Math Problem Statement
Solution
The regression equation given in the problem is:
where is the number of beers consumed, and represents the predicted blood alcohol content (BAC).
We are asked to predict Sam's BAC if he consumes 5 beers and determine how much above the legal limit of 0.08 this would be.
-
Substitute into the equation to find :
-
Calculate the value of :
-
Now, compare this value with the legal limit:
Thus, according to the model, Sam's BAC would be 0.0473 above the legal limit if he consumes 5 beers.
Would you like further details or have any questions?
Here are some related questions to expand on this topic:
- How does the slope of the regression equation affect predictions?
- What would Sam's BAC be if he consumed a different number of beers, such as 3 or 7?
- How does the intercept in this regression equation influence the predictions?
- What are potential limitations of using this model to predict BAC accurately?
- How could the accuracy of this model be tested or validated?
Tip: When interpreting regression models, always check if the relationship between variables makes practical sense and if assumptions are met for accuracy in predictions.
Ask a new question for Free
By Image
Drop file here or Click Here to upload
Math Problem Analysis
Mathematical Concepts
Linear Regression
Algebra
Slope-Intercept Form
Formulas
y = mx + b
Theorems
Least Squares Regression
Suitable Grade Level
Grades 10-12
Related Recommendation
Predicting Blood Alcohol Content Using Linear Regression: 5 Beers Example
Calculate BAC for a 125-pound Person After Drinking Three 16-ounce Beers
Solving BAC Problems Using Zeroth-Order Kinetics
Blood Alcohol Concentration Analysis Over Time: Graph and Interpretation
Calculate BAC for a 135-lb Woman after Consuming Three Beers