TU Wien:Statistik und Wahrscheinlichkeitstheorie UE (Bura)/Übungen 2019W/8.2
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- Two-sample t-test using normal approximation
Messages are frequently sent from a sender to either receiver 1 or receiver 2. For both receivers, several times for the transfer were measured (in seconds) and stored in the file waitingtimes2.Rdata.
- (a) Plot both data sets. Is their distribution approximately bell-shaped?
- (b) Test the null-hypothesis of equal mean transfer times for both receivers on the 1%-level with a two sample t-test (using the normal approximation).
- (c) Compare your result to the output of
t.test()
Lösungsvorschlag von Gittenburg[Bearbeiten | Quelltext bearbeiten]
--Gittenburg 11:18, 3. Dez. 2019 (CET)
a)
load('waitingtimes2.Rdata')
par(mfrow=c(2,1))
x = wt[[1]]
y = wt[[2]]
hist(x)
hist(y)
b)
semx = sd(x)^2/length(x)
semy = sd(y)^2/length(y)
t = (mean(x) - mean(y))/sqrt(semx + semy)
t
pnorm(t)*2
c)
t.test(x,y)