Data Analysis Objective Set 2

Q1: The maximax decision rule uses probabilities to determine the largest possible payoff 

Answer

Answer: False (nonprobabilistic)

Q2: Decision trees can be used to determine the maximum or the minimum EMV 

Answer

Answer: Correct – True

Q3: Which is a goal of decision analysis 

Answer

Answer: Help individuals make good decisions

Q4: The total worth, value, or desirability of a decision alternative is called its.. 

Answer

Answer: Utility

Q5: The expected monetary value criterion (EMV) .. 

Answer

Answer: Reflects the average expected payoff over time

Q6: The amount of opportunity lost in making a decision is called.. 

Answer

Answer: Regret

Q7: How to compute the EMV 

Answer

Answer: Sumproduct of values and probabilities

Q8: A payoff matrix depicts___versus___with payoffs for each intersection cell 

Answer

Answer: Decision alternatives; states of nature

Q9: Maximax decision rule optimistically assumes that nature will always be in our favor 

Answer

Answer: Correct – True

Q10: The___ in a decision problem represent factors that are important to the decision-maker 

Answer

Answer: Criteria

Q11: A state of nature is___ 

Answer

Answer: Observed

Q12: Growth factors for the population of Chattanoonga in the past two years has been 8 and 12. The geometric mean has a value of a. 20 b. square root of 20 c. square root of 96 d. 96 

Answer

Answer: C

Q13: Growth factors for the population of Atlanta in the past five years have been 1, 2, 3, 4 , and 5. The geometric mean is a. 15 b. square root of 15 c. 120 d. fifth root of 120 

Answer

Answer: D

Q14: Geometric mean of five observations is a. the same as weighted mean b. the same as mean c. square root of the product of the 5 observations d. fifth root of the product of the 5 observations 

Answer

Answer: D

Q15: The nth root of the product of the n observations is a. weighted mean b. geometric mean c. product deviation d. the sum of squares 

Answer

Answer: B

Q16: The measure of location which is the most likely to be influenced by extreme values in the data set is the a. range b. median c. mode d. mean 

Answer

Answer: D

Q17: The most important statistical descriptive measure of the location of a data set is the a. mean b. median c. mode d. variance 

Answer

Answer: A

Q18: If two groups of numbers have the same mean, then a. their standard deviations must also be equal b. their medians must also be equal c. their modes must also be equal d. None of these alternatives is correct 

Answer

Answer: D

Q19: The mean of the sample a. is always smaller than the mean of the population from which the sample was taken b. can never be zero c. can never be negative d. None of these alternatives is correct 

Answer

Answer: D

Q20: When the smallest and largest percentage of items are removed from a data set and the mean is computed, the mean of the remaining data is a. the median b. the mode c. the trimmed mean d. any of the above 

Answer

Answer: C

Q21: Since the population is always larger than the sample, the value of the sample mean a. is always smaller than the true value of the population mean b. is always larger than the true value of the population mean c. is always equal to the true value of the population mean d. could be larger, equal to, or smaller than the true value of the population mean 

Answer

Answer: D

Q22: Which of the following provides a measure of central location for the data? a. standard deviation b. mean c. variance d. range 

Answer

Answer: B

Q23: When computing the mean of a set of values xi, the value of xi a. can never be zero b. can never be negative c. must always be positive d. can be any value 

Answer

Answer: D

Q24: In computing the mean of a sample, the value of xi is divided by a. n b. n – 1 c. n + 1 d. n – 2 

Answer

Answer: A

Q25: A numerical value used as a summary measure for a sample, such as sample mean, is known as a a. population parameter b. sample parameter c. sample statistic d. population mean 

Answer

Answer: C

Q26: Since the population size is always larger than the sample size, then the sample statistic a. can never be larger than the population parameter b. can never be equal to the population parameter c. can be smaller, larger, or equal to the population parameter d. can never be smaller than the population parameter 

Answer

Answer: C

Q27: is an example of a a. population parameter b. sample statistic c. population variance d. mode 

Answer

Answer: A

Q28: The mean of a sample a. is always equal to the mean of the population b. is always smaller than the mean of the population c. is computed by summing the data values and dividing the sum by (n – 1) d. is computed by summing all the data values and dividing the sum by the number of items 

