Bootstrap distribution based on small samples will generate bootstrap confidence intervals that are _____________.
A)too small
B)too long
C)accurate
D)A and B are correct.

Question

Quizplus · Accepted Answer

Bootstrap distribution based on small samples will generate bootstrap confidence intervals that are either too small or too long, depending on the specific sample and the method used for generating the intervals. This is because with small samples, the bootstrap resamples may not fully capture the variability of the population, leading to biased or inefficient estimates of the sampling distribution. Therefore, bootstrap intervals based on small samples should be interpreted with caution and preferably complemented with other inferential methods.

Bootstrap Distribution Based on Small Samples Will Generate Bootstrap Confidence