When resampling data from two independent samples, what is the fundamental difference between bootstrapping and randomization?

College Algebra (MindTap Course List)
12th Edition
ISBN:9781305652231
Author:R. David Gustafson, Jeff Hughes
Publisher:R. David Gustafson, Jeff Hughes
Chapter8: Sequences, Series, And Probability
Section8.7: Probability
Problem 5E: List the sample space of each experiment. Rolling one die and tossing one coin
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When resampling data from two independent samples, what is the fundamental difference between bootstrapping and randomization?
Choose the correct answer below.
A. Bootstrapping involves sampling with replacement while randomization involves sampling without replacement.
B. Bootstrapping involves creating a sequence of known samples while randomization involves creating a sequence of unknown samples.
OC. Bootstrapping involves sampling with out replacement while randomization involves sampling with replacement.
O D. There is no fundamental difference between bootstrapping and randomization because they are different names for the same process.
Transcribed Image Text:When resampling data from two independent samples, what is the fundamental difference between bootstrapping and randomization? Choose the correct answer below. A. Bootstrapping involves sampling with replacement while randomization involves sampling without replacement. B. Bootstrapping involves creating a sequence of known samples while randomization involves creating a sequence of unknown samples. OC. Bootstrapping involves sampling with out replacement while randomization involves sampling with replacement. O D. There is no fundamental difference between bootstrapping and randomization because they are different names for the same process.
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