WEEK |
DATE |
TOPIC |
PREPARE |
MATERIALS |
DUE |
|---|---|---|---|---|---|
| 1 | Tue, Aug 27 | Welcome! |
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| Thu, Aug 29 | Getting started |
π ims: Ch 1 |
Getting to know you @ 3PM |
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| Fri, Aug 30 | Lab 1: Hello |
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| 2 | Tue, Sep 3 | Numerical data and study design |
π ims: Ch 2 |
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| Thu, Sep 5 | Categorical data |
π ims: Ch 4 |
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| Fri, Sep 6 | Lab 2: data |
π ims: Ch 3 |
Lab 1 @ 8AM |
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| 3 | Tue, Sep 10 | Checkpoint: exploratory data analysis |
π ims: Ch 5 |
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| Thu, Sep 12 | Simple linear regression |
π ims: Ch 7 |
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| Fri, Sep 13 | Lab 3: exploratory data analysis |
π ims: Ch 6 |
Lab 2 @ 8AM |
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| 4 | Tue, Sep 17 | Multiple linear regression |
π ims: Ch 8.1 - 8.2 |
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| Thu, Sep 19 | \(R^2\) |
π ims: Ch 8.3 - 8.4 |
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| Fri, Sep 20 | Lab 4: regression |
Lab 3 @ 8AM |
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| 5 | Tue, Sep 24 | Model selection |
π ims: Ch 8.4 - 8.5 |
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| Thu, Sep 26 | Model selection |
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| Fri, Sep 27 | Lab: exam review |
Lab 4 @ 8AM |
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| 6 | Tue, Oct 1 | In-class Exam 1 |
Practice exams (Canvas) |
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| Thu, Oct 3 | No lecture |
Take-home Exam 1 @ 5PM |
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| Fri, Oct 4 | No lab |
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| 7 | Tue, Oct 8 | Logistic Regression 1 |
π ims: Ch 9 |
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| Thu, Oct 10 | Logistic Regression 2 |
π ims: Ch 9 |
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| Fri, Oct 11 | No lab |
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| 8 | Tue, Oct 15 | No lecture |
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| Thu, Oct 17 | Introduction to statistics |
π ims: Ch 12 |
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| Fri, Oct 18 | Lab 5: confidence intervals |
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| 9 | Tue, Oct 22 | Interval estimation 2 |
π ims: Ch 12 |
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| Thu, Oct 24 | Hypothesis testing 1 |
π ims: Ch 11 |
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| Fri, Oct 25 | Lab 6: hypothesis testing |
Lab 5 @ 8AM |
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| 10 | Tue, Oct 29 | Hypothesis testing 2 |
π ims: Ch 11 |
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| Thu, Oct 31 | Hypothesis testing recap |
π ims: Ch 13 |
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| Fri, Nov 1 | Lab 7: statistical inference overview |
Lab 6 @ 8AM |
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| 11 | Tue, Nov 5 | Inference for one proportion |
π ims: Ch 16 |
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| Thu, Nov 7 | Inference for mathematical models |
π ims: Ch 13 |
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| Fri, Nov 8 | Lab: exam review |
Lab 7 @ 8AM |
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| 12 | Tue, Nov 12 | In-class Exam 2 |
Practice exams (Canvas) |
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| Thu, Nov 14 | No lecture |
Take-home Exam 2 @ 5PM |
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| Fri, Nov 15 | No lab |
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| 13 | Tue, Nov 19 | Inference for one mean |
π ims: Chp 19 |
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| Thu, Nov 21 | The t-test for one mean |
π ims: Chp 19 |
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| Fri, Nov 22 | (project work period) |
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| 14 | Tue, Nov 26 | Probability potpourri, or, |
The birthday problem |
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| Thu, Nov 28 | No lecture |
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| Fri, Nov 29 | No lab |
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| 15 | Tue, Dec 3 | Inference for two means |
π ims: Chp 20 |
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| Thu, Dec 5 | Project tips |
π fdv: Chp 29 |
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| Fri, Dec 6 | (project work period) |
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| 16 | Sun, Dec 15 | No meeting |
STA 101 Data Analysis and Statistical Inference
Below is a prospective outline for the course, but things may change with advanced notice: