I need to use factorials and doing it step-by-step for the bio normal probability formula Please help me figure this A through C step-by-step they want the factorial symbol! When showing my work

I need to use factorials and doing it stepbystep for the bio normal probability formula Please help me figure this A through C stepbystep they want the factoria class=

Respuesta :

Using the binomial distribution, it is found that the probabilities are given as follows:

  • P(X = 4) = 0.1268.
  • P(X = 2) = 0.2835.
  • [tex]P(X \leq 3) = 0.9841[/tex]

What is the binomial distribution formula?

The formula is:

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

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

The parameters are:

  • x is the number of successes.
  • n is the number of trials.
  • p is the probability of a success on a single trial.

Item 1:

The parameters are:

n = 15, p = 0.4, x = 4.

Hence:

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

[tex]P(X = 4) = C_{15,4}.(0.4)^{4}.(0.6)^{11} = 0.1228[/tex]

Item 2:

The parameters are:

n = 12, p = 0.2, x = 2.

Hence:

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

[tex]P(X = 2) = C_{12,2}.(0.2)^{2}.(0.8)^{10} = 0.2835[/tex]

Item 3:

The parameters are:

n = 20, p = 0.05.

The probability is:

[tex]P(X \leq 3) = P(X = 0) + P(X = 1) + P(X = 2) + P(X = 3)[/tex]

The formula is the same used in previous exercices, hence, using a calculator.

[tex]P(X \leq 3) = P(X = 0) + P(X = 1) + P(X = 2) + P(X = 3) = 0.3585 + 0.3774 + 0.1887 + 0.0596 = 0.9841[/tex]

More can be learned about the binomial distribution at https://brainly.com/question/24863377

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