Math Problem Statement

A data set is displayed in this table. Using the exponential curve of best fit, what is

the value of y  when x = 5? Write your answer in the box.

A data set is displayed in this table. Using the exponential curve of best fit, what is the value of y when x = 5? Write your answer in the box.

Solution

This table contains values of xx and yy, where yy appears to follow an exponential relationship with xx. To solve for yy when x=5x = 5, let's determine the exponential curve of best fit in the form:

y=abxy = a \cdot b^x

Here:

  • aa is the initial value (the value of yy when x=0x = 0).
  • bb is the base, representing the rate of change.

Step 1: Identify aa

From the table, when x=0x = 0, y=3y = 3. Thus: a=3a = 3


Step 2: Solve for bb

We now use another point from the table to find bb. For instance, using the point (1,0.3)(-1, 0.3), substitute into y=abxy = a \cdot b^x:

0.3=3b10.3 = 3 \cdot b^{-1}

Simplify: 0.3=3b0.3 = \frac{3}{b}

Multiply through by bb: b=30.3=10b = \frac{3}{0.3} = 10

Thus, the equation becomes: y=310xy = 3 \cdot 10^x


Step 3: Find yy when x=5x = 5

Substitute x=5x = 5 into y=310xy = 3 \cdot 10^x:

y=3105y = 3 \cdot 10^5

Simplify: y=3100000=300000y = 3 \cdot 100000 = 300000


Final Answer:

When x=5x = 5, y=300,000y = 300,000.

Would you like me to elaborate on any step or verify the fit with more points?


Related Questions:

  1. How do we derive the general formula for exponential growth or decay?
  2. What happens to the value of yy as xx becomes very large or very small?
  3. How do we calculate the equation of best fit using logarithms for exponential data?
  4. What is the difference between exponential growth and linear growth?
  5. What practical scenarios can be modeled with exponential functions?

Tip:

In exponential functions, the base b>1b > 1 indicates growth, while 0<b<10 < b < 1 indicates decay.

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Math Problem Analysis

Mathematical Concepts

Exponential Functions
Curve Fitting
Algebra

Formulas

y = a * b^x

Theorems

Exponential Growth Formula

Suitable Grade Level

Grades 9-12