Math Problem Statement
The following table gives projections of the population of a country from 2000 to 2100. Answer parts (a) through (c). Year Population (millions) Year Population (millions)
2000 282.9 2060 436.8 2010 301.3 2070 471.6 2020 334.3 2080 498.9 2030 353.3 2090 539.8 2040 379.9 2100 574.8 2050 410.1 Question content area bottom Part 1 (a) Find a linear function that models the data, with x equal to the number of years after 2000 and f(x) equal to the population in millions. f(x)equals enter your response herexplus enter your response here (Type integers or decimals rounded to three decimal places as needed.)
Solution
To find a linear function that models the population data, we need to determine the slope and the y-intercept of the line in the form:
where:
- is the number of years after 2000,
- is the population in millions.
We can use two points from the table to calculate the slope . Let's take the year 2000 (, ) and the year 2100 (, ).
Step 1: Calculate the slope
The formula for the slope between two points and is:
Using the points and :
Step 2: Find the y-intercept
The y-intercept is the population at , which is already given as . So:
Step 3: Write the linear equation
The linear function is:
Final Answer:
The linear function is:
Would you like further details on how the linear model works or have any questions?
Here are 5 related questions you might find useful:
- How would the equation change if we used different years to calculate the slope?
- How do we interpret the slope of 2.919 in this context?
- What does the y-intercept represent in terms of population data?
- Can this model accurately predict populations for years outside the given range?
- How could we improve this model if the population growth is not perfectly linear?
Tip: When modeling with linear functions, ensure the data fits the assumption of constant growth over time to get accurate results.
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Math Problem Analysis
Mathematical Concepts
Linear Functions
Algebra
Slope-Intercept Form
Formulas
Linear equation: f(x) = mx + b
Slope formula: m = (y2 - y1) / (x2 - x1)
Theorems
Slope-Intercept Form Theorem
Suitable Grade Level
Grades 9-11