General Course Information |
| Syllabus | Outcomes | Homework Solutions (.pdf) | DataCamp Labs |
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Unit #1 |
Activities |
Assignments |
Lab Files |
Online Tools |
Homework |
Old R Code |
Readings |
Videos |
1 Randomization-based inference
(R notebook, .Rmd) |
(old assignment; do the lab --->) |
Lab #1 | Report |
Coin toss, Statkey, 2x2 table |
SATS-36 survey
| Activity | Assignment |
ThisIsStats | $$$ | ISRS 2.1-2.2, 2.4 |
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2 Probability basics
(R notebook, .Rmd) |
2 Tricky, ice cream |
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Probability Calculator
Counting rules |
Online homework |
Activity code | Tricky Code |
ISRS: A.1-A.1.5 | ItP 3.1, 3.2 |
Khan | Youtube
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| 3 Counting techniques |
3 Buses, Nurse Gilbert
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Lab #2 | Template |
Counting rules calculator
Hypergeometric calculator |
Online solutions |
Activity code |
Counting rules |
Khan
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| 4 Conditional probability |
4 Infection, practice |
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Bayes' rule calculator |
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OIS 2.2.7 | Bayes Thm |
Khan
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| 5 Independence |
5 Satellite, shipyard |
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Calculator guide |
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ISRS: A.1.6-A.2.6 | ItP 4.1 | Roulette |
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| 6 Discrete random variables |
6 Bayes, E[x], Var[x] |
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Activity code |
ISRS: A.3 | ItP 6.1-6.3 |
Khan
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| 7 Binomial & Sign tests |
7 Exam Practice |
Lab #3 | Template |
Binomial calculator
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| Activity code |
OIS 3.4-3.4.1 | Stattrek | ItP 5.1 |
Khan
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Unit #2 |
Activities |
Assignments |
Lab Files |
Online Tools |
Homework |
R Code |
Readings |
Videos |
| 8 Discrete distributions |
8 Coaches, Tests, Practice |
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Hypergeometric | NegBin |
Poisson | Geometric Applets |
Online homework
| Activity | Assignment |
OIS 3.5 | Stattrek | ItP 5.1 |
Khan |
| 9 Continuous random variables |
9a Robot | 9b Battery |
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Probability dist. explorer |
Online solutions
| Activity code |
OIS 2.5 | ItP 2.2, 6.3 |
Khan |
| 10 Continuous distributions |
10 Fishing |
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Distribution Calculator |
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Activity code |
StatLect | UAH | ItP 5.2 |
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| 11 Normal distribution |
11 Normal practice |
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Normal applet #1, #2 | Z-table |
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Activity code |
ISRS 2.6 | ItP 5.2 |
Khan |
| 12 Visual and statistical summaries |
12 Derive mean and median |
Lab #4 | Template |
ggplot2 applet | Introduction |
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Activity | dplyr code
geyser.csv | Babynames |
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 | candy |
Lab #5 | Template |
Sampling distribution applet |
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Activity code | Part 2
Lego.R
| ISRS 2.5, 2.7 | OIS 4.1, 4.4 |
Khan |
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Unit #3 |
Activities |
Assignments |
Lab Files |
Online Tools |
Homework |
R Code |
Readings |
Videos |
| 15 Interval estimation |
15 Bootstrap intervals |
Lab #6 | Template |
t applet #1, #2 | t-table |
Online homework |
Activity | Assignment |
ISRS 2.8, 3.1-3.1.2 | OIS 4.2 |
Khan |
| 16 Hypothesis testing |
16 Hypothesis test practice |
|
CI calculator | Bootstrap | Prop
CI Calculator #2 |
Online solutions
| Activity code | ACT.txt |
ISRS 2.3, 3.1.3-3.1.4, 4.1 |
Khan | 2 |
| 17 Two means tests |
17 Concept Quiz |
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Doctors | Smiles data | Smiles 2 |
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Saber tooth curriculum? |
Khan |
| 18 2+ group comparisons |
18 2-group comparisons |
Lab #7 | Template |
Randomization #1 | #2 | t-test |
CAOS test |
Activity code | Boot median |
ISRS 4.3-4.4, 3.2 |
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| 19 Matched-pairs, ANOVA, BEST, E.S. |
final example |
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Boot. CI | BEST | Matched Pairs
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SATS-36 survey
| R code | bball | bball2.txt | marriage.txt | hourstudy.txt | hsBEST.txt
| ISRS 4.2 |
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