A University would like to see if there is a significant difference between the percent of females who teach in the art department and the percent who teach in the science department (null is no difference, alternative is there is a difference). What would a type I error be in the context of this problem?
a. Concluding the percent of females are different for the two areas
b. Concluding the percent of females are the same for the two areas
c. Concluding the percent of females are the same when they are different
d. Concluding the percent of females are different when they are the same