A farmer obtained some data relating crop yield to the amount of fertiliser used from his farm records. The data are given in the table below: Fertiliser (kg/ha) 220 450 250 320 500 250 330 430 240 280 370 400 410 450 Crop Yield (1,000 kg/ha) 36 72 48 51 80 40 55 72 39 45 62 71 79 75 Using EXCEL, estimate the relationship between crop yield and the amount of fertilised used. (a) Report the regression results and write out the estimated regression line. (b) Interpret the estimated fertiliser coefficient. (c) Interpret the R2 value and comment on its strength.
A farmer obtained some data relating crop yield to the amount of fertiliser used from his farm records. The data are given in the table below: Fertiliser (kg/ha) 220 450 250 320 500 250 330 430 240 280 370 400 410 450 Crop Yield (1,000 kg/ha) 36 72 48 51 80 40 55 72 39 45 62 71 79 75 Using EXCEL, estimate the relationship between crop yield and the amount of fertilised used. (a) Report the regression results and write out the estimated regression line. (b) Interpret the estimated fertiliser coefficient. (c) Interpret the R2 value and comment on its strength.
MATLAB: An Introduction with Applications
6th Edition
ISBN:9781119256830
Author:Amos Gilat
Publisher:Amos Gilat
Chapter1: Starting With Matlab
Section: Chapter Questions
Problem 1P
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A farmer obtained some data relating crop yield to the amount of fertiliser used from his farm records. The data are given in the table below:
Fertiliser (kg/ha) |
220 |
450 |
250 |
320 |
500 |
250 |
330 |
430 |
240 |
280 |
370 |
400 |
410 |
450 |
Crop Yield (1,000 kg/ha) |
36 |
72 |
48 |
51 |
80 |
40 |
55 |
72 |
39 |
45 |
62 |
71 |
79 |
75 |
Using EXCEL, estimate the relationship between crop yield and the amount of fertilised used.
(a) Report the regression results and write out the estimated regression line.
(b) Interpret the estimated fertiliser coefficient.
(c) Interpret the R2 value and comment on its strength.
(d) Does fertiliser significantly influence crop yield? Explain.
(e) Find the predicted crop yield if the fertiliser is 550 kg/ha.
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