In the hypothesis testing process, what does fWhich scenario accurately illustrates a Type I error? a. Failing to detect a difference when there is one. b. Concluding that a treatment has no effect when it actually does. c. Detecting a difference when there is none due to random chance. d. Concluding that a treatment has an effect when it actually has none.ailing to reject the null hypothesis (H0) imply about the alternative hypothesis (H1)? a. H1 is proven to be false. b. H1 is rejected in favor of H0. c. There is not enough evidence to support H1 over H0. d. H1 is accepted unconditionally