A probability class has 30 students. As part of an assignment, each student tosses a coin 200 times and records the number of heads. Approximately what is the chance that no student gets exactly 100 heads?

Respuesta :

Solution:

 The probability that a student gets exactly 100 heads out of 200

We have to combination(P&C) of 200 with 100 (200C100)/2^200  

= (200!)/(100! * 100! * 2^200) = P  

The probability that the student doesn't get exactly 100 heads out of 200 = 1-P  

The probability that all 30 students can't get exactly 100 heads out of 200 = (1-P)^30  

 [1- (200!)/(100! * 100! * 2^200)]^30


= 17.45% approximately.


This is the required solution.



Answer:

17.58% probability that no student gets exactly 100 heads

Step-by-step explanation:

We use the binomial probability distribution twice to solve this question.

Binomial probability distribution

The binomial probability is the probability of exactly x successes on n repeated trials, and X can only have two outcomes.

[tex]P(X = x) = C_{n,x}.p^{x}.(1-p)^{n-x}[/tex]

In which [tex]C_{n,x}[/tex] is the number of different combinations of x objects from a set of n elements, given by the following formula.

[tex]C_{n,x} = \frac{n!}{x!(n-x)!}[/tex]

And p is the probability of X happening.

Probability of a single student getting 100 heads.

The coin is tossed 200 times, so [tex]n = 100[/tex]

For each toss, 50% probability of getting heads, so [tex]p = 0.5[/tex]

Then

[tex]P(X = x) = C_{n,x}.p^{x}.(1-p)^{n-x}[/tex]

[tex]P(X = 100) = C_{200,100}.(0.5)^{100}.(0.5)^{100} = 0.0563[/tex]

Approximately what is the chance that no student gets exactly 100 heads?

Each student has a 5.63% probability of getting exactly 100 heads, so [tex]p = 0.0563[/tex]

30 students, so [tex]n = 30[/tex]

We have to find P(X = 0).

[tex]P(X = x) = C_{n,x}.p^{x}.(1-p)^{n-x}[/tex]

[tex]P(X = 0) = C_{30,0}.(0.0563)^{0}.(0.9437)^{30} = 0.1758[/tex]

17.58% probability that no student gets exactly 100 heads