Math Problem Statement
Solution
To determine which function best fits the data shown in the scatterplot, we analyze the trend of the points:
- The data points increase very rapidly as increases, indicating an exponential growth pattern rather than linear or quadratic growth.
Let’s examine each option:
- : This is a linear function. The scatterplot shows rapid growth, not a straight-line trend, so this can be ruled out.
- : This is a quadratic function, where growth increases at a moderate rate (). However, the scatterplot shows even faster growth, which excludes this choice.
- : This is an exponential function. Exponential functions grow extremely quickly as increases, which matches the behavior in the scatterplot.
- : This is also an exponential function, but it grows slower than .
Comparison of Exponential Options:
The data shows extremely rapid growth as reaches values like 14–18. Exponential growth with a base of 4 (from ) fits this much better than , as grows significantly faster than .
Final Answer:
The function that best fits the data is:
Would you like a step-by-step breakdown of exponential growth, or explanations for the other options?
Here are some related questions to expand your understanding:
- How do you identify linear vs. quadratic vs. exponential patterns in data?
- What are the characteristics of exponential growth compared to other types of growth?
- How would the graph look for compared to ?
- Why does the base of the exponential function affect the steepness of the graph?
- How can you use a calculator to plot and compare exponential functions?
Tip: Exponential functions are often used to model population growth, compound interest, and other phenomena with rapid increases!
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Math Problem Analysis
Mathematical Concepts
Exponential Functions
Data Analysis
Graph Interpretation
Formulas
Exponential growth formula: y = a^x + c
Theorems
Exponential Growth Behavior
Suitable Grade Level
Grades 9-12
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