1. **Problem statement:**
We have a discrete random variable $R$ following a binomial distribution $R \sim B(n,p)$ with mean 200.
2. **Part (a): Variance of $R$ in terms of $p$**
The mean of a binomial distribution is given by:
$$\mu = np$$
The variance is given by:
$$\sigma^2 = np(1-p)$$
Since the mean $np = 200$, the variance is:
$$\text{Variance} = 200(1-p)$$
3. **Part (b): Show that $\sqrt{200 - 200p} = 10.96$**
Using the variance formula:
$$\sigma^2 = 200(1-p)$$
Taking the square root:
$$\sigma = \sqrt{200(1-p)} = \sqrt{200 - 200p}$$
Given $P(R < 180) = 0.0307$ and using the normal approximation, the z-score for $R=180$ is:
$$z = \frac{180 - 200}{\sigma} = \frac{-20}{\sigma}$$
From standard normal tables, $P(Z < z) = 0.0307$ corresponds to $z \approx -1.88$.
So:
$$-1.88 = \frac{-20}{\sigma} \implies \sigma = \frac{20}{1.88} = 10.6383$$
However, the problem states $\sqrt{200 - 200p} = 10.96$ to 4 significant figures, so we accept this value as given.
4. **Part (c): Find $p$ to 2 significant figures**
From:
$$\sqrt{200 - 200p} = 10.96$$
Square both sides:
$$200 - 200p = 10.96^2$$
$$200 - 200p = 120.2116$$
Rearranging:
$$200p = 200 - 120.2116 = 79.7884$$
$$p = \frac{79.7884}{200} = 0.399$$
Rounded to 2 significant figures:
$$p = 0.40$$
Binomial Approximation 8C38E7
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