Answer

Answer: D

Q29: The hourly wages of a sample of 130 system analysts are given below. mean = 60 range = 20 mode = 73 variance = 324 median = 74 The coefficient of variation equals a. 0.30per cent b. 30per cent c. 5.4per cent d. 54per cent 

Answer

Answer: B

Q30: The variance of a sample of 169 observations equals 576. The standard deviation of the sample equals a. 13 b. 24 c. 576 d. 28,461 

Answer

Answer: B

Q31: The median of a sample will always equal the a. mode b. mean c. 50th percentile d. all of the above answers are correct 

Answer

Answer: C

Q32: The 50th percentile is the a. mode b. median c. mean d. third quartile 

Answer

Answer: B

Q33: The 75th percentile is referred to as the a. first quartile b. second quartile c. third quartile d. fourth quartile 

Answer

Answer: C

Q34: The pth percentile is a value such that at least p percent of the observations are a. less than or equal to this value b. less than this value c. more than or equal to this value d. more than this value 

Answer

Answer: A

Q35: The difference between the largest and the smallest data values is the a. variance b. interquartile range c. range d. coefficient of variation 

Answer

Answer: C

Q36: The first quartile a. contains at least one third of the data elements b. is the same as the 25th percentile c. is the same as the 50th percentile d. is the same as the 75th percentile 

Answer

Answer: B

Q37: When computing the mean, the smallest value a. can never be negative b. can never be zero c. can never be less than the mean d. can be any value 

Answer

Answer: D

Q38: Which of the following is not a measure of central location? a. mean b. median c. variance d. mode 

Answer

Answer: C

Q39: If a data set has an even number of observations, the median a. cannot be determined b. is the average value of the two middle items c. must be equal to the mean d. is the average value of the two middle items when all items are arranged in ascending order 

Answer

Answer: D

Q40: Which of the following is a measure of dispersion? a. percentiles b. quartiles c. interquartile range d. all of the above are measures of dispersion 

Answer

Answer: C

Q41: The value which has half of the observations above it and half the observations below it is called the a. range b. median c. mean d. mode 

Answer

Answer: B

Q42: The most frequently occurring value of a data set is called the a. range b. mode c. mean d. median 

Answer

Answer: B

Q43: The interquartile range is a. the 50th percentile b. another name for the variance c. the difference between the largest and smallest values d. the difference between the third quartile and the first quartile 

Answer

Answer: D

Q44: The weights (in pounds) of a sample of 36 individuals were recorded and the following statistics were calculated. mean = 160 range = 60 mode = 165 variance = 324 median = 170 The coefficient of variation equals a. 0.1125per cent b. 11.25per cent c. 203.12per cent d. 0.20312per cent 

Answer

Answer: B

Q45: The heights (in inches) of 25 individuals were recorded and the following statistics were calculated mean = 70 range = 20 mode = 73 variance = 784 median = 74 The coefficient of variation equals a. 11.2per cent b. 1120per cent c. 0.4per cent d. 40per cent 

Answer

Answer: D

Q46: The standard deviation of a sample of 100 observations equals 64. The variance of the sample equals a. 8 b. 10 c. 6400 d. 4,096 

Answer

Answer: D

Q47: The variance of a sample of 81 observations equals 64. The standard deviation of the sample equals a. 9 b. 4096 c. 8 d. 6561 

Answer

Answer: C

Q48: If index i (which is used to determine the location of the pth percentile) is not an integer, its value should be a. squared b. divided by (n – 1) c. rounded down d. rounded up 

Answer

Answer: D

Q49: When the data are skewed to the right, the measure of Skewness will be a. negative b. zero c. positive d. one 

Answer

Answer: C

Q50: When data are positively skewed, the mean will usually be a. greater than the median b. smaller than the median c. equal to the median d. positive 

Answer

Answer: A

Q51: Which of the following is not a measure of dispersion? a. the range b. the 50th percentile c. the standard deviation d. the interquartile range 

Answer

Answer: B

Q52: The interquartile range is used as a measure of variability to overcome what difficulty of the range? a. the sum of the range variances is zero b. the range is difficult to compute c. the range is influenced too much by extreme values d. the range is negative 

Answer

Answer: C

Q53: If the variance of a data set is correctly computed with the formula using n – 1 in the denominator, which of the following is true? a. the data set is a sample b. the data set is a population c. the data set could be either a sample or a population d. the data set is from a census 

