Suppose x1, x2, . . . , xn are observed values resulting from a random sample from
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Suppose x1, x2, . . . , xn are observed values resulting from a random sample from a symmetric but possibly heavy-tailed distribution. Let x
~ and fs denote the sample median and fourth spread, respectively. Chapter 11 of Understanding Robust and Exploratory Data Analysis (see the bibliography in Chapter 6) suggests the following robust 95% CI for the population mean (point of symmetry):
x
~
fs n
The value of the quantity in parentheses is 2.10 for n 10, 1.94 for n 20, and 1.91 for n 30. Compute this CI for the data of Exercise 45, and compare to the t CI appropriate for a normal population distribution.
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Probability And Statistics For Engineering And The Sciences
ISBN: 9781111802325
7th Edition
Authors: Dave Ellis, Jay L Devore
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