Math Problem Statement

The data points show an item's value y (in dollars) at a time x (in years) after its purchase. Each figure has the same data points, but each has a different curve fitting the data. Which curve fits the data best? Use the best curve's equation to predict the value of the item 11 years after its purchase.

Solution

Solution for Part (a): Identifying the Best-Fitting Curve

From the three figures:

  • Figure 1 (exponential model y=10(1.17)xy = 10(1.17)^x) underestimates the values of the data points significantly as xx increases.
  • Figure 3 (linear model y=88.1x665y = 88.1x - 665) 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 y=51(1.13)xy = 51(1.13)^x) 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: y=51(1.13)xy = 51(1.13)^x Substitute x=11x = 11:

y=51(1.13)11y = 51(1.13)^{11}

  1. Calculate 1.13111.13^{11} using a calculator: 1.13113.6981.13^{11} \approx 3.698

  2. Multiply by 51: y=51×3.698188.6y = 51 \times 3.698 \approx 188.6

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:

  1. What is the general form of an exponential growth equation?
  2. How can you determine which model (exponential or linear) fits a dataset best?
  3. Why does exponential growth apply to certain real-world data more than linear models?
  4. How would the curve change if the base of the exponent was smaller (e.g., 1.051.05 instead of 1.131.13)?
  5. 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 1.131.13 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