Predict the metabolic rate (# of calories burned in a 24-hour period) for a male with a lean body mass of 34.5 kg. Round to one decimal place.
Understand the Problem
The question is asking for the prediction of the metabolic rate based on a given formula using the coefficients provided in the regression output. Specifically, it requires substituting known values for mass and sex into the regression equation to compute the metabolic rate for a male with a specified lean body mass.
Answer
The predicted metabolic rate is approximately $1198.7$ calories.
Answer for screen readers
The predicted metabolic rate is approximately $1198.7$ calories burned in a 24-hour period.
Steps to Solve
- Identify the Regression Equation
The regression equation based on the provided coefficients is:
$$ \text{Metabolic Rate} = \text{Intercept} + (\text{Mass} \times \text{mass}) + (\text{Sex} \times \text{sex}) $$
Here, the coefficients are:
- Intercept = 307.900
- Mass = 21.546
- Sex = 148.020
- Set the Known Values
For the calculations:
- Mass (lean body mass) = 34.5 kg
- Sex = 1 (since the person is male)
- Plug the Known Values into the Equation
Substituting the known values into the regression equation:
$$ \text{Metabolic Rate} = 307.900 + (21.546 \times 34.5) + (148.020 \times 1) $$
- Calculate Each Term
First, calculate (21.546 \times 34.5) and (148.020 \times 1):
- (21.546 \times 34.5 = 742.827)
- (148.020 \times 1 = 148.020)
- Combine All Terms
Now substitute the calculated values back into the equation:
$$ \text{Metabolic Rate} = 307.900 + 742.827 + 148.020 $$
- Final Calculation
Now perform the final addition:
$$ \text{Metabolic Rate} = 307.900 + 742.827 + 148.020 = 1198.747 $$
- Round to One Decimal Place
Round the metabolic rate to one decimal place:
$$ \text{Metabolic Rate} \approx 1198.7 \text{ calories} $$
The predicted metabolic rate is approximately $1198.7$ calories burned in a 24-hour period.
More Information
This prediction uses a linear regression model which takes into account variables such as lean body mass and sex to estimate metabolic rate. It's important to note that actual metabolic rates can vary based on various factors including diet and activity level.
Tips
- Forgetting to convert coefficients appropriately based on the variables' definitions (i.e., ensuring sex is correctly coded).
- Failing to round the final result to the required number of decimal places.
AI-generated content may contain errors. Please verify critical information