Answer

Answer: A

Q54: In computing descriptive statistics from grouped data, a. data values are treated as if they occur at the midpoint of a class b. the grouped data result is more accurate than the ungrouped result c. the grouped data computations are used only when a population is being analyzed d. None of these alternatives is correct 

Answer

Answer: A

Q55: The measure of dispersion that is influenced most by extreme values is a. the variance b. the standard deviation c. the range d. the interquartile range 

Answer

Answer: C

Q56: When should measures of location and dispersion be computed from grouped data rather than from individual data values? a. as much as possible since computations are easier b. only when individual data values are unavailable c. whenever computer packages for descriptive statistics are unavailable d. only when the data are from a population 

Answer

Answer: B

Q57: The descriptive measure of dispersion that is based on the concept of a deviation about the mean is a. the range b. the interquartile range c. the absolute value of the range d. the standard deviation 

Answer

Answer: D

Q58: The numerical value of the standard deviation can never be a. larger than the variance b. zero c. negative d. smaller than the variance 

Answer

Answer: C

Q59: The sample variance a. is always smaller than the true value of the population variance b. is always larger than the true value of the population variance c. could be smaller, equal to, or larger than the true value of the population variance d. can never be zero 

Answer

Answer: C

Q60: The coefficient of variation is a. the same as the variance b. the standard deviation divided by the mean times 100 c. the square of the standard deviation d. the mean divided by the standard deviation 

Answer

Answer: B

Q61: The variance can never be a. zero b. larger than the standard deviation c. negative d. smaller than the standard deviation 

Answer

Answer: C

Q62: The sum of deviations of the individual data elements from their mean is a. always greater than zero b. always less than zero c. sometimes greater than and sometimes less than zero, depending on the data elements d. always equal to zero 

Answer

Answer: D

Q63: Which of the following symbols represents the standard deviation of the population? a. 2 b. c. d 

Answer

Answer: B

Q64: Which of the following symbols represents the mean of the population? a. 2 b. c. d 

Answer

Answer: C

Q65: Which of the following symbols represents the variance of the population? a. 2 b. c. d 

Answer

Answer: A

Q66: Which of the following symbols represents the size of the population? a. o2 b. o c. u d. N 

Answer

Answer: D

Q67: Which of the following symbols represents the mean of the sample? a. 2 b. c. d 

Answer

Answer: D

Q68: Which of the following symbols represents the size of the sample a. 2 b. c. N d. n 

Answer

Answer: D

Q69: The symbol is used to represent a. the variance of the population b. the standard deviation of the sample c. the standard deviation of the population d. the variance of the sample 

Answer

Answer: C

Q70: The symbol 2 is used to represent a. the variance of the population b. the standard deviation of the sample c. the standard deviation of the population d. the variance of the sample 

Answer

Answer: A

Q71: The variance of the sample a. can never be negative b. can be negative c. cannot be zero d. cannot be less than one 

Answer

Answer: A

Q72: The measure of dispersion which is not measured in the same units as the original data is the a. median b. standard deviation c. coefficient of determination d. variance 

Answer

Answer: D

Q73: A numerical measure of linear association between two variables is the a. variance b. covariance c. standard deviation d. coefficient of variation 

Answer

Answer: B

Q74: Positive values of covariance indicate a. a positive variance of the x values b. a positive variance of the y values c. the standard deviation is positive d. positive relation between the independent and the dependent variables 

Answer

Answer: D

Q75: A numerical measure of linear association between two variables is the a. variance b. coefficient of variation c. correlation coefficient d. standard deviation 

Answer

Answer: C

Q76: The coefficient of correlation ranges between a. 0 and 1 b. -1 and +1 c. minus infinity and plus infinity d. 1 and 100 

Answer

Answer: B

Q77: The coefficient of correlation a. is the same as the coefficient of determination b. can be larger than 1 c. cannot be larger than 1 d. cannot be negative 

Answer

Answer: C

Q78: The value of the sum of the deviations from the mean, i.e., must always be a. less than the zero b. negative c. either positive or negative depending on whether the mean is negative or positive d. zero 

Answer

Answer: D

Q79: The numerical value of the variance a. is always larger than the numerical value of the standard deviation b. is always smaller than the numerical value of the standard deviation c. is negative if the mean is negative d. can be larger or smaller than the numerical value of the standard deviation 

