General Course Information |
| Syllabus | Outcomes | Homework Solutions (.pdf) | DataCamp Labs |
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Unit #1 |
Activities |
Assignments |
Online Tools |
Homework |
R Code |
Examples |
Readings |
Videos |
| 1 Randomization-based inference |
1 Leaning, Golfing, Dolphins |
Coin toss, Statkey, 2x2 table |
SATS-36 survey
| Activity | Assignment |
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ThisIsStats | $$$ | ISRS 2.1-2.2, 2.4 |
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| 2 Probability basics |
2 Tricky, ice cream |
Probability Calculator |
| Activity code |
Counting rules |
ISRS: A.1-A.1.5 |
Khan
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| 3 Counting techniques |
3 Buses, Nurse Gilbert
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Counting rules calculator
Hypergeometric calculator |
| Activity code |
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Counting rules |
Khan
|
| 4 Conditional probability |
4 Infection, practice |
Bayes' rule calculator |
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OIS 2.2.7 | Bayes Thm |
Khan
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| 5 Independence |
5 Satellite, shipyard |
Calculator guide |
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Roulette odds |
ISRS: A.1.6-A.2.6 |
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| 6 Discrete random variables |
6 Bayes, E[x], Var[x] |
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Activity code |
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ISRS: A.3 |
Khan
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| 7 Binomial & Sign tests |
7 Exam Practice |
Binomial calculator
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| Activity code |
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OIS 3.4-3.4.1 | Stattrek |
Khan
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Unit #2 |
Activities |
Assignments |
Online Tools |
Homework |
R Code |
Examples |
Readings |
Videos |
| 8 Discrete distributions |
8 Coaches, Tests, Practice |
Hypergeometric | NegBin |
Poisson | Geometric Applets |
Devore problems
| Activity | Assignment |
Binomial -> Poisson |
OIS 3.5 | Stattrek |
Khan |
| 9 Continuous random variables |
9a Robot | 9b Battery |
Probability dist. explorer |
Devore solutions
| Activity code |
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OIS 2.5 |
Khan |
| 10 Continuous distributions |
10 Fishing |
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Activity code |
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StatLect | UAH |
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| 11 Normal distribution |
11 Normal practice |
Z-table | Calculator |
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Activity code |
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ISRS 2.6 |
Khan |
| 12 Visual and statistical summaries |
12 Derive mean and median |
ggplot2 applet | Introduction |
|
Activity | dplyr code |
Geyser (Stata) | (.csv) |
ISRS sections 1.6 - 1.7 |
Khan |
| 13 Maximum likelihood |
13 Point estimates, MLE |
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Activity code |
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| 14 Sampling distributions |
14 Sampling, CLT |
Sampling distribution applet |
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Activity code | Part 2 |
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ISRS 2.5, 2.7 | OIS 4.1, 4.4 |
Khan |
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Unit #3 |
Activities |
Assignments |
Online Tools |
Homework |
R Code |
Examples |
Readings |
Videos |
| 15 Interval estimation |
15 Bootstrap intervals create |
t-table | Calculator |
Devore problems
| Activity | Assignment |
Std. error of proportion |
ISRS 2.8, 3.1-3.1.2 | OIS 4.2 |
Khan |
| 16 Hypothesis testing |
16 Hypothesis test practice |
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Devore solutions
| Activity code |
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ISRS 2.3, 3.1.3-3.1.4, 4.1 |
Khan | 2 |
| 17 Two means tests |
17 Concept Quiz |
Doctors | Smiles data |
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Saber tooth curriculum? |
Khan |
| 18 2+ group comparisons (t-test, ANOVA) |
18 2-group comparisons |
Randomization applet |
CAOS test |
Activity code |
Examples |
ISRS 4.3-4.4, 3.2 |
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| 19 Dependent samples fix & add ANOVA/Bayesian/randomization |
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SATS-36 survey
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ISRS 4.2 |
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All unit files combined into large .pdf files: Unit 1 | Unit 2 | Unit 3 |
