Mean Maximum Value
1. **State the problem:** We want to understand the formula for the mean maximum value $b$ given by
$$b = a + \frac{3s}{\sqrt{n}}$$
where $a$ is the school mean, $s$ is the sample spread about the mean, and $n$ is the sample size.
2. **Explain the formula:**
- The term $a$ represents the baseline mean value.
- The term $\frac{3s}{\sqrt{n}}$ is an adjustment that depends on the sample spread and size.
- As $n$ increases, $\sqrt{n}$ increases, making $\frac{3s}{\sqrt{n}}$ smaller, so $b$ approaches $a$.
3. **Important rules:**
- The square root function $\sqrt{n}$ grows slower than $n$.
- The fraction $\frac{3s}{\sqrt{n}}$ decreases as $n$ increases.
4. **Intermediate work:**
- For example, if $a=50$, $s=10$, and $n=25$, then
$$b = 50 + \frac{3 \times 10}{\sqrt{25}} = 50 + \frac{30}{5} = 50 + 6 = 56$$
5. **Interpretation:**
- The graph shows $b$ starting at $a$ when $n$ is small and increasing as $n$ grows, but the increase slows down because of the $\frac{1}{\sqrt{n}}$ term.
- This means the maximum mean value $b$ is always above $a$ by an amount that decreases as the sample size $n$ increases.
**Final answer:** The formula $b = a + \frac{3s}{\sqrt{n}}$ models how the mean maximum value $b$ depends on the school mean $a$, sample spread $s$, and sample size $n$, with $b$ approaching $a$ as $n$ becomes large.