Question

In: Statistics and Probability

22. One possible explanation for why some bird’s migration and others maintain year-round residency in a...

22. One possible explanation for why some bird’s migration and others maintain year-round residency in a single location is intelligence. Specifically, birds with small brains, relative to their body size, are simply not smart enough to find food during the winter and must migrate to warmer climates where food is easily available (Sol, Lefebvre, & Rodriguez- Teijeiro, 2015). Birds with bigger brain on the other hand, are more creative and can find food even when the weather turns harsh. Following are hypothetical data similar to the actual research results. The numbers represent relative brain size for the individual birds in each sample. LABEL EACH OF THE 4 HYPOTHESIS STEPS IN YOUR WORK PLEASE! FOR A 5 STAR RATING

Non-Migrating

Short Distance Migrates

Long Distance Migrates

18

6

4

13

11

9

N= 18

19

7

5

G= 180

12

9

6

= 2150

16

8

5

12

13

7

M= 15

M= 9

M= 6

T= 90

T= 54

T= 36

SS= 48

SS= 34

SS= 16

a) Use an ANOVA with = .05 to determine whether there are any significant mean differences among the three groups of birds.

c) Use the Tukey HSD post-test to determine which groups are significantly different.

LABEL EACH OF THE 4 HYPOTHESIS STEPS IN YOUR WORK PLEASE! FOR A 5 STAR RATING

Solutions

Expert Solution

From the given data,

Source DF Sum of Square Mean Square F Statistic P-value
Groups (between groups) 2 252.000000 126.000000 19.285713 0.0000713979
Error (within groups) 15 98.000004 6.533334
Total 17 350.000004 20.588236

Hypothesis:

H0:1=2=3

There are no differences among three groups of birds.

H1:Atleast one of the treatement means is different.

Test statisctics:

F-statistics=19.2857

p-value:0.0001

Since p-value<0.05, we reject null hypothesis.

conclusion:Hence there is significant difference among three groups of birds.

Tukey HSD:

Pair Difference SE Q Lower CI Upper CI Critical Mean p-value
x1-x2 6.000000 1.043498 5.749889 2.166836 9.833164 3.833164 0.00274119
x1-x3 9.000000 1.043498 8.624833 5.166836 12.833164 3.833164 0.0000572177
x2-x3 3.000000 1.043498 2.874944 -0.833164 6.833164 3.833164 0.138490
Group x2 x3
x1 6.00 9.00
x2 0.0 3.00

The means of the following pairs are significantly different: x1-x2, x1-x3.


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