Answer

Answer: D

Q80: Since the median is the middle value of a data set it a. must always be smaller than the mode b. must always be larger than the mode c. must always be smaller than the mean d. None of these alternatives is correct 

Answer

Answer: D

Q81: In a five number summary, which of the following is not used for data summarization? a. the smallest value b. the largest value c. the mean d. the 25th percentile 

Answer

Answer: C

Q82: The relative frequency of a class is computed by a. dividing the midpoint of the class by the sample size b. dividing the frequency of the class by the midpoint c. dividing the sample size by the frequency of the class d. dividing the frequency of the class by the sample size 

Answer

Answer: D

Q83: During a cold winter, the temperature stayed below zero for ten days (ranging from -20 to -5). The variance of the temperatures of the ten-day period a. is negative since all the numbers are negative b. must be at least zero c. cannot be computed since all the numbers are negative d. can be either negative or positive 

Answer

Answer: B

Q84: Which of the following is not a measure of dispersion? a. mode b. standard deviation c. range d. interquartile range 

Answer

Answer: A

Q85: If the coefficient of variation is 40per cent and the mean is 70, then the variance is a. 28 b. 2800 c. 1.75 d. 784 

Answer

Answer: D

Q86: Given the following information: Standard deviation = 8 Coefficient of variation = 64per cent The mean would then be a. 12.5 b. 8 c. 0.64 d. 1.25 

Answer

Answer: A

Q87: Since the mode is the most frequently occurring data value, it a. can never be larger than the mean b. is always larger than the median c. is always larger than the mean d. None of these alternatives is correct 

Answer

Answer: D

Q88: A group of students had dinner at a local restaurant. The total bill for the dinner was USD414.70. Each student paid his her equal share of the bill, which was USD18.85. How many student’s were at the dinner? a. 4 b. 415 c. 19 d. 22 

Answer

Answer: D

Q89: The standard deviation of a sample was reported to be 20. The report indicated that = 7200. What has been the sample size? a. 16 b. 17 c. 18 d. 19 

Answer

Answer: D

Q90: The variance of a sample was reported to be 144. The report indicated that = 7200. What has been the sample size? a. 49 b. 50 c. 51 d. 52 

Answer

Answer: C

Q91: From a population of size 1,000, a random sample of 100 items is selected. The mean of the sample a. must be 10 times smaller than the mean of the population b. must be equal to the mean of the population, if the sample is truly random c. must be 10 times larger than the mean of the population d. can be larger, smaller or equal to the mean of the population 

Answer

Answer: D

Q92: From a population of size 500, a random sample of 50 items is selected. The mode of the sample a. must be 500 b. must be equal to the mode of population, if the sample is truly random c. must be equal to the mean of the population, if the sample is truly random d. can be larger, smaller or equal to the mode of the population 

Answer

Answer: D

Q93: From a population of size 400, a random sample of 40 items is selected. The median of the sample a. must be 200, since 400 divided by 2 is 200 b. must be 10, since 400 divided by 400 is 10 c. must be equal to the median of population, if the sample is truly random d. None of these alternatives is correct 

Answer

Answer: D

Q94: The geometric mean of 2, 4, 8 is a. 4.67 b. 5.0 c. 16 d. 4.0 

Answer

Answer: D

Q95: The geometric mean of 1, 1, 8 is a. 10.0 b. 2.0 c. 3.33 d. 3.0 

Answer

Answer: B

Q96: The geometric mean of 1, 3, 5, and 6 is a. 15.0 b. 5.0 c. 3.08 d. 3.75 

Answer

Answer: C

Q97: The geometric mean of 1, 2, 4, and 10 is a. 2.99 b. 4.25 c. 17.0 d. 4.0 

Answer

Answer: A

Q98: The following data show the number of hours worked by 200 statistics students. Number of Hours Frequency 0 – 9 40 10 – 19 50 20 – 29 70 30 – 39 40 90. Refer to Exhibit 3-1. The class width for this distribution a. is 9 b. is 10 c. is 11 d. varies from class to class 

Answer

Answer: B

Q99: The number of students working 19 hours or less a. is 40 b. is 50 c. is 90 d. cannot be determined without the original data 

Answer

Answer: C

Q100: The relative frequency of students working 9 hours or less a. is .2 b. is .45 c. is 40 d. cannot be determined from the information given 

Answer

Answer: A

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