A random variable X counts the number of successes in 20 independent trials. The probability that any one trial is unsuccessful is 0.42. What is the probability of exactly eight successful trials

Respuesta :

Answer:

[tex] P(X=8)[/tex]

And using the probability mass function we got:

[tex]P(X=8)=(20C8)(0.58)^8 (1-0.58)^{20-8}=0.0486[/tex]

Step-by-step explanation:

Let X the random variable of interest, on this case we now that:

[tex]X \sim Binom(n=20, p=1-0.42=0.58)[/tex]

The probability mass function for the Binomial distribution is given as:

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

Where (nCx) means combinatory and it's given by this formula:

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

And we want to find this probability:

[tex] P(X=8)[/tex]

And using the probability mass function we got:

[tex]P(X=8)=(20C8)(0.58)^8 (1-0.58)^{20-8}=0.0486[/tex]

The probability of exactly eight successful trials is 0.0486 and this can be determined by using the formula of the probability mass function.

Given :

  • A random variable X counts the number of successes in 20 independent trials.
  • The probability that any one trial is unsuccessful is 0.42.

According to the binomial distribution, the probability mass function is given by:

[tex]\rm P(X) = \; (^nC_x )(p^x)(1-p)^{n-x}[/tex]

where the value of n is 20 and the value of (p = 1 - 0.42 = 0.58).

Now, substitute the values of known terms in the above expression of probability mass function.

[tex]\rm P(X=8) = \; (^{20}C_8 )((0.58)^8)(1-0.58)^{20-8}[/tex]

Simplify the above expression in order to determine the probability of exactly eight successful trials.

P(X = 8) = 0.0486

For more information, refer to the link given below:

https://brainly.com/question/23017717