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Use the following information to answer the next eight exercises: 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. 71.3% 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 eight 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. In words, define the random variable \(X\).

Short Answer

Expert verified
The random variable \(X\) is the number of students, out of the eight randomly selected freshmen, who believe same-sex couples should have the right to legal marital status.

Step by step solution

01

Understanding the Random Variable

The random variable in this problem is used to represent the phenomenon we are interested in. We need to identify what exactly is being measured or counted.
02

Identifying the Random Process

The random process here involves selecting eight first-time, full-time freshmen randomly from the survey data. This selection involves uncertainty because each student has a certain probability of believing or not believing that same-sex couples should have the right to legal marital status.
03

Defining the Random Variable X

The random variable \(X\) is defined as the number of students, out of the eight randomly selected freshmen, who believe that same-sex couples should have the right to legal marital status. Essentially, \(X\) measures how many of the selected students from the group of eight share this belief.

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Key Concepts

These are the key concepts you need to understand to accurately answer the question.

Probability
Probability is a fundamental concept in statistics and mathematics. It's all about measuring how likely an event is to happen. Here, we're talking about probability in the context of a survey analysis on first-time freshmen who believe in right to legal marital status for same-sex couples. To get a grip on this, think about flipping a coin. The chance of it landing on heads is a classic example of probability, which is 0.5 or 50%. Now, when we poll eight freshmen, we can use probability to predict how many of these students will agree with the survey statement.

One crucial component when calculating probability here is to know the percentage of approval from our sample data. In this case, it's known that 71.3% of the surveyed students agreed with the statement. When you randomly select the small group of eight, you're essentially sampling from this larger group and using probability to statistically estimate the outcomes. This can help us understand more significant trends in the data, one tiny sample at a time.
  • Probability calculation: Here, it helps predict future outcomes based on current data.
  • Relevance in surveys: It's crucial to understanding trends and making accurate generalizations.
Survey Data
Survey data represents the core vehicle for collecting valuable information from a defined group of people. In this case, the survey examined first-time freshmen at various U.S. colleges. One of the exciting properties of survey data is its ability to transform large-scale opinions into digestible statistics. It allows institutions like the Higher Education Research Institute to capture prevalent beliefs and behaviors among the youth.

Through surveys, we learn not just about individual preferences, but also observe trends over time and between different groups. When handling survey data, it's crucial to maintain representativeness 鈥 meaning each segment of the population is appropriately reflected in the survey results. The surveyed sample here comprised 203,967 incoming freshmen, providing a snapshot of incoming students' views at the time of the data collection. Such a sample size significantly enhances the reliability of the probability estimates derived from the data.
  • Utility of survey data: Collect insights and reflect broader population trends.
  • Sample representativeness: Ensures the survey outcomes are reliable and reflective of the larger group.
First-Time Freshmen
First-time freshmen are a unique component of the student population in educational surveys. These are individuals experiencing their very first year of full-time study at a four-year institution. The insights gathered from this group are essential because they offer a fresh perspective, largely uninfluenced by advanced years of education.

By focusing on first-time freshmen, researchers aim to grasp the initial beliefs and attitudes that students bring to universities. It can provide clues about the evolving priorities and values among young adults embarking on higher education. This makes their responses particularly insightful for understanding shifts in societal norms and values. In our given survey, focusing on first-time college students helps analyze the prevalence of beliefs about same-sex marriage rights among young students, contributing valuable information for policymakers and educators.
  • Importance: Offers insight into the initial beliefs of young adults entering higher education.
  • Survey relevance: Their perspectives can indicate broader societal changes and trends.

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Most popular questions from this chapter

Use the following information to answer the next eight exercises: 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. 71.3% 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 eight 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 probability that at least two of the freshmen reply 鈥測es鈥?

Use the following information to answer the next six exercises: On average, a clothing store gets 120 customers per day. What is the probability of getting 35 customers in the first four hours? Assume the store is open 12 hours each day.

Complete the expected value table. $$\begin{array}{|l|l|}\hline x & {P(x)} & {x^{*} P(x)} \\ \hline 0 & {0.2} \\\ \hline 1 & {0.2} \\ \hline 2 & {0.4} \\ \hline 3 & {0.2} \\\ \hline\end{array}$$

Use the following information to answer the next four exercises. Recently, a nurse commented that when a patient calls the medical advice line claiming to have the flu, the chance that he or she truly has the flu (and not just a nasty cold) is only about 4%. Of the next 25 patients calling in claiming to have the flu, we are interested in how many actually have the flu. Find the probability that at least four of the 25 patients actually have the flu.

Use the following information to answer the next six exercises: On average, eight teens in the U.S. die from motor vehicle injuries per day. As a result, states across the country are debating raising the driving age. Is it likely that there will be no teens killed from motor vehicle injuries on any given day in the U.S? Justify your answer numerically.

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