In: Statistics and Probability
1. The presence of harmful insects in farm fields is detected by erecting boards covered with a sticky material and then examining the insects trapped on the boards. To investigate which colors are most attractive to cereal leaf beetles, researchers placed six boards of each of four colors in a field of oats in July. The table below gives data on the number of cereal leaf beetles trapped:
Color |
Insects Trapped |
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Yellow |
45 |
59 |
48 |
46 |
38 |
47 |
White |
21 |
12 |
14 |
17 |
13 |
17 |
Green |
37 |
32 |
15 |
25 |
39 |
41 |
Blue |
16 |
11 |
20 |
21 |
14 |
7 |
SOURCE |
SS |
DF |
MS |
F |
P |
F crit |
Between Groups |
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Within Groups |
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Total |
From the F-ration and P-value, what conclusion can be drawn regarding the null hypothesis? Why?
Hypothesis:
Ha: At least one of the mean is different
CALCULATION:
Number of Treatment, t = 4 n = 24
T1 (sum of Yellow) = 283, T2(Sum of White) = 94, T3(Sum of Green) = 189, T3(Sum of Blue) = 89
G = Grand Total = 655
CF = Correction Factor = G2/N = 6552 / 24 = 17876.04
= 452 + 212 + ......................+ 72 - 17876.04
TSS = 5138.96
SSTR = (1 / 6) * [2832 + 942 + 1892 + 892] - 5138.96
SSTR = 4218.46
SSE = TSS - SSTR
= 5138.96 - 4218.46
SSE = 920.50
MSSTR = SSTR/t-1 = 4218.46 / 4-1 = 1406.153
MSSE = SSE / n-t = 920.50 /24-4 = 46.025
F = MSSTR / MSSE = 1406.153 / 46.025 = 30.55
Ftabulate = F,(t-1,n-t) = F0.05,(3,20) = 3.0984 ..............Using F table
P-value = 0.0000
ANOVA TABLE:
Conclusion:
P-value < , i.e. 0.0000 < 0.05, That is Reject Ho at 5% level of signifiance.
Reject Null Hypothesis, There is evidence that some colors attract more leaf beetles than other.