Supp Revision Q1 You are approached by a person in the street who asks you to participate in a study on life insurance by answering a number of questions. The method of sampling which has been used to select you is a) Convenience sampling b) Probability sampling c) Simple random sampling d) Systematic sampling e) None of the above Q2 It is known that 13% of the South African population suffers from dry eyes. A random sample of 1200 high school students was selected from the Durban area. It was found that 6% of these students suffer from dry eyes. Which of the following statements is true? a)The value “6%” referred to is a parameter. b)The value “6%” a statistic c) The sample frame and the population of interest are the same. d)The sample indicates that 6% of all high school students suffer from dry eyes. e)All the statements above are false. Q3 The levels of measurement for the variables. i. The level of study of university students (1st year, 2nd year etc) that drink coffee daily. ii. The number of years spent studying at university. iii. The age of a student a) i) ratio ii) nominal iii) ratio b) i) ordinal ii) ordinal iii) ratio c) i) ordinal ii) ratio iii) ratio d) i) ratio ii) ordinal iii) interval e) i) nominal ii) interval iii) ratio Q4 If we have a histogram graph that shows the age of students registered for STAT130 and it is positively skewed (Right-skewed distribution) with a median of 22. What can be said about the possible value of the mean? a) It can be exactly the same as the median b) It will be less than 22 c) It will be more than 22 d) Without the actual data values nothing can be said about the value of the sample mean. e) None of the above Q5 The following data represents the number of hours students spent studying for a final exam: 21 26 13 31 26 13 27 46 33 47 32 35 71 52 22 Create a stem-and-leaf plot for this data. Then, describe the shape of the distribution of study hours based on your stem-and-leaf plot. a) Positively skewed b) Symmetrical c) Negatively skewed d) Uniform e) None of the above Q6 The number of teachers strikes in the last 14 years are shown in the table below. Which of the following Microsoft excel command I can use to calculate the variance of the number of strikes is? a) = VA.S (A1:G2) b) =VAR.P(A1:G2) c) =VARIANCE (A1:G2) d) =VAR.S(A1:G2) e) =VAR.S(A1:G1;A2:G2) Q7 The number of teachers strikes in the last 14 years are shown in the table below. What is the median number of teachers strikes in the last 14 years? a) 7.5 b) 14 c) 10.14 d) 10.5 e) 9.0 Q8 The number of teachers strikes in the last 14 years are shown in the table below. Which of the following Microsoft excel command I can use to calculate the median of the number of strikes is? a) = QUARTILE.EXC(A1:G2; 2) b) = QUARTILE(A1:G2; 50) c) = QUARTILE.INC(A1:G2; 25) d) = QUART.EXC(A1:G2; 0,2) e) = QUARTILE(A1:G2; 0,5) Q9 The frequency distribution below gives the scores of students in STAT130 exam last year. What shape does the data appear to have? a)negatively skew b)bimodal c) bell-shaped d)uniform e)positively skew Q10 The frequency distribution below gives the scores of students in STAT130 exam last year. What is the approximate average test score? a)30.13 b)50.13 c) 35.13 d)40.31 e)296 Q11 The frequency distribution below gives the scores of students in STAT130 exam last year. What is the value for π·ππ ? a)38.95 b)55.55 c) 48.95 d)80.95 Q12 The frequency distribution below gives the scores of students in STAT130 exam last year. If a student is chosen at random, what is the probability that their exam test score was at least 50 marks? a) 0.3721 b) 0.1130 c) 0.6279 d) 0.1213 Q13 The heights of Team A and Team B players were measured in centimetres: Average Variance Team A 206 2 Team B 210.5 1.1 Which of the following statements is true? a) Team A is more consistent in height measurements as it has a lower relative variability compared to Team B. b) Team A is more consistent in height measurements as it has a