purpose (to find-out)
- phenomenon (group characteristics)
- reason-result (relationship of factotrs)
- economic, social tendencies(, rules)
- used for predicting future, and helping decision
how
- survey
- experiment
- observation
terms
- unit
- person
- state
- food
- …
- case (record)
- variable
- unit
level of measurement (scale of measure)
- nominal scale : identifying use
- ordinal scale : serial ordering use
- interval scale : scoring use
- ratio scale : ratio use
data
- value’s level
- qualitaive value
- quantitative value
- value’s quantity
- single-meaning value
- multi-meaning values
- value’s level
data, information repository
center tendency
- mean
mean(data) - trimmed mean
mean(data, trim=0.10) - median
median(data) - mode
mode(data)
- mean
dispersion
summary(data)- variance
- standard deviation
sd(data) - range
- coefficient of variation
- quartile deviation
- interquartile range : Q3 - Q1
IQR(data) quantile(data, probs=c(0.25, 0.5, 0.75)) //it's quaNtile, not quaRtile
- variance
continuous data graph
- histogram
a = rnorm(200) hist(a, col="RED") - stem-and-leaf
stem(data) stem(data, scale=2) - box plot
boxplot(data)- five-number-summary -adjacent value
- histogram
web tool