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2

1, color ( 5 categories )

Xbar1 == Xbar2 The color distribution is the same for haribo and target gummy bears Xbar1 != Xbar2 The color distribution is not the same

19.2

8.3

9.42

13.9

12

19.9

23

15.58

13.7

31.7

same every time

random: good 63 10% and 104 10% of all target
large counts : expected values all more than 5

x^2 = 2.8748 p value = 0.579

x2(4)

.579

2.87

0

reject the null because .579 > .10 there is not convincing evidence of unequal color distribution

2 samples instead of 1

X^2 test for homogeneity

Hypotheses | H0 : the distr of… is the same between … Ha: the distr. is not the same

Calculator: Observed in matrix stat - tests - x^2 test not goodness of fit

GOF vs Homogeneity: GOF - 1 sample, 1 variable - multi category HOMO - 2 samples, 1 variable - multi category

H0: the distribution of people who prefer remote or inperson learning is the same across the different grades Ha: distribution is not the same

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