Problem

5 For a normal distribution, $P(X \leq 23.8)=91.92 \%$ and $P(X \leq 17.15)=30.85 \%$. Find the mean and standard deviation.

Answer

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Answer

\boxed{\mu \approx 18.96, \sigma \approx 3.61}

Steps

Step 1 :Given probabilities: $P(X \leq 23.8) = 91.92%$ and $P(X \leq 17.15) = 30.85%$

Step 2 :Find corresponding z-scores: $z_1 = 1.34$ and $z_2 = -0.5$

Step 3 :Set up system of equations using z-score formula: $1.34 = \frac{23.8 - \mu}{\sigma}$ and $-0.5 = \frac{17.15 - \mu}{\sigma}$

Step 4 :Solve the system of equations for mean ($\mu$) and standard deviation ($\sigma$)

Step 5 :\boxed{\mu \approx 18.96, \sigma \approx 3.61}

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