Question
In hypothesis testing, what does a p-value less than
0.05 typically indicate?Solution
Explanation: A p-value less than 0.05 signifies that the probability of observing the test statistic, or something more extreme, under the null hypothesis is less than 5%. This threshold, commonly used in hypothesis testing, indicates strong evidence against the null hypothesis, prompting its rejection in favor of the alternative hypothesis. It is a measure of the strength of evidence, not absolute proof. This approach underpins statistical decision-making across fields, providing a rigorous standard for hypothesis evaluation. Option A: A p-value does not prove the null hypothesis; it measures evidence against it. Option B: Sample size affects power, but p-value interpretation does not inherently reflect sample size issues. Option D: Confidence intervals are separate from p-values and serve to estimate population parameters. Option E: A p-value below 0.05 typically indicates sufficient evidence to reject the null hypothesis.
A@B is A is married to B.
A$B is A is mother of B.
A#B is A is brother of B.
A%B is A is father of B.
If P @ Q $ R # S % U @...
V is the father of T, who is the grandson of G. S is the only daughter of G. G has only two children and only one of them is married. O is the mother-in...
Pointing to a photograph, an unmarried man, who has only one sister says, “The woman in the photograph is the maternal grandmother of my niece.” How...
How is M related to L?
Answer the questions based on the information given below.
There are seven members Q, R, S, T, U, V and W in a family of three generations. S i...
How is M related to I?
If W is father of S, who is wife of K. K is the only son of J. K is the brother of M. Y is the mother of M's only sister P. I is the mother in law ...
If N has only one child and there are four male members in the family then how is the child of N related to L?
Who is the husband of T?
In the question, assuming the given statements to be true, find which of the conclusion (s) among given two conclusions is /are definitely true and the...