In: Statistics and Probability
A gardener thinks that his plants are being affected by how closely together he places the plants in his garden. Specifically, he thinks that the height that his plants achieve by the end of the growing season differs according to how much space he allocates between each plant. Consequently, he wishes to evaluate whether there is a difference in plant heights (in centimetres) for rose plants that are planted either 6 inches apart, or 12 inches apart. He has a large garden, so has subsequently planted ten (10) rose plants 6 inches apart, and another ten (10) rose plants 12 inches apart. |
b. Each inference procedure has a set of model conditions that must be evaluated prior to using the procedure. For the inference procedure you have identified in part a, list each required condition using the context of the research scenario described above (that is, the variables/language of this specific scenario).
(a)
Hypothesis test is most appropriate to analyse this researcher’s data because the Research Question is: Is there a difference in plant heights (incentimeters) for rose plants that are planted either 6 inches apart or 12 inches apart.
So, we have:
H0: Null Hypothesis: (There is no difference in plant heights (incentimeters) for rose plants that are planted either 6 inches apart or 12 inches apart)
HA: Alternative Hypothesis: (There is a difference in plant heights (incentimeters) for rose plants that are planted either 6 inches apart or 12 inches apart) (Claim)
(b)
Conditions for the above 2 sample t test are as follows:
(i) Sampling methodfor each sample is Simple Random Sampling
(ii) The samples are independent
(iii) Each population is at least 20 times larger than its respective sample
(iv) The population distribution is normal.