Asked by Sam
What is the outlier in the data set 42.7, 42.8, 43.1, 43.3, 43.5, 43.8?
Answers
Answer
The following bivariate data set contains an outlier.
x y
43.3 -159.6
60.8 1530.9
15.6 1070.3
24.5 466.6
51.4 1104.5
26.6 -540.7
31.1 -175.9
23.9 695.6
44 195.4
25.4 -501.1
50.7 -621.7
25.9 -403.3
326 7988.7
38.8 74.7
93.2 -212.5
This data can be downloaded as a *.csv file with this link: Download CSV
¿What is the correlation coefficient with the outlier?
rw =
¿What is the correlation coefficient without the outlier?
rwo =
x y
43.3 -159.6
60.8 1530.9
15.6 1070.3
24.5 466.6
51.4 1104.5
26.6 -540.7
31.1 -175.9
23.9 695.6
44 195.4
25.4 -501.1
50.7 -621.7
25.9 -403.3
326 7988.7
38.8 74.7
93.2 -212.5
This data can be downloaded as a *.csv file with this link: Download CSV
¿What is the correlation coefficient with the outlier?
rw =
¿What is the correlation coefficient without the outlier?
rwo =
Answer
Outlier values may or may not be valid, but either way it does affect the calculations. You will need to calculate the correlation coefficient TWO times: once with all of the data (including the outlier) and again with the outlier excluded. Note that excluding the outlier reduces the sample size by 1.
The following bivariate data set contains an outlier.
x y
67.8 -1624
65.9 4363.9
83.4 -735.3
53.4 3586.8
73.3 3004
247 -33436.9
101.8 -1663.1
62.5 -5086.3
86.3 622.3
86.1 -1404.6
86.4 1197.7
70.1 815.7
89.5 1433.6
89 1678
78.7 1773.1
This data can be downloaded as a *.csv file with this link: Download CSV
¿What is the correlation coefficient with the outlier?
rw =
¿What is the correlation coefficient without the outlier?
rwo =
The following bivariate data set contains an outlier.
x y
67.8 -1624
65.9 4363.9
83.4 -735.3
53.4 3586.8
73.3 3004
247 -33436.9
101.8 -1663.1
62.5 -5086.3
86.3 622.3
86.1 -1404.6
86.4 1197.7
70.1 815.7
89.5 1433.6
89 1678
78.7 1773.1
This data can be downloaded as a *.csv file with this link: Download CSV
¿What is the correlation coefficient with the outlier?
rw =
¿What is the correlation coefficient without the outlier?
rwo =
Answered by
Bot
The outlier in the data set is 42.7.
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