====== chi square test ======
# read the data
df <- read.csv("https://goo.gl/j6lRXD")
# summarize data to table
table(df$treatment, df$improvement)
improved not-improved
not-treated 26 29
treated 35 15
# Chi-sq test
chi <- chisq.test(df$treatment, df$improvement, correct=FALSE)
chi
Pearson's Chi-squared test
data: df$treatment and df$improvement
X-squared = 5.5569, df = 1, p-value = 0.01841
> summary(chi)
Length Class Mode
statistic 1 -none- numeric
parameter 1 -none- numeric
p.value 1 -none- numeric
method 1 -none- character
data.name 1 -none- character
observed 4 table numeric
expected 4 -none- numeric
residuals 4 table numeric
stdres 4 table numeric
>
round(chi$expected,2)
df$improvement
df$treatment improved not-improved
not-treated 31.95 23.05
treated 29.05 20.95
round(chi$observed,2)
df$improvement
df$treatment improved not-improved
not-treated 26 29
treated 35 15
Do chi-square test as explained in [[:chi-square test]] explanation.
{{tag> statistics r "chi-square test"}}