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 mm and the y-intercept bb of the line in the form:

f(x)=mx+bf(x) = mx + b

where:

  • xx is the number of years after 2000,
  • f(x)f(x) is the population in millions.

We can use two points from the table to calculate the slope mm. Let's take the year 2000 (x=0x = 0, f(x)=282.9f(x) = 282.9) and the year 2100 (x=100x = 100, f(x)=574.8f(x) = 574.8).

Step 1: Calculate the slope mm

The formula for the slope between two points (x1,y1)(x_1, y_1) and (x2,y2)(x_2, y_2) is:

m=y2y1x2x1m = \frac{y_2 - y_1}{x_2 - x_1}

Using the points (0,282.9)(0, 282.9) and (100,574.8)(100, 574.8):

m=574.8282.91000=291.9100=2.919m = \frac{574.8 - 282.9}{100 - 0} = \frac{291.9}{100} = 2.919

Step 2: Find the y-intercept bb

The y-intercept is the population at x=0x = 0, which is already given as f(0)=282.9f(0) = 282.9. So:

b=282.9b = 282.9

Step 3: Write the linear equation

The linear function is:

f(x)=2.919x+282.9f(x) = 2.919x + 282.9

Final Answer:

The linear function is:

f(x)=2.919x+282.9f(x) = 2.919x + 282.9

Would you like further details on how the linear model works or have any questions?

Here are 5 related questions you might find useful:

  1. How would the equation change if we used different years to calculate the slope?
  2. How do we interpret the slope of 2.919 in this context?
  3. What does the y-intercept represent in terms of population data?
  4. Can this model accurately predict populations for years outside the given range?
  5. 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