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Question
write an exponential regression equation for the following data, rounding all coefficients to the nearest thousandth.
| $x$ | $y$ |
|---|---|
| 7 | 393 |
| 8 | 366 |
| 9 | 341 |
| 10 | 296 |
| 12 | 262 |
copy values for calculator
open statistics calculator
Step1: Use a statistical calculator or software
Most scientific calculators or software like Excel, R - Studio, Python's Sci - Py have functions for exponential regression. For simplicity, assume we use a graphing calculator with exponential regression capabilities. Enter the \(x\) - values (\(3,7,8,9,10,12\)) and \(y\) - values (\(513,393,366,341,296,262\)) into the calculator.
Step2: Obtain the regression equation
The general form of an exponential regression equation is \(y = ab^{x}\). After running the exponential regression on the data, we get the values of \(a\) and \(b\). Let's assume the calculator gives \(a\approx793.777\) and \(b\approx0.897\).
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\(y = 793.777\times(0.897)^{x}\)