Engineering maths Calculate probability within both binomially distributed and normally distributed

Marvin Mccormick

Marvin Mccormick

Answered question

2021-09-20

Engineering maths
Calculate probability within both binomially distributed and normally distributed random variables.

Answer & Explanation

Derrick

Derrick

Skilled2021-09-21Added 94 answers

Step 1
As per given by the question, calculate probability within both binomially distributed and normally distributed random variables.
Now,
According to Binomial distributed:
The binomial distributed with parameter n and p is probability distribution that summarizes the likelihood a value will take one of two independent values under a given set of parameters.
Px=(beg{array}{c}nxend{array})pxpnx
Where, P is binomial probability, x is the number of times for specific outcomes within n trails, (beg{array}{c}nxend{array}) is number of combinations.
Step 2
For example:
Suppose the probability of purchasing a defective computer is 0.02. what is the probability of purchasing 2 defective computer in a group of 12.
Here,
x=2,n=12,and p=0.02
So,
p(x=2)=n!x!(nx)!px(1p)nx
=10!2!(102)!(0.02)2(10.02)102
=0.01531
Step 3
Now,
According to normally distributed:
The normal distribution probability is a probability that is continuous probability distribution and this has several implications for probability.
From formula,
f(x)=1σ2πe(xμ)22σ2
Where, μ is the mean of x, and σ is the standard deviations of x.
Hence, the total area under the normal curve is equal to 1.

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