
π ims: Chp 13 |
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| Wed, Jun 12 | Inference for a single proportion |
π ims: Chp 16 |
π notes |
β
Lab 6 at 11:59 pm |
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| Thu, Jun 13 | Lab 7: Foundations of inference + Peer review |
π» lab-7 |
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| Thu, Jun 13 | Inference for comparing two proportions |
π ims: Chp 17 |
π notes |
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| Fri, Jun 14 | Inference for two-way tables |
π ims: Chp 18 |
πnotes |
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| Sun, Jun 16 | β
Lab 7 at 11:59 pm |
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| 6 | Mon, Jun 17 | Lab 8: Inference for proportions |
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| Mon, Jun 17 | Mathematical models for proportions |
π [ims: Chp 16](https://openintro-ims2.netlify.app/16-inference-one-prop |
π notes |
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| Tue, Jun 18 | Inference for a single mean |
π ims: Chp 19 |
π notes |
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| Wed, Jun 19 | Juneteenth - No classes |
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| Thu, Jun 20 | Inference for comparing two means |
π ims: Chp 20 |
π notes |
β Lab 8 at 11:59 pm |
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| Thu, Jun 20 | Lab 9: Inference for means (Optional) |
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| Fri, Jun 21 | Catch-up day / Project work day |
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| Sun, Jun 23 | β Lab 9 (Optional) at 11:59 pm |
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| 7 | Mon, Jun 24 | Project presentations |
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| Tue, Jun 25 | Reading period |
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| Wed, Jun 26 | π Project at 11:59 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.
Acknowledgement
Thank you Dr. Mine Γetinkaya-Rundel for class material and help preparing the course and setting up this website.