ISABELA COLLEGE OF ARTS & TECHNOLOGY, INC. Tagaran, Cauayan City, Isabela, Philippines Telefax: (078) 652-1038 Email: icat_97@yahoo.com.ph / info@icat.edu.ph 2nd Quarter Examination Statistics & Probability A.Y. 2023-2024 Name:________________________________________________________Score:______________________ I. MULTIPLE CHOICE: Choose the correct answer from the choices given and write the letter of your answer on the space provided before the number. ____ 1. Which of the following best defines a random variable? A. A variable that takes on only one fixed value. B. A variable that is determined by a known, predictable process. C. A variable that is completely unrelated to any probabilistic outcomes. D. A variable whose outcome is uncertain and can be mapped to a numerical value. ____ 2. If W is a random variable with a normal distribution, which of the following statements is true regarding the standard deviation of W? A. The standard deviation is always equal to the mean. B. Increasing the standard deviation results in a narrower distribution. C. The standard deviation uniquely determines the shape of the distribution. D. The standard deviation is a measure of the spread or variability of the distribution. ____ 3. If a random variable X can take any value within a given range, it is classified as: A. Continuous B. Deterministic C. Discrete D. Nominal ____ 4. Suppose you roll two fair six-sided dice. Let Y be the sum of the numbers obtained. What type of random variable is Y? A. Continuous B. Deterministic C. Discrete D. Nominal ____ 5. For a normal distribution, which of the following statements is true about the mean and median? C. The mean is always greater than the median. A. They are always equal. B. The mean is always less than the median. D. The relationship varies and cannot be generalized. ____ 6. For a normal distribution, what is the shape of the probability density function (PDF)? A. Bell-shaped curve B. Uniform distribution C. Exponential decay D. Skewed to the right ____ 7. What is a sampling distribution? A. The distribution of the entire population. B. The distribution of sample sizes in a population. C. The distribution of a random variable in a specific sample. D. The distribution of sample means or other statistics over many samples. ____ 8. Which of the following sampling methods is most likely to produce a representative sample? A. Convenience sampling C. Simple random sampling B. Purposive sampling D. Snowball sampling ____9. What is a parameter in statistics? A. A measure of central tendency. B. An estimate of the standard deviation. C. A descriptive measure calculated from a sample. D. A characteristic or numerical value that describes a population. ___ 10. Which of the following is a measure of central tendency? A. Median B. Range C. Standard Deviation ___ 11. What is the null hypothesis in hypothesis testing? A. The hypothesis that is always accepted. B. The hypothesis that is always rejected. C. A statement that there is no effect or relationship. D. A statement that there is a significant effect or relationship. D. Variance ____ 12. In a class of 25 students, the teacher recorded the number of books each student read over the summer. The data set is {2, 3, 4, 5, 6, 7, 10}. Find the median number of books read. A. 5 books B. 6 books C. 7 books D. 8 books ____ 13. A group of friends recorded their ages: {25, 28, 30, 32, 40}. Calculate the mode of their ages. A. 28 B. 30 C. 32 D. No mode ____ 14. A survey asked participants about the number of hours they sleep per night. The data set is {6, 7, 7, 8, 9}. Find the range of the hours of sleep. A. 2 hours B. 3 hours C. 4 hours D. 5 hours ____ 15. The monthly salaries (in dollars) of a group of employees are: {3000, 3500, 4000, 4500, 6000}. Calculate the mean salary. A. $4000 B. $4500 C. $5000 D. $5500 II. PROBLEM SOLVING 16-45. Given below are the scores of Grade 12 PRE BACC in their Statistics and Probability quiz with the number of students belonging to their score range (frequency). Scores f 16-20 12 21-25 25 26-30 37 31-35 26 cf lb x fx ̅ 𝒙−𝒙 (𝒙 − 𝒙 ̅) 𝟐 ̅) 𝟐 𝒇(𝒙 − 𝒙 Questions: 46-50. Compute the mean, standard deviation, and variance. Prepared by: Noted by: EDA MAY C. SIMON, LPT Subject Teacher ROSE ANDREA G. BATOON, LPT Teacher-In-Charge