higher relative variability compared to Team B. c) The variability of the two teams cannot be compared because the sample sizes are the same. d) Team B has a lower coefficient of variation than Team A, indicating that Team B's height measurements are more consistent. e) None of the above. Q14 A sample of 1000 couples were interviewed and asked how much they spent on groceries each week. The average amount was found to be R500 with a standard deviation of R75. It was also found that the data was bell shaped. Approximately how much money could you expect to spend between R425 and R575 on groceries each week? a)R950 b)R500 c) R970 d)R680 e)R160 Q15 A survey was conducted to assess students' sleep patterns and duration. Participants were asked about their usual bedtime and wake-up time. The box plots below display the findings. Q15 Which of the following statements is false? a) People seem to sleep longer on Friday and Saturday nights b) Less than half of the participants slept before 6 on Tuesday. c) It can be deduced that the participants average length of sleep on Tuesday and Wednesday are the same. d) 25% of the participants only slept for 2 hours on Monday. e) Somebody didn’t go to bed on Friday night. Q16 Suppose you have the following sample space: π = 10, 15, 20, 25, 30, 35, 40, 45, 50, 55 ,60 Define the following 3 events on this sample space: π΄: The number is divisible by 10. π΅: The number is greater than 30. πΆ: The number is not divisible by 5. Find π π΄ ∩ πΆ ∩ π΅ ∪ π΄ . a) 9 11 b) 0 c) 1 d)6 11 e) None of the above Q17 Consider the Venn diagram below. Which of the following represent the shaded area? a)A ∪ B b)A ∩ B c) A ∪ B d)A ∩ B e)B ∩ A Q18 At the Avonlea Country Club, swimming and playing bridge are two of the most common activities. Eighty-two percent (82%) of the members play bridge, 75% swim and 71% do both activities. What is the probability of a member doing at least one of the activities? a) 0.29 b) 0.86 c) 0.71 d) 0.14 e) 0.75 Q19 At the Avonlea Country Club, swimming and playing bridge are two of the most common activities. Eighty-two percent (82%) of the members play bridge, 75% swim and 71% do both activities. If a swimming member is randomly selected, what is the probability that they also play bridge? a) 0.9467 b) 0.7111 c) 0.8659 d) 0.1400 e) 0.7501 Q20 An e-commerce platform records the following data for customers who purchase gadgets: Did not purchased Purchased Electronics Electronics Regular Customers 147 281 First-Time Customers 194 178 What is the probability of electronic devises being purchased by customers? a) 0.4650 b) 0.4263 c) 0.1838 d) 0.5350 e) 0.2425 Q21 An e-commerce platform records the following data for customers who purchase Purchased Did not purchase gadgets: Electronics Regular Customers First-Time Customers Electronics 147 281 194 178 If electronic devices were not purchased by customers, what are the odds in favour of a customer being a regular customer? a) 1.15 : 1 b) 1 : 1.93 c) 1 : 2.63 d) 1.35 : 1 e) 1 : 0.63 Q22 Sleep apnoea is a disorder that interrupts breathing and can awaken sufferers as often as five times an hour. Sleep apnoea is not easily diagnosed because it usually causes loud snoring. It is known that 15% of adults have sleep apnoea. 84% of adults that suffer from sleep apnoea snore loudly, whereas, only 40% of adults without sleep apnoea snore loudly. What is the probability that an adult has sleep apnoea and snores loudly? a) 0.107 b) 0.126 c) 0.214 d) 0.400 e) 0.786 Q23 Sleep apnoea is a disorder that interrupts breathing and can awaken sufferers as often as five times an hour. Sleep apnoea is not easily diagnosed because it usually causes loud snoring. It is known that 15% of adults have sleep apnoea. 84% of adults that suffer from sleep apnoea snore loudly, whereas, only 40% of adults without sleep apnoea snore loudly. What is the probability that an adult snores loudly? a) 0.448 b) 0.466 c) 0.475 d) 0.080 e) 0.214 Q24 Sleep apnoea is a disorder that interrupts breathing and can awaken sufferers as often as five times an hour. Sleep apnoea is not easily diagnosed because it usually causes loud snoring. It is known that 15% of adults have sleep apnoea. 