Math Problem Statement
Solution
Solution for Part (a): Identifying the Best-Fitting Curve
From the three figures:
- Figure 1 (exponential model ) underestimates the values of the data points significantly as increases.
- Figure 3 (linear model ) shows a linear relationship, but the data clearly follows a curve (non-linear growth), so this doesn't fit the data well.
- Figure 2 (exponential model ) closely matches the trend of the data points with a reasonable fit.
Best Fit: Figure 2
Solution for Part (b): Predicting the Value After 11 Years
We use the equation from Figure 2: Substitute :
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Calculate using a calculator:
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Multiply by 51:
Final Answer:
The value of the item 11 years after purchase is approximately 188.60 dollars.
Clarifications or Additional Questions?
Would you like a step-by-step breakdown of the exponential calculation?
Related Questions:
- What is the general form of an exponential growth equation?
- How can you determine which model (exponential or linear) fits a dataset best?
- Why does exponential growth apply to certain real-world data more than linear models?
- How would the curve change if the base of the exponent was smaller (e.g., instead of )?
- Can you explain how doubling time relates to exponential growth?
Tip:
Exponential growth occurs when a quantity increases by a fixed percentage over equal intervals of time. To quickly estimate growth, focus on the base of the exponent (like here) as it controls the rate of growth.
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Math Problem Analysis
Mathematical Concepts
Exponential Growth
Curve Fitting
Data Analysis
Algebraic Substitution
Formulas
Exponential Equation: y = a(b)^x
Theorems
Exponential Growth Model
Suitable Grade Level
Grades 9-12
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