Math Problem Statement
Solution
The image contains a problem involving a normal distribution for daily screen time. Here's a breakdown of the key details:
- Mean screen time () = 8.35 hours
- Standard deviation () = 1.9 hours
- The questions involve finding probabilities and specific values related to the normal distribution.
Solutions:
a. Probability between 3 and 8 hours of screen time
- The probability is given as 0.5395. This likely involves calculating the area under the normal curve between 3 and 8 hours using a Z-table or a calculator.
b. Hours of screen time to be in the top 3%
- The required screen time is 16.18 hours. This corresponds to the 97th percentile of the distribution (top 3%).
c. Probability of more than 5 hours of screen time
- The probability is 0.9099. This involves finding the area under the normal curve to the right of 5 hours.
Would you like a detailed explanation of any of these calculations or a step-by-step breakdown?
Here are 5 follow-up questions that could expand on this topic:
- How do you calculate the Z-score for a specific value in a normal distribution?
- What is the relationship between percentiles and Z-scores?
- How can the area under the normal curve be used to find probabilities?
- Why is it important to understand the concept of standard deviation in real-world contexts?
- How would the answers change if the standard deviation were larger or smaller?
Tip: When working with normal distributions, always remember to convert raw scores to Z-scores for easier probability lookup!
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Math Problem Analysis
Mathematical Concepts
Normal Distribution
Probability
Percentiles
Z-Scores
Formulas
Z = (X - μ) / σ
P(Z1 < Z < Z2)
P(X > X1)
Theorems
Empirical Rule
Properties of the Normal Distribution
Suitable Grade Level
Grades 11-12 (Advanced High School) or Introductory College Level
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