what is the difference between type i and type ii errors 
a type i error occurs if a null hypothesis is rejected that is actually true in the population this type of error is representative of a false positive alternatively a type ii error occurs if a null hypothesis is not rejected that is actually false in the population this type of error is representative of a false negative 