Cosmic Radiation
1. **Problem statement:** We have a normal distribution for cosmic radiation exposure with mean $\mu = 4.35$ mrem and standard deviation $\sigma = 0.59$ mrem. We want to find probabilities for two cases:
(i) The exposure is between 4.00 and 5.00 mrem.
(ii) The exposure is at least 5.50 mrem.
2. **Formula and rules:** For a normal random variable $X \sim N(\mu, \sigma^2)$, the standardized variable is
$$Z = \frac{X - \mu}{\sigma}$$
which follows the standard normal distribution $N(0,1)$. We use the standard normal table or a calculator to find probabilities.
3. **Calculate for (i):**
Convert 4.00 and 5.00 to $Z$-scores:
$$Z_1 = \frac{4.00 - 4.35}{0.59} = \frac{-0.35}{0.59} \approx -0.5932$$
$$Z_2 = \frac{5.00 - 4.35}{0.59} = \frac{0.65}{0.59} \approx 1.1017$$
Find probabilities from standard normal table:
$$P(4.00 < X < 5.00) = P(Z_1 < Z < Z_2) = P(Z < 1.1017) - P(Z < -0.5932)$$
Using standard normal CDF values:
$$P(Z < 1.1017) \approx 0.8643$$
$$P(Z < -0.5932) = 1 - P(Z < 0.5932) \approx 1 - 0.7236 = 0.2764$$
So,
$$P(4.00 < X < 5.00) = 0.8643 - 0.2764 = 0.5879$$
4. **Calculate for (ii):**
Convert 5.50 to $Z$-score:
$$Z = \frac{5.50 - 4.35}{0.59} = \frac{1.15}{0.59} \approx 1.9492$$
Find probability:
$$P(X \geq 5.50) = P(Z \geq 1.9492) = 1 - P(Z < 1.9492)$$
From standard normal table:
$$P(Z < 1.9492) \approx 0.9744$$
Therefore,
$$P(X \geq 5.50) = 1 - 0.9744 = 0.0256$$
**Final answers:**
(i) Probability exposure is between 4.00 and 5.00 mrem is approximately $0.588$.
(ii) Probability exposure is at least 5.50 mrem is approximately $0.026$.
These probabilities tell us how likely it is for a person to receive radiation in those ranges during a flight.