84% of adults that suffer from sleep apnoea snore loudly, whereas, only 40% of adults without sleep apnoea snore loudly. If an adult complains to his/her doctor that his/her loud snoring is waking him/her up often, what is the probability that he/she has sleep apnoea? a) 0.233 b) 0.466 c) 0.212 d) 0.032 e) 0.270 Q25 Inside a box are a R10 note, a R20 note, a R50 note and a R100 note. Consider the experiment in which two notes are drawn from the box without replacement. Let π be the random variable that gives the total amount of money drawn. The probability distribution/mass function for π is a) . b) . c) . d) . e) None of the above Q26 Consider the Cumulative distribution function below where π and π are constants. What are the possible values for π and π are a) π = 0.12 and π = 0.9 b) π = 0.31 and π = 0.85 c) π = 0.28 and π = 0.7 d) π = 0.15 and π = 0.3 e) π = 0.09 and π = 0.52 Q27 A research journal reports that 40% of ducks in a particular region have bird flu. You assume this is true and randomly select 15 ducks from this region. What is the probability that 5 to 8 of the ducks have bird flu? a) 0.5018 b) 0.9050 c) 0.4032 d) 0.6877 e) 0.2173 Q28 A research journal reports that 40% of ducks in a particular region have bird flu. You assume this is true and randomly select 15 ducks from this region. What is the probability that at least 80% of the ducks have bird flu? a) 0.0019 b) 0.0003 c) 0.3980 d) 0.6482 e) 0.3518 Q29 A research journal reports that 40% of ducks in a particular region have bird flu. You assume this is true and randomly select 15 ducks from this region. Which one of the following commands can you use in Microsoft Excel to calculate the probability that at least 12 of the ducks have no bird flue? a) = 1 − π΅πΌπππ. π·πΌππ 11 ; 15 ; 0,40 ; πΉπ΄πΏππΈ b) = π΅πΌπππ. π·πΌππ 12; 15 ; 0,60 ; ππ ππΈ c) = 1 − π΅πΌπππ. π·πΌππ 11 ; 15 ; 0,60 ; ππ ππΈ d) = π΅πΌπππ. π·πΌππ 11 ; 15 ; 0,40 ; ππ ππΈ e) = π΅πΌπππ. π·πΌππ 12; 15 ; 0,400 ; πΉπ΄πΏππΈ Q30 On average, 5 customers arrive at McDonald’s to buy takeaway every hour. The arrivals are random and independent. The Excel function to find the probability that 2 to 5 customers arrive in an hour: a) = πππΌππππ. π·πΌππ 5; 2,5; ππ ππΈ − πππΌππππ. π·πΌππ(2; 2,5; ππ ππΈ) b) = πππΌππππ. π·ππ 5; 5; ππ ππΈ − πππΌππππ. π·πΌππ(2; 5; ππ ππΈ) c) = πππΌππππ. π·πΌππ 5; 5; ππ ππΈ − πππΌππππ. π·πΌππ(1; 5; ππ ππΈ) d) = πππΌππππ 5; 5; πΉπ΄πΏππΈ − πππΌππππ. π·πΌππ(5; 5; ππ ππΈ) e) = πππΌππππ. π·πΌππ 5; 5; πΉπ΄πΏππΈ − πππΌππππ. π·πΌππ(2; 5; πΉπ΄πΏππΈ) Q31 On average, 5 customers arrive at McDonald’s to buy takeaway every hour. The arrivals are random and independent. If the server at the counter typically spends 3 minutes taking each customer’s order, how long would you expect the server to spend taking orders from customers in 4 hours? a) 60 minutes b) 45 minutes c) 30 minutes d) 120 minutes e) 80 minutes Q32 Find the value π, π < 0 , such that the area under the standard normal curve between π and 0 is 0.2673. Find the corresponding value of Z? a) -1.2600 b) -0.7300 c) 0.8962 d) 0.7300 e) 1.2600 Q33 The diagram below shows the probability distribution curves of three normal random variables: π1 , π2 and π3 . Which one of the following statements is true? a) The mean of π3 is smaller than the means of π1 and π2 . b) π2 has the largest variance. c) The median of π1 is the same as that of π2 . d) All three random variables are only defined for values from –2.5 to 4. e) The variances of π1 and π2 both equal 1. Q34 The length of human pregnancies from conception to birth is normally distributed with a mean of 266 days and a standard deviation of 16 days. What is the probability that a pregnancy will last more than 220 days? a)0.899 b)0.950 c) 0.885 d)0.998 e)None