Math Problem Statement
Solution
The table provided in the image shows the life expectancy data from different years, and the question asks for the year when life expectancy will reach 83 years, based on a linear model. To solve this, we can follow these steps:
Step 1: Define Variables
- corresponds to the year 2000.
- is the life expectancy in the year corresponding to .
- The goal is to determine the year when life expectancy years.
Step 2: Gather Data Points
From the table, we can extract two points:
- In 2000 (), life expectancy years.
- In 2019 (), life expectancy years.
Step 3: Find the Linear Equation
The linear model will be of the form , where is the slope, and is the intercept. We can calculate the slope using the formula:
Now, using the point , , we can find :
So, the equation for life expectancy is:
Step 4: Solve for when
Set :
Solving for :
So, , which corresponds to the year:
Thus, the model predicts that life expectancy will reach 83 years in 2056 (Option C).
Would you like more details or have any questions? Here are five related questions:
- How is a linear regression model constructed from data points?
- How do you calculate the slope in a linear model?
- What are the limitations of using a linear model for future predictions?
- How do different data points affect the slope and intercept in linear regression?
- How can we test the accuracy of the model as new data points emerge?
Tip: Always check if the data suggests a linear trend before applying a linear model for predictions.
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Math Problem Analysis
Mathematical Concepts
Linear Regression
Algebra
Slope-Intercept Form
Formulas
Linear equation formula L(t) = mt + b
Slope formula m = (y2 - y1) / (x2 - x1)
Theorems
Linear equation properties
Suitable Grade Level
Grades 10-12
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