Which of the following statements is TRUE regarding inference based on a small sample?
A)Traditional methods of inference based on a small sample are often unreliable.Bootstrap methods overcome this problem.
B)Bootstrap methods based on a small sample are unreliable.One should use traditional methods with small samples.
C)Any inference based on a small sample,including bootstrap inference,should be treated with caution.
D)Increasing the number of resamples is necessary to guarantee that inference based on a small sample is trustworthy.

Question

Quizplus · Accepted Answer

Any inference based on a small sample should be treated with caution, regardless of whether traditional or bootstrap methods are used. It is important to acknowledge the limitations of the small sample size and the potential for sampling variability. Increasing the number of resamples with bootstrap methods may help mitigate this issue, but it does not guarantee that the inference is trustworthy.

Which of the Following Statements Is TRUE Regarding Inference Based