Question

In: Statistics and Probability

1. The presence of harmful insects in farm fields is detected by erecting boards covered with...

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

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

  1. State hypotheses.
  1. Run ANOVA test with 95% confidence level and fill in blanks.

SOURCE

SS

DF

MS

F

P

F crit

Between Groups

Within Groups

Total

From the F-ration and P-value, what conclusion can be drawn regarding the null hypothesis? Why?

Solutions

Expert Solution

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.


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