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Question
- the scatter plot of a plants height over time curves upward more steeply as time increases. which regression model would best describe this pattern?
Step1: Analyze regression models
Linear regression: \(y = ax + b\), has constant slope.
Exponential regression: \(y = ab^{x}\), slope increases as \(x\) increases.
Quadratic regression: \(y = ax^{2}+bx + c\), symmetric parabola.
Step2: Match with the pattern
The scatter - plot curves upward more steeply (slope increasing) as time (\(x\)) increases.
Exponential function \(y = ab^{x}\) (\(b>1\)) has \(y\) - values that grow at an increasing rate.
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Exponential regression model.