Math Problem Statement
The Higher Education Research Institute at UCLA collected data from 203,967 incoming first-time, full-time freshmen from 270 four-year colleges and universities in the U.S. 71.6% of those students replied that, yes, they believe that same-sex couples should have the right to legal marital status. Suppose that you randomly pick twelve first-time, full-time freshmen from the survey. You are interested in the number that believes that same-sex couples should have the right to legal marital status.
What is the standard deviation (𝜎)? (Round your answer to four decimal places.) 𝜎 =
Solution
This is a binomial probability problem, where we are interested in the standard deviation of a binomial distribution. The binomial distribution has the following properties:
- : number of trials (in this case, 12 freshmen)
- : probability of success (in this case, the probability that a student believes same-sex couples should have the right to legal marital status, which is 0.716)
- : probability of failure (i.e., the complement of the success probability, )
The standard deviation for a binomial distribution is given by the formula:
Step-by-step calculation:
Now, plug these values into the formula:
First, calculate the product inside the square root:
Then, take the square root:
Thus, the standard deviation is approximately 1.5623.
Would you like any additional details or clarifications?
5 Related Questions:
- How do you calculate the mean of a binomial distribution?
- What is the probability that exactly 8 out of the 12 students support same-sex marriage rights?
- How would the standard deviation change if the sample size were increased to 20 students?
- What assumptions must hold true for a distribution to be modeled as binomial?
- How can the normal approximation be used for a binomial distribution?
Tip:
For binomial distributions with large and probabilities close to 0.5, you can use the normal approximation for faster calculations.
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Math Problem Analysis
Mathematical Concepts
Binomial Distribution
Probability
Standard Deviation
Formulas
Standard deviation for binomial distribution: σ = √(n * p * (1 - p))
Theorems
Binomial Theorem
Suitable Grade Level
Grades 10-12
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