Question

In: Statistics and Probability

Please do chi-square analysis of the following: Experiment 1: without heat lamp Experiment 2: with heat...

Please do chi-square analysis of the following:

Experiment 1: without heat lamp Experiment 2: with heat lamp
Soil Leaves Rock Other Soil Leaves Rock Other
Expected 5 5 5 0 Expected 5 5 5 0
Observed 10 3 2 0 Observed 1 5 9 0

Solutions

Expert Solution

Chi square test for goodness of fit

Solution:

Required table for calculation is given as below:

Experiment 1: without heat lamp

Soil

Leaves

Rock

Other

Total

Expected (E)

5

5

5

0

Observed (O)

10

3

2

0

(O - E)

5

-2

-3

0

(O - E)^2/E

5

0.8

1.8

0

7.6

Chi square = ∑[ O - E)^2/E] = 7.6

df = 4 – 1 = 3

P-value = 0.055044

P-value > α = 0.05

So, we conclude that expected distribution and observed distribution are approximately same.

Second test:

Experiment 2: with heat lamp

Soil

Leaves

Rock

Other

Total

Expected (E)

5

5

5

0

Observed (O)

1

5

9

0

(O - E)

-4

0

4

0

(O - E)^2/E

3.2

0

3.2

0

6.4

Chi square = ∑[ O - E)^2/E] = 6.4

df = 4 – 1 = 3

P-value = 0.093691

P-value > α = 0.05

So, we conclude that expected distribution and observed distribution are approximately same.

(P-values are calculated by uisng Chi square table or excel)


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