Everyday Jo practices her tennis serve by continually serving until she has had a total of 50 successful serves.

If each of her serves is, independent of previous ones, successful with probability .4, approximately what is the probability she will need more than 100 serves to accomplish her goal?Hint: Imagine even if Jo is successful that she continues to server until she has served exactly 100 times.

What must be true about her first 100 serves if she is to reach her goal?

Respuesta :

Answer:

To reach her goal in the first 100 serves she has to have 50 successful services. This happens with a probability of 2%.

That means she has 98% chances of needing more than 100 serves to reach her goal.

Step-by-step explanation:

The condition for Jo to need more than 100 serves is that she do not accomplish 50 successful serves in 100 tries.

We have a probability sample of possible results that hass a binomial distribution, with n=100 and p=0.4.

As n is large enough, we will approximate it with a normal distribution. The parameters of the normal distribution are:

[tex]\mu=np=100\cdot0.4=40\\\\\sigma=\sqrt{np(1-p)}=\sqrt{100\cdot0.4\cdot0.6}=\sqrt{24}=4.9[/tex]

We need the to calculate the probability that the amount of successful services is less than 50, so that she needs more than 100 serves. This is:

[tex]P(X<50)[/tex]

We calculate the z value for X:

[tex]z=(X-\mu)/\sigma=(50-40)/4.9=2.04[/tex]

Then we have

[tex]P(X<50)=P(z<2.04)=0.98[/tex]

That means that there is 98% probability that she will need more than 100 serves to reach her goal.