Use the Following Information for the Question

Use the following information for the question. A group of home gardeners want to test whether the type of soil used to grow heirloom tomatoes has an effect on the number of tomatoes harvested. Gardeners randomly assigned tomato plants to be grown in soil with no fertilizer, commercial plant food, and homemade compost. All other growing conditions were kept the same. Forty plants were assigned to each group. At the end of the growing season the number of tomatoes harvested was counted. Assume that all other conditions for the ANOVA test have been met.

-Using the test results provided, test the hypothesis that soil treatment affects the number of tomatoes harvested. Use a significance level of 5%. Choose the correct decision regarding the null hypothesis and correct conclusion.

A) Reject H0. We can conclude that the treatment of the soil affects the number of heirloom tomatoes harvested.
B) Fail to reject H0. We can conclude that the treatment of the soil does not affect the number of heirloom tomatoes harvested.
C) Reject H0. We can conclude that the treatment of the soil does not affect the number of heirloom tomatoes harvested.
D) Fail to reject H0. We can conclude that the treatment of the soil affects the number of heirloom tomatoes harvested.