of the above Q35 The length of human pregnancies from conception to birth is normally distributed with a mean of 266 days and a standard deviation of 16 days. It is recommended that if a pregnancy is less than 250 days the mother needs go for checking. If a sample of 50 mothers is randomly chosen, approximately how many would you expect to need to go for checking? a) 7 b) 8 c) 9 d) 50 e) 12 Q36 The length of human pregnancies from conception to birth is normally distributed with a mean of 266 days and a standard deviation of 16 days. Only 30% of all pregnancies are longer than. a)285.36 days b)266 days c) 178.98 days d)274.32 days e)200 days Q37 The length of human pregnancies from conception to birth is normally distributed with a mean of 266 days and a standard deviation of 16 days. Suppose a random sample of sixty (60) mothers is taken. What is the probability that their pregnancy days are between 260 and 270? a)0.9732 b)0.0018 c) 0.9720 d)0.8534 e)0.9500 Q38 Ninety-two (92) percent of all UKZN students have siblings. If a random sample of 250 UKZN students is selected, what is the standard error of the sampling distribution associated with the sample proportion, π ? a) b) c) d) 0.92 0.08 250 0.92 0.08 250 0.92 0.08 250 0.92 250 e)None of the above Q39 Over the last several years it has been found that 67% of customers at a particular large grocery store request plastic packets to carry their groceries. A random sample of 50 customers is taken. What is the probability that the proportion of them that request plastic packets is less than 0.6? a) 0.1469 b) 0.8531 c) 0.8438 d) 0.0455 e) 0.7190 Q40 Over the last several years it has been found that 67% of customers at a particular large grocery store request plastic packets to carry their groceries. A random sample of 50 customers is taken. What is the probability that the difference between sample proportion of customers and the true proportion of customers who request plastic packets to carry their groceries is no more than 0.05? a) 0.4469 b) 0.1323 c) 0.5343 d) 0.5468 e) None of the above Q41 A supermarket receives complaints that the mean content of “1 kilogram” sugar bags that are sold by them is more than 1 kilogram. A random sample of 40 sugar bags is selected from the shelves and the mean found to be 1.013 kilograms. From past experience the standard deviation contents of these bags is known to be 0.025 kilograms. Test, at the 5% level of significance, whether this complaint is justified. π»0 will be rejected if the π0 test statistic is a) greater than 3.289 b) less than –1.645 or greater than 1.645 c) less than –1.645 d) greater than 1.645 e) greater than 1.767. Q42 A supermarket receives complaints that the mean content of “1 kilogram” sugar bags that are sold by them is more than 1 kilogram. A random sample of 40 sugar bags is selected from the shelves and the mean found to be 1.013 kilograms. From past experience the standard deviation contents of these bags is known to be 0.025 kilograms. Construct a 95% confidence interval for the mean content of the sugar bags. a) ( 1.7842 ; 1.8063 ) b) ( 4.3729 ; 4.6057 ) c) ( 1.0052; 1.0208 ) d) ( 1.1036 ; 1.2339 ) e) None of the above. Q43 Consider the example on the mean content of 500 ml cool drink bottles. The standard deviation of the amount of cool drink in the bottles is 5 ml. Suppose it is desired to estimate the mean content of the bottles with 95% confidence and an error that is not greater than 0.8. What sample size is needed to achieve this accuracy? a) 500 b) 151 c) 205 d) 400 e) 180 Q44 An insurance company states that 90% of its claims are settled within 30 days. A consumer group selects a random sample of 75 of the company’s claims to perform a hypothesis test to see if the percentage could be smaller. The consumer group finds that 62 of these insurance claims were settled within 30 days. A 5% level of significance is used for the hypothesis test. Which of the following pairs of hypotheses do