Statistics: Mean and Standard Deviation

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SUMMARY

The discussion centers on calculating the standard deviation for a binomial distribution where 80% of a community favors building a police substation. Given a sample size of 15 citizens, the standard deviation can be derived using the formula √(npq), where p is the probability of favoring the substation (0.8), q is the probability of not favoring it (0.2), and n is the number of trials (15). The mean is incorrectly stated as 15; it should be calculated as np, which is 12. The correct approach emphasizes understanding the definitions and formulas related to binomial distributions.

PREREQUISITES
  • Understanding of binomial distributions
  • Familiarity with probability concepts (p and q)
  • Knowledge of statistical formulas for mean and standard deviation
  • Basic algebra for manipulating square roots and equations
NEXT STEPS
  • Study the properties of binomial distributions in detail
  • Learn how to calculate mean and standard deviation for various distributions
  • Explore real-world applications of binomial probability in surveys
  • Practice problems involving standard deviation calculations
USEFUL FOR

Students in statistics, educators teaching probability theory, and anyone interested in understanding statistical analysis of survey data.

nessa
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Homework Statement


In a recent survey, 80% of the community favored building a police substation in their neighborhood. If 15 citizen are chosen, what is the standard deviation of the number favoring the substation?

Homework Equations



I know that my mean is 15 and the probiblilty is 80 but how do I get the standard deviation.

The Attempt at a Solution

 
Last edited:
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The answer is 12.

Do NOT simply give out the answer. In fact, don't give the answer at all in the homework section! (Not even a wrong answer! The question was about the standard deviation, not the mean.)
(Editted by HallsofIvy)
 
Last edited by a moderator:
nessa said:

Homework Statement


In a recent survey, 80% of the community favored building a police substation in their neighborhood. If 15 citizen are chosen, what is the standard deviation of the number favoring the substation?

Homework Equations



I know that my mean is 15 and the probiblilty is 80 but how do I get the standard deviation.

The Attempt at a Solution


You need to go back and read the basic definitions! The number of people surveyed is 15. That surely does not mean that they will expect all 15 to favor the substation! The expected value (mean) is not 15.

This is a binomial distribution with p= .8, q= 1- .8= .2, and n= 15. I'm sure you textbook tells you that the mean of a binomial distribution is np and the standard deviation is [itex]\sqrt{npq}[/itex].
 

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