6 - Non-parametric and parametric tests I
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School
Arizona State University *
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Course
350
Subject
Industrial Engineering
Date
Dec 6, 2023
Type
docx
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2
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Please answer the following questions on your own.
If you have any trouble or questions, email
me at djoakes@asu.edu, and I will be happy to help.
Total number of points:120
(For questions 1-5) Below are the number of adults of
Mexican Gray wolf (
Canis lupus
) counted in 15 sites in
Arizona during June and December of 2010 (Temporal
analysis – you can sample the same individual).
1 Create a boxplot of the distribution of these data. (Hint =
use the stack function) (10 points)
2. Test whether the data are normally distributed. (10
points)
3. To compare the abundance values, should you use a t-test
or a Wilcox test? Why? (10 points)
4. Should you use a paired or an independent test? (10
points)
5. Do the abundance of wolves in sites of Arizona differ
(significantly)? (20 points)
(For questions 6-10) Global maps of conservation priority areas. Such maps can help donors
with global missions to allocate resources and can help citizens advocate for actions in priority
areas
. Conservation priority values (CP)
are widely used to identify priority areas for
conservation worldwide. CP range from 0 to 1. A collection of CP-highest sites will represent
species efficiently. Below are the conservation values for 15 areas in two ecoregions (
They do
not share species).
6 Create a boxplot of the distribution of the CP data. (Hint = use the stack function) (10 points)
Assignment 6
ABS 350: Applied statistics
Abundance of
wolves
Sites
November
July
1
210
94
2
112
83
3
130
105
4
119
121
5
125
102
6
131
92
7
155
115
8
119
111
9
111
106
10
112
124
11
118
119
12
123
111
13
142
132
14
113
111
15
111
112
7. Test whether the data are normally distributed. (10 points)
8. If you want to compare the CP values, should you use a t-test or a
Wilcox test? Why? (10 points)
9. Should you use a paired or an independent test? (10 points)
10. Do the CP values in ecoregions differ (significantly)? (20 points)
Ecoregion
A
B
0.413715
0.529451
0.335113
0.231075
0.231558
0.189491
0.131109
0.456662
0.412558
0.566635
0.262421
0.647513
0.822085
0.707902
0.971448
0.879564
0.024686
0.964822
0.170021
1.000000
0.383692
0.558824
0.126749
0.663005
0.969921
0.714485
1.000000
0.846329
0.461962
0.149068
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