.
| Activities |
Assignments |
Online Tools |
Examples |
Resources |
| 0. syllabus |
SLOs |
Download R | RStudio
(SK) apps | (RC) apps |
textbook solutions
practice exercises
practice solutions |
ThisIsStatistics.org
OpenIntro Textbooks
R-Bloggers
R for Data Science
Tidyverse.org
DataCamp |
1. randomization & inference
 notebook | .Rmd |
SAT-36 survey
Lab 1 | Report
Pandoc.exe?
delete .css line
|
(RC) coin toss app
(RC) 2x2 table app
(SK) randomized proportion |
old assignment
old activity code
old assignment code |
read: ISRS 2.1-2.2, 2.4 |
2. probability fundamentals
notebook | .Rmd |
tricky problems |
probability calculator
combinations / permutations |
counting summary
activity code
tricky.R |
videos: OpenIntro C2
videos: Khan
videos: Youtube
read: ISRS: A.1-A.1.5
read: ItP 3.1, 3.2 |
| 3. counting techniques |
buses, nurse gilbert
lab 2 | template |
hypergeometric calculator |
activity code |
video: khan
read: counting rules |
| 4. conditional probability |
infection, practice |
bayes' rule calculator |
|
video: Khan
read: OIS 2.2.7
read: Bayes Theorem |
| 5. independence |
satellite, shipyard |
|
roulette
calculator guide |
read: ISRS: A.1.6-A.2.6
read: ItP 4.1 |
| 6. discrete random variables |
Bayes, E[x], var[x] |
|
activity code |
video: khan
read: ISRS: A.3
read: ItP 6.1-6.3 |
| 7. binomial and sign tests |
exam practice
lab 3 | template |
binomial calculator
binomial calculator #2
|
activity code |
videos: khan
videos: OpenIntro 3.4
read: OIS 3.4-3.4.1
read: Stattrek
read: ItP 5.1 |
| End of Unit #1 |
| Activities |
Assignments |
Online Tools |
Examples |
Resources |
| 8. discrete distributions |
coaches, tests, practice |
(calc) geometric
(calc) hypergeometric
(calc) negative binomial
(calc) Poisson |
practice exercises
practice solutions
(old) old activity code
old assignment code |
videos: khan
read: OIS 3.5
read: Stattrek
read: ItP 5.1 |
| 9. continuous random variables |
robot
battery |
probability distribution explorer |
old activity code |
videos: khan
read: OIS 2.5
read: ItP 2.2, 6.3 |
| 10. continuous distributions |
fishing |
(calc) probabilities |
old activity code |
read: StatLect
read: UAH
read: ItP 5.2
|
| 11. normal distribution |
practice |
(SK) normal distribution
(RC) normal distribution
(old school) z-table |
old activity code |
videos: OpenIntro 3.4
videos: khan
read: ISRS 2.6
read: ItP 5.2 |
| 12. visual & statistical summaries |
derive mean and median
lab 4 | template |
|
old activity code
dplyr code
geyser.csv
babynames.R |
book: R for Data Science
videos: khan
videos: OpenIntro 3.1, 3.2
read: ISRS sections 1.6 - 1.7 |
| 13. maximum likelihood |
MLE, point estimates |
|
old activity code
Geogebra applet |
video: Youtube examples
video: Youtube concept |
| 14. sampling distributions |
sampling, CLT
lab 5 | template |
sampling distribution app |
old activity code
old code part two
Lego.R |
video: OpenIntro 4.1, 4.4
videos: khan
read: ISRS 2.5, 2.7
read: OIS 4.1, 4.4 |
| | | | |
| End of Unit #2 |
| Activities |
Assignments |
Online Tools |
Examples |
Resources |
| 15. interval estimation |
bootstrap intervals
lab 6 | template |
(SK) t-distribution
(StatTrek) t-distribution #2
(old school) t-table |
practice exercises
practice solutions
X
old activity code
old assignment code |
video: OpenIntro 4.2
videos: khan
read: ISRS 2.8, 3.1-3.1.2
read: OIS 4.2
read: X
read: X |
| 16. hypothesis testing |
NHST practice |
CI calculator
(SK) Bootstrap mean
(SK) Bootstrap proportion
(RC) CI Calculator |
old activity code
ACT.txt |
video: OpenIntro 4.3, 5.1, 5.2
videos: khan #1
videos: khan #2
read: ISRS 2.3, 3.1.3-3.1.4, 4.1 |
| 17. NHST: two means |
concept quiz |
|
doctors.txt
smiles.txt
smiles2.csv |
video: OpenIntro 5.3
videos: khan
read: Sabre tooth curriculum? |
| 18. NHST: two means (part two) |
2-group comparison
lab 7 | template |
(RC) t-test
(SK) randomization test
(RC) randomization test |
old activity code
medianbootstrap.R |
video: OpenIntro 5.4
read: ISRS 4.3-4.4, 3.2 |
19. matched-pairs, ANOVA,
effect sizes, BEST |
CAOS test
SATS 36 survey |
B.E.S.T. app
(SK) bootstrap CI
(RC) matched pairs |
final example
act19.R
bball.txt
bball2.txt
marriage.txt
hoursstudy.txt
hsBEST.txt |
video: OpenIntro 5.2
read: ISRS 4.2 |
| End of Unit #3 |