STAT 300: Probability & Statistics
Activities Assignments Online Tools Examples Resources
0. syllabus SLOs Download R | RStudio
(SK) apps | (RC) apps
textbook solutions
practice exercises
practice solutions
OpenIntro Textbooks
R for Data Science
1. randomization & inference
notebook | .Rmd
SAT-36 survey
Lab 1 | Report
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
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 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
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
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
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
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
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
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
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
video: OpenIntro 5.2
read: ISRS 4.2
End of Unit #3