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As part of a college literature course, students must select three classic works of literature from the provided list and complete critical book reviews for each selected work. Write a short description of the processes that can be used to generate a simple random sample of three books. Obtain a simple random sample of size 3 from this list. E. Click the icon to view the classic works list. Which of the following would produce a simple random sample? Select all that apply. \( \square \) A. List the names in alphabetical order and take the first three on the list. \( \square \) B. Number the books from 1 to 9 and use a random number table to produce 3 different one digit numbers corresponding to the books selected. \( \square \) C. List each book on a separate piece of paper, place them all in a hat, and pick three. \( \square \) D. Ask someone their opinion on which three books are best, and select those three.

Ask by Mathis Bird. in the United States
Jan 22,2025

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Answer

To create a simple random sample of three books from a list of nine, you can: 1. **Number the Books:** Assign each book a unique number from 1 to 9. 2. **Use Random Numbers:** Generate three unique random numbers within this range. 3. **Select Corresponding Books:** Choose the books that match the selected numbers. **Example:** - Numbered books: 1 to 9 - Random numbers: 2, 5, 8 - Selected books: *1984*, *Moby Dick*, *The Odyssey* **Which methods produce a simple random sample?** - **B.** Number the books and use a random number table. - **C.** Draw slips with book names and pick three randomly. **Selected Answers:** B and C

Solution

Generating a **simple random sample** ensures that every possible combination of books has an equal chance of being selected. Here are processes to achieve this: 1. **Random Number Generation:** - **Assign Numbers:** Start by numbering each book on the provided list from 1 to *N* (where *N* is the total number of books). - **Select Random Numbers:** Use a random number generator or a random number table to select three unique numbers within this range. - **Select Corresponding Books:** Choose the books that correspond to the randomly generated numbers. 2. **Random Drawing:** - **Prepare Slips:** Write each book’s name on an identical piece of paper. - **Mix Thoroughly:** Place all slips into a container (like a hat) and ensure they are well mixed. - **Draw Randomly:** Blindly draw three slips without looking, ensuring each draw is independent. **Example of Obtaining a Simple Random Sample:** Assume the classic works list consists of the following 9 books: 1. *Pride and Prejudice* by Jane Austen 2. *1984* by George Orwell 3. *To Kill a Mockingbird* by Harper Lee 4. *The Great Gatsby* by F. Scott Fitzgerald 5. *Moby Dick* by Herman Melville 6. *War and Peace* by Leo Tolstoy 7. *Hamlet* by William Shakespeare 8. *The Odyssey* by Homer 9. *Crime and Punishment* by Fyodor Dostoevsky **Using Random Number Generation:** - **Step 1:** Number each book from 1 to 9 as shown above. - **Step 2:** Use a random number table or generator to pick three unique numbers. Suppose the numbers generated are 2, 5, and 8. - **Step 3:** The selected books are: - *1984* by George Orwell - *Moby Dick* by Herman Melville - *The Odyssey* by Homer **Multiple Choice Question:** *Which of the following would produce a simple random sample? Select all that apply.* - \( \square \) **A.** List the names in alphabetical order and take the first three on the list. *_Explanation:_* This method is **not** random as it depends on the ordering of the list. - \( \boxed{\text{☑️ }} \) **B.** Number the books from 1 to 9 and use a random number table to produce 3 different one-digit numbers corresponding to the books selected. *_Explanation:_* This method **is** a simple random sample as it uses random numbers to select books. - \( \boxed{\text{☑️ }} \) **C.** List each book on a separate piece of paper, place them all in a hat, and pick three. *_Explanation:_* This method **is** a simple random sample as it involves random drawing without bias. - \( \square \) **D.** Ask someone their opinion on which three books are best, and select those three. *_Explanation:_* This method is **not** random as it relies on personal opinions, introducing selection bias. **Selected Answers:** **B** and **C** produce simple random samples.

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The Deep Dive

To generate a simple random sample of three books from the list, one effective process is to number each book sequentially and then employ a random number generator to select three distinct numbers. This ensures every book has an equal chance of being picked, leading to an unbiased sample. Another enjoyable method involves writing each book title on individual slips of paper, placing them in a bag or hat, and drawing three at random. This allows for an element of surprise in your selection! From the given options, B (using a random number table to produce three different numbers) and C (picking from a hat) would produce a simple random sample. Option A is biased as it favors the first three books, and option D relies on personal opinion, which introduces subjectivity into the selection process.

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