Math Problem Statement
solve question no 5 part b
Solution
Question 5(b) involves solving a problem related to the normal distribution and probabilities involving completion time of a table. Let's go step by step.
Problem Breakdown:
Given that the average time to complete a table is 10 minutes with a standard deviation of 2 minutes, we need to find:
- The probability that a nurse has just started the task and will complete it within the next 8 to 10 minutes.
This can be solved using the normal distribution properties.
Solution Steps:
-
Define the Normal Distribution: The completion time follows a normal distribution with: where (mean) and (standard deviation).
-
Find the probability that the nurse will complete the task within 8 to 10 minutes.
This requires calculating the probability .
To do this, we will convert the time into the Z-scores using the formula: For minutes: For minutes:
-
Find the corresponding probabilities:
Using standard normal distribution tables:
- The probability corresponding to is approximately 0.1587.
- The probability corresponding to is 0.5.
-
Calculate the final probability: The probability that the nurse completes the task within 8 to 10 minutes is:
Thus, the probability that the nurse completes the task in 8 to 10 minutes is approximately 0.3413 or 34.13%.
Would you like further details on this solution or have any other questions?
Here are 5 related questions to explore further:
- How do we interpret Z-scores in a normal distribution?
- What is the empirical rule in the context of normal distributions?
- How can we use the cumulative distribution function (CDF) to find probabilities in normal distribution?
- What is the significance of the mean and standard deviation in normal distribution problems?
- How do we apply normal distribution in real-life healthcare scenarios?
Tip: For normal distribution problems, always convert raw data points to Z-scores for easy calculation of probabilities using standard normal tables.
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Math Problem Analysis
Mathematical Concepts
Normal Distribution
Probability
Z-scores
Formulas
Z = (X - μ) / σ
P(8 ≤ T ≤ 10) = P(Z2) - P(Z1)
Theorems
Properties of Normal Distribution
Z-Score Calculation
Suitable Grade Level
Undergraduate Pharmacy or Statistics Students
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