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Are there outliers in the smolt data Refer to Exercise
Chapter , Problem 1.66(choose chapter or problem)
Are there outliers in the smolt data? Refer to Exercise 1.64.
(a) Find the IQR for the smolt data.
(b) Use the \(1.5 \times I Q R\) rule to identify any outliers.
(c) Make a boxplot for the smolt data and describe the distribution using only the information in the boxplot.
(d) Make a modified boxplot for these data and describe the distribution using only the information in the boxplot.
(e) Make a stemplot for these data.
(f) Compare the boxplot, the modified boxplot, and the stemplot. Evaluate the advantages and disadvantages of each graphical summary for describing the distribution of the smolt reflectance data.
Questions & Answers
(1 Reviews)
QUESTION:
Are there outliers in the smolt data? Refer to Exercise 1.64.
(a) Find the IQR for the smolt data.
(b) Use the \(1.5 \times I Q R\) rule to identify any outliers.
(c) Make a boxplot for the smolt data and describe the distribution using only the information in the boxplot.
(d) Make a modified boxplot for these data and describe the distribution using only the information in the boxplot.
(e) Make a stemplot for these data.
(f) Compare the boxplot, the modified boxplot, and the stemplot. Evaluate the advantages and disadvantages of each graphical summary for describing the distribution of the smolt reflectance data.
ANSWER:Step 1 of 6
Exercise 1.64 data:
\(\begin{array}{llllllllll}
\hline 57.6 & 54.8 & 63.4 & 57.0 & 54.7 & 42.3 & 63.6 & 55.5 & 33.5 & 63.3 \\
58.3 & 42.1 & 56.1 & 47.8 & 56.1 & 55.9 & 38.8 & 49.7 & 42.3 & 45.6 \\
69.0 & 50.4 & 53.0 & 38.3 & 60.4 & 49.3 & 42.8 & 44.5 & 46.4 & 44.3 \\
58.9 & 42.1 & 47.6 & 47.9 & 69.2 & 46.6 & 68.1 & 42.8 & 45.6 & 47.3 \\
59.6 & 37.8 & 53.9 & 43.2 & 51.4 & 64.5 & 43.8 & 42.7 & 50.9 & 43.8 \\
\hline
\end{array}\)
The interquartile range IQR is the distance between the first and third quartiles:
\(I Q R=Q_{3}-Q_{1}\)
The first quartile \(Q_{1}\) is the median of the observations whose positions in the ordered list are to the left of the location of the overall median. The third quartile \(Q_{3}\) is the median of the observations whose positions in the ordered list are to the right of the location of the overall median.
\(\begin{array}{l}
Q_{3}=56.8 \\
Q_{1}=43.8
\end{array}\)
Therefore, \(I Q R=56.8-43.8=13\)
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