QUESTION IMAGE
Question
- suppose you are studying the growth of a certain plant species over the course of months. you record the following data:
plot the data to visually inspect:
find the first differences and ratios
determine if the data should be modeled linearly or exponentially:
Step1: Calculate first differences
First differences are calculated by subtracting the previous height from the current height.
For month \(1\): \(3 - 1=2\)
For month \(2\): \(9 - 3 = 6\)
For month \(3\): \(27 - 9=18\)
For month \(4\): \(81 - 27 = 54\)
For month \(5\): \(243 - 81=162\)
Step2: Calculate ratios
Ratios are calculated by dividing the current height by the previous height.
For month \(1\): \(\frac{3}{1}=3\)
For month \(2\): \(\frac{9}{3}=3\)
For month \(3\): \(\frac{27}{9}=3\)
For month \(4\): \(\frac{81}{27}=3\)
For month \(5\): \(\frac{243}{81}=3\)
Step3: Determine the model type
Since the first differences are not constant (\(2
eq6
eq18
eq54
eq162\)) and the ratios are constant (\(3 = 3=3=3=3\)), the data follows an exponential model.
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| Year | Height (in) | First Differences | Ratios |
|---|---|---|---|
| 1 | 3 | 2 | 3 |
| 2 | 9 | 6 | 3 |
| 3 | 27 | 18 | 3 |
| 4 | 81 | 54 | 3 |
| 5 | 243 | 162 | 3 |
The data should be modeled exponentially.