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A medical device company knows that 11% of patients experience injection-site reactions with the current needle. If 4 people receive injections with this type of needle, what is the probability that none of the 4 people get an injection-site reaction? 0.0001 0.3726 0.4400 0.6274

Sagot :

Answer:  0.6274

Step-by-step explanation:

Given: The proportion of patients experience injection-site reactions with the current needle : p=0.11

Sample size : n= 4

Let x be a binomial random variable that represents the people get an injection-site reaction.

Binomial probability formula: [tex]P(X=x)= ^nC_x p^x(1-p)^{n-x}[/tex]

The required probability : P(x=0)

[tex]=\ ^4C_0(0.11)^0(1-0.11)^4\\\\=(1)(1)(0.89)^4\\\\=0.62742241\\\approx0.6274[/tex]

Hence, the  probability that none of the 4 people get an injection-site reaction =  0.6274

The probability that none of the 4 people get an injection-site reaction would be 0.6274.

How to find that a given condition can be modelled by binomial distribution?

Binomial distributions consists of n independent Bernoulli trials.

Bernoulli trials are those trials which end up randomly either on success (with probability p) or on failures( with probability 1- p = q (say))

Suppose we have random variable X pertaining to binomial distribution with parameters n and p, then it is written as

[tex]X \sim B(n,p)[/tex]

The probability that out of n trials, there'd be x successes is given by

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

A medical device company knows that 11% of patients experience injection-site reactions with the current needle.

If 4 people receive injections with this type of needle.

The proportion of patients who experience injection-site reactions with the current needle

p=0.11

Sample size : n= 4

Let a binomial random variable be x that represents the people who get an injection-site reaction.

Binomial probability formula:

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

The required probability :

P(x=0)

[tex]=\ ^4C_0(0.11)^0(1-0.11)^4\\\\=(1)(1)(0.89)^4\\\\=0.62742241\\\\\approx0.6274[/tex]

Hence, the probability that none of the 4 people get an injection-site reaction would be 0.6274.

Learn more about binomial distribution here:

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