Math Problem Statement

The scatter plot shows the average monthly temperature, x, and the monthly heating cost of a family, y, for 25 different months. Use the equation of the line of best fit, y = -1.21x + 97.10, to answer the questions: (a) What is the predicted heating cost for a month with an average temperature of 0 °F? (b) For an increase of one degree Fahrenheit, what is the predicted decrease in the monthly heating cost? (c) What is the predicted heating cost for a month with an average temperature of 45 °F?

Solution

Let's solve the questions using the given equation of the line of best fit: y=1.21x+97.10y = -1.21x + 97.10, where xx represents the average monthly temperature in °F and yy represents the monthly heating cost in dollars.

(a) Predicted heating cost for a month with an average temperature of 0F0^\circ \text{F}:

Substitute x=0x = 0 into the equation: y=1.21(0)+97.10=97.10y = -1.21(0) + 97.10 = 97.10 Answer: $97.10


(b) Predicted decrease in heating cost for an increase of one degree Fahrenheit:

The slope of the line (1.21-1.21) represents the change in yy (heating cost) for a one-degree increase in xx (temperature). Thus: Decrease in cost=1.21dollars per degree.\text{Decrease in cost} = 1.21 \, \text{dollars per degree}. Answer: $1.21


(c) Predicted heating cost for a month with an average temperature of 45F45^\circ \text{F}:

Substitute x=45x = 45 into the equation: y=1.21(45)+97.10y = -1.21(45) + 97.10 y=54.45+97.10=42.65y = -54.45 + 97.10 = 42.65 Answer: $42.65


Would you like further clarification or additional breakdowns?

Here are 5 related questions to explore further:

  1. How does the slope affect the trend in heating cost?
  2. What would be the predicted cost for a temperature of 80F80^\circ \text{F}?
  3. How could this equation be used to determine at what temperature the heating cost reaches $0?
  4. What is the importance of the yy-intercept (97.1097.10) in this context?
  5. How does this linear model simplify the analysis of heating costs compared to other methods?

Tip: In any linear equation, the slope indicates the rate of change, while the intercept provides the starting value when the independent variable is zero!

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Math Problem Analysis

Mathematical Concepts

Linear equations
Scatter plots
Slope-intercept form

Formulas

y = mx + b

Theorems

Linear relationships and rate of change

Suitable Grade Level

Grades 8-10