61.2k views
0 votes
I need help with my homework PLEASE CHECK WORK WHEN DONENUMBER 3

I need help with my homework PLEASE CHECK WORK WHEN DONENUMBER 3-example-1

1 Answer

3 votes

The point here is to calculate the area of the curve between 200 to 800 because it's a distribution of probability and even more, it's a normal distribution then look at it we can already see that the standard variation is 100 and the mean is 500, then


\begin{gathered} X\sim N(500,100^2) \\ X\operatorname{\sim}N(\mu,\sigma^2) \end{gathered}

Then we must find


P(200\leq X\leq800)

In fact, we are doing


P(\mu-3\sigma\leq X\leq\mu+3\sigma)

The normal distribution is symmetrical then


P(\mu-3\sigma\leq X\leq\mu+3\sigma)=2P(\mu-3\sigma\leq X\leq\mu)=2P(\mu\leq X\leq\mu+3\sigma)

Therefore we can just evaluate


P(\mu-3\sigma\leq X\leq\mu+3\sigma)=2P(\mu\leq X\leq\mu+3\sigma)

But why use the standard deviation and the mean? because we already know that value!


\begin{gathered} P(\mu\leq X\leq\mu+\sigma)=0.3413 \\ \end{gathered}

For 2*standard deviation


P(\mu\leq X\leq\mu+2\sigma)=0.4772

And our case, for 3*standard deviation


P(\mu\leq X\leq\mu+3\sigma)=0.4987

Therefore


\begin{gathered} 2P(\mu\leq X\leq\mu+3\sigma)=2\cdot0.4987 \\ \\ 2P(\mu\leqslant X\leqslant\mu+3\sigma)=0.9974 \end{gathered}

Let's go back to our original equation


P(200\leq X\leq800)=0.9974

Then 99.74% of the students score between 200 and 800, now just do 99.8% of 1000


99.8\%\text{ of 1000 = 998 students}

Hence, 998 students scored between 200 and 800

User Akora
by
4.1k points