Data is collected to perform the following the hypothesis test:

h0: µ = 5.5
ha: µ ? 5.5.

the sample mean of the data is y = 5.4 and the p-value is .1034. select the choice below that gives the proper interpretation of this p-value.

a) if the null hypothesis is false, then the probability of obtaining a sample mean closer to 5.5 than 5.4 is .1034.

b) the probability that the sample mean y differs significantly from 5.5 is .8966.

c) the probability that the null hypothesis h0 is true is .8966.

d) the probability that we have made a mistake is .1034.

e) the probability that the null hypothesis h0 is true is .1034.

f) if the mean µ does not differ significantly from 5.5 (that is, if the null hypothesis is true), then the probability of obtaining a sample mean y as far or farther from 5.5 than 5.4 is .1034.

g) the probability that the alternative hypothesis ha is false is .1034.