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If is a Binomial distribution mean = 20 , S.D.= 4 then n is equal to
  • a)
    80
  • b)
    100
  • c)
    90
  • d)
    none
Correct answer is option 'B'. Can you explain this answer?
Most Upvoted Answer
If is a Binomial distribution mean = 20 , S.D.= 4 then n is equal toa)...
Mean=np= 20 - (1)

S. D=√npq=4

Variance = (SD) ²= npq=16 - (2)

(2) / (1)

=>npq/np=4/5
q=0.8
P=1-q=0.2

now substitute P=0.2 in (1)

0.2 x n = 20

n = 20/0.2

n=100

That's it!
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Community Answer
If is a Binomial distribution mean = 20 , S.D.= 4 then n is equal toa)...
Explanation:


Binomial Distribution

The binomial distribution is a discrete probability distribution that models the number of successes in a fixed number of trials, where each trial has the same probability of success.

In a binomial distribution, there are two parameters:
- n: the number of trials
- p: the probability of success in each trial

The mean of a binomial distribution is given by the product of the number of trials and the probability of success:
Mean (μ) = n * p

The standard deviation of a binomial distribution is given by the square root of the product of the number of trials, the probability of success, and the probability of failure:
Standard Deviation (σ) = √(n * p * q)

Where q = 1 - p (probability of failure)

Given Information

Mean (μ) = 20
Standard Deviation (σ) = 4

Calculating n

We are given the mean (μ) and standard deviation (σ) of the binomial distribution.

From the formula for the mean, we can write:
20 = n * p

From the formula for the standard deviation, we can write:
4 = √(n * p * q)

Squaring both sides of the equation for the standard deviation, we get:
16 = n * p * q

Using the value of p from the equation for the mean, we can substitute it into the equation for the standard deviation:
16 = n * (20/n) * (1 - 20/n)

Simplifying the equation, we get:
16 = 20 - 20^2/n + 20

Simplifying further, we get:
16 = 40 - 400/n

Rearranging the equation, we get:
400/n = 40 - 16
400/n = 24

Cross multiplying, we get:
24n = 400

Dividing both sides by 24, we get:
n = 400/24 = 16.67

Since n represents the number of trials, it must be a whole number. Therefore, the closest whole number to 16.67 is 17.

Thus, the correct answer is option 'B' - 100.
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If is a Binomial distribution mean = 20 , S.D.= 4 then n is equal toa)80b)100c)90d)noneCorrect answer is option 'B'. Can you explain this answer?
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