MidSem Exam Answers

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University of Technology Sydney *

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23565

Subject

Economics

Date

Jun 7, 2024

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pdf

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21

Uploaded by jamiebournelis02

1. Delta Data is providing free comprehensive access to all mutual fund corporate actions to help stabilize the pooled investment community. The director of the Department of Fixed Income is looking into the performance of investment managers in her team so she can report to the CFO. She would like to calculate the average number of weeks of having positive returns for her team members. The director however understands the effect of mutual fund categories chosen by her team members on the actual portfolio performance. Some managers choose to invest in green energy, whereas some others opt for manufacturing sector. What is the random variable of interest here? a. Mutual fund corporate actions. b. Number of weeks of having positive returns. c. The category of mutual funds. d. Annual performance of Delta Data. 2. What is the random variable of interest when the research question is “what is the probability that someone aged between 30 and 49 years has a qualification?” a. The age of people. b. The proportion of people having a school qualification aged between 30 and 49 years. c. Whether or not someone has a school qualification aged between 30 and 49 years. d. Whether or not someone has a school qualification. 3. The Australian Research Council is interested in the average performance of university researchers from Australian universities in terms of their research output. What is the population of interest? a. The research output of all universities in Australia b. The research output of researchers from all universities in Australia c. The research output of all researchers in Australia d. The research output of Australia
4. Which of the following statement is true? a. Population size is always either very large or infinity. b. Sample size determines sampling error. c. Sample variance and population variance are the same when their sizes are the same. d. Sample mean and population mean are the same when their sizes are the same. 5. Which of the following statement is incorrect? a. Coefficient of variation is similar to standard deviation which can be used to compare random variables in different units, such as weight in kilograms and height in meters. b. Daily temperature recorded in Fahrenheit is a continuous random variable of interval measurement scale. c. Risk-averse investors tend to prefer a stock whose returns show smaller variation over those whose returns fluctuate a lot, even though expected returns are the same. d. Probability tree can be used to study discrete events, even if events are dependent. 6. A dataset which shows the birth place of pensioners is provided. The data is coded using numerical values, where 1=WA, 2=NT, 3=QLD, 4=NSW, 5=ACT, 6=VIC, 7=SA, 8=TAS. What is the datatype and measurement scale? a. Categorical and nominal b. Quantitative and interval c. Categorical and ordinal d. Continuous and ordinal 7. Fahrenheit is the measurement of temperature commonly used by the United States (and its associated territories) and by several nations in the Caribbean. On the Fahrenheit scale, water freezes at 32°F and boils at 212°F (at sea level). What is the data type and measurement scale of a dataset that records Fahrenheit temperature? a. Categorical and ordinal b. Numerical and ratio c. Categorical and ratio d. Numerical and interval 8. Income inequality has been worsening in recent years. The people belonging to the top 10% of income distribution have become richer, whereas the bottom 10% has become poorer. A survey has put people into a three categories in terms of their income level: low income, middle income and high income. What type of data and measurement scale does this survey have? a. Categorical and ordinal b. Numerical and ordinal c. Numerical and nominal d. Continuous and nominal
9. Regarding statistical inference, which of the following statements is true? a. Population median does not exist, because the population size is infinite. b. Everything else constant, a smaller sample size will make the sample mean a more precise estimate of population mean. c. Depending on how you treat a dataset (either as a sample or population), variance is calculated differently. d. Sample size does not depend on the population size because population is the complete pool of random variables. 10. Which of the following statements is true? a. Surveying a sample would give more accurate results than surveying the population. b. Surveying the population is more time consuming than surveying the sample. c. It is more expensive to survey the sample than to survey the population. d. None of the above is true. 11. Troye Sivan is an Australian singer and songwriter. He is going to give an Australian tour in 2020. 40 VIP tickets will be given to fans in Sydney for free in a lottery. These tickets are sponsored by Virgin Australia (15 tickets), Toyota Australia (10 tickets), NSW government (10 tickets) and Warner Bros. Australia (5 tickets). David Tran is a big and lucky fan of Troye and he won four tickets. If we would like compute the probability that David has exactly three tickets sponsored by Toyota, we should a. Use binomial distribution b. Use normal distribution c. Use Bernoulli distribution d. Use none of the above 12. A TV game show offers the contestant three options. Each option gives a monetary reward. The probabilities associated with these options are given in the following table. Reward $5 $10 $20 Probability 0.5 0.3 0.2 What is the mean amount of the monetary reward received by the contestant? a. 1.67 b. 10 c. 0.33 d. 9.5 13. A TV game show offers the contestant three options. Each option gives a monetary reward. The probabilities associated with these options are given in the following table. Reward $5 $10 $20 Probability 0.5 0.3 0.2 What is the median amount of the monetary reward received by the contestant? a. 1.67 b. 10 c. 9.5 d. 0.33
14. Changes in weekly rainfall in New South Wales are distributed differently in March, April and May, although their variances are the same. Let distribution A, B and C in the graph below indicate the distribution of rainfall in March, April and May, respectively. Which of the following distributions is negatively skewed? a. A b. B c. C d. Cannot be determined based on the provided information. 15. Foreign exchange (forex) market is highly volatile with daily return close to zero. A risk- loving investor would like to choose one of three currency options to implement her aggressive strategy. She is provided with the distributions of the forex returns of the three currencies. Which of the three distributions has the largest variance? a. A b. B c. C d. Cannot be determined based on the provided information.
16. A researcher surveyed 5 people and found their respective ages: 12 67 58 25 4 The coefficient of variation of ages is: A. 33.2% B. 27.96% C. 75.32% D. 84.22% 17. A portfolio manager suggested four stocks to an investor. The investor would like to avoid the stock that has the greatest level of volatility, accounting for the average return. Which one should she not choose? Expected return Standard deviation Stock A 10 5 Stock B 5 1 Stock C 8 3 Stock D 13 6 A. Stock A B. Stock B C. Stock C D. Stock D 18. An army recruiter assessed four candidates using different personality tests and recorded their average scores and standard deviations. He wants to hire the candidate with the least volatile personality, accounting for the average score. Who should he hire? Average score Standard deviation Candidate A 10 5 Candidate B 5 1 Candidate C 8 3 Candidate D 13 6 A. Candidate A B. Candidate B C. Candidate C D. Candidate D
19. The mean number of points scored and the variance for four players in a basketball team is below. Which player has the most variability in points scored, accounting for the average points per game? Mean points per game Variance Rebecca 10 10 Ben 5 3 Cindy 8 5 Paul 13 8 A. Rebecca B. Ben C. Cindy D. Paul 20. Claire is an avid poker player. She spent the last year trialling different strategies and recorded her average winnings and variance for each strategy. She wants to commit to the strategy with the lowest variability in winnings, account for the average winnings. What strategy should she commit to? Expected winnings Variance Strategy A 100 100 Strategy B 50 30 Strategy C 80 50 Strategy D 130 80 A. Strategy A B. Strategy B C. Strategy C D. Strategy D 21. The rate that cars pass through a checkpoint is normally distributed, with an average speed of 60km/h and a standard deviation of 15km/h. What is the probability that the next car to pass the checkpoint is travelling at 60km/h? A. 0.50 B. 0.60 C. 0.00 D. 0.45
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