you use for your test? a) π»0 : π = 0.83 π£π π»1 : π > 0.83 b) π»0 : π = 0.9 π£π π»1 : π < 0.9 c) π»0 : π = 0.9 π£π π»1 : π ≠ 0.9 d) π»0 : π = 0.9 π£π π»1 : π > 0.9 e) π»0 : π = 0.83 π£π π»1 : π = 0.83 Q45 An insurance company states that 90% of its claims are settled within 30 days. A consumer group selects a random sample of 75 of the company’s claims to perform a hypothesis test to see if the percentage could be smaller. The consumer group finds that 62 of these insurance claims were settled within 30 days. A 5% level of significance is used for the hypothesis test. The critical value used for the test is –1.645. What is the value of the test statistic and what decision will be made? a) The test statistic is 1.678 so reject π»0 . b) The test statistic is 2.117 so do not reject π»0 . c) The test statistic is –1.528 so do not reject π»0 . d) The test statistic is –1.678 so reject π»0 . e) The test statistic is –2.117 so reject π»0 . Q46 An insurance company states that 90% of its claims are settled within 30 days. A consumer group selects a random sample of 75 of the company’s claims to perform a hypothesis test to see if the percentage could be smaller. The consumer group finds that 62 of these insurance claims were settled within 30 days. A 5% level of significance is used for the hypothesis test. The consumer company constructs a 99% confidence interval for the true proportion of insurance claims that are settled within 30 days. The confidence interval constructed is a) ( 0.725 ; 0.928 ) b) ( 0.737 ; 0.916 ) c) ( 0.714 ; 0.939 ) d) ( 0.746 ; 0.907 ) e) none of the above. Q47 A Type II error is made when a) the alternative hypothesis is accepted when it is true. b) the null hypothesis is rejected when it is false. c) the alternative hypothesis is rejected when it is false. d) the null hypothesis is rejected when it is true. e) the null hypothesis is not rejected when it is false. Q48 The lecturer for a Statistics module wants to find out if a student’s examination mark (Y) can be predicted by their assignment mark (X). A random sample of 14 students was selected and their marks were evaluated. The data is given below: X 69 42 43 40 100 80 100 90 77 47 68 50 45 41 Y 77 66 65 65 80 78 70 60 67 61 59 58 71 Write down the line of best fit: a) π¦ = 49.654 + 0.288π₯ b) π¦ = 56.232 + 0.300π₯ c) π¦ = 4.725 + 0.145π₯ d) π¦ = 0.288π₯ − 49.654 e) None of the above. 75 Q49 The lecturer for a Statistics module wants to find out if a student’s examination mark (Y) can be predicted by their assignment mark (X). A random sample of 14 students was selected and their marks were evaluated. The data is given below: X 69 42 43 40 100 80 100 90 77 47 68 50 45 41 Y 77 66 65 65 80 78 70 60 67 61 59 58 71 75 Calculate and interpret the coefficient of determination for the marks data. a) π 2 = 0.28, This means that there is a weak linear relationship between the examination mark and assignment mark. b) π 2 = 0.88, This means that 88% of the variability of the assignment mark can be explained by its linear relationship with the examination mark. c) π 2 = 0.88, This means that the assignment mark will be 0.88 marks more than the examination mark. d) π 2 = 0.08, This means that there is no relationship between the examination mark and assignment mark. e) π 2 = 0.08, This means that 8% of the variability of the assignment mark can be explained by its linear relationship with the examination mark. Q50 You want to buy a new car but know that cars lose their value as soon as they are driven off the dealer’s lot/showroom. You used linear regression to get a better sense of how this decline works. Using a random sample of cars, you found the following regression line π¦ = 410.45 − 45.6 π₯ where π₯ is the age of the car (in years) and π¦ is the value of the car (in thousands of Rands). Using this information, how much would you expect a 4 year old car to cost? a) R 228050 b) R 592850 c) R 228050 d) R 399050 e) None of the above Best of Luck