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Question 2
The random variable $X \sim N(\mu, 5^2)$ and $P(X < 23) = 0.9192$ (a) Find the value of $\mu$. (b) Write down the value of $P(\mu < X < 23)$.
Step 1
Answer
To find the value of , we first standardize the given variable using the formula:
In this case, and we know that:
We can standardize this:
From the standard normal distribution table, a probability of 0.9192 corresponds to a Z-value of approximately 1.40. Therefore, we set:
Now, solving for :
Step 2
Answer
Since we have found , we need to calculate:
This is equivalent to:
Using the properties of the normal distribution:
Thus, . Therefore:
In conclusion, the answer is:
.
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