Suppose the following data represent the heights (in inches) of a random sample of males:
6565,
6767,
6969,
7070,
7272,
7373.
Which of the following could be a possible bootstrap sample?
(a) 65 comma 69 comma 69 comma 74 comma 72 comma 7265, 69, 69, 74, 72, 72
(b) 73 comma 69 comma 67 comma 72 comma 69 comma 7373, 69, 67, 72, 69, 73
(c) 67 comma 65 comma 67 comma 73 comma 7267, 65, 67, 73, 72
(d) 65 comma 67 comma 67 comma 69 comma 67 comma 7365, 67, 67, 69, 67, 73
(e) 67 comma 72 comma 69 comma 67 comma 73 comma 72 comma 6767, 72, 69, 67, 73, 72, 67
Solution
A bootstrap sample is a smaller sample that is bootstrapped from a larger sample., here we perform sampling with replacement.
Given Sample=65,67,69,70,72,73
as per above definition the bootstrap sample will always be smaller.
Ans:C.)67, 65, 67, 73, 72
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