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
RBloggers
R for Data Science
Tidyverse.org
DataCamp 
1. randomization & inference
notebook  .Rmd 
SAT36 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 2.12.2, 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.1A.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.1.6A.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 6.16.3 
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 3.43.4.1
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) ztable 
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) tdistribution
(StatTrek) tdistribution #2
(old school) ttable 
practice exercises
practice solutions X
old activity code
old assignment code 
video: OpenIntro 4.2
videos: khan
read: ISRS 2.8, 3.13.1.2
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, 3.1.33.1.4, 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) 
2group comparison
lab 7  template 
(RC) ttest
(SK) randomization test
(RC) randomization test 
old activity code
medianbootstrap.R 
video: OpenIntro 5.4
read: ISRS 4.34.4, 3.2 
19. matchedpairs, 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 