A horticulturist is studying the relationship between tomato plant height and fertilizer amount. Thirty tomato plants grown
Question:
A horticulturist is studying the relationship between tomato plant height and fertilizer amount. Thirty tomato plants grown in similar conditions were subjected to various amounts of fertilizer over a four-month period, and then their heights were measured. A portion of the results is shown in the accompanying table.
Fertilizer AmountTomato Plant Height
(ounces)............................................(inches)
1.9..........................................................20.4
5.0..........................................................29.1
⋮...................................................................⋮
3.1..........................................................36.4
a. Estimate the linear regression model: Height = β0 + β1 Fertilizer + ε.
b. Estimate the quadratic regression model: Height = β0 + β1Fertilizer + β2 Fertilizer2 + ε.
Find the fertilizer amount at which the height reaches a minimum or maximum.
c. Use the best-fitting model to predict, after a four-month period, the height of a tomato plant that received 3.0 ounces of fertilizer.
Step by Step Answer:
Business Statistics Communicating With Numbers
ISBN: 9780078020551
2nd Edition
Authors: Sanjiv Jaggia, Alison Kelly