Math Problem Statement
Model the data using an exponential function f(x) = Abx.
x
1
2
f(x)
−59
−87.025
f(x) =
Solution
To model the given data using an exponential function of the form:
we need to determine the parameters and based on the two data points:
Step 1: Write two equations
Using the general form for the given points:
-
For :
-
For :
Step 2: Eliminate
From the first equation, solve for :
Step 3: Substitute into the second equation
Plug this value of into the second equation:
Simplify:
Solve for :
Step 4: Find
Now that we know , substitute this value back into the first equation to find :
Step 5: Write the Model
Now that we have and , the exponential function becomes:
Do you want further clarification or additional steps?
Here are five related questions:
- How do we validate if this model fits the given data well?
- Can exponential functions model negative values reliably?
- What happens if we shift the base ?
- How do logarithms help solve for unknowns in exponential models?
- How does changing affect the graph of the function?
Tip: Exponential models are often sensitive to small changes in data—small errors in parameter estimation can lead to noticeable deviations.
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Math Problem Analysis
Mathematical Concepts
Exponential Functions
Algebra
Formulas
Exponential function f(x) = A * b^x
Theorems
Exponential Growth and Decay
Suitable Grade Level
Grades 10-12