Chapter 1 - Exercises 1. 2. 3. Define simple random sampling. Simple random sampling is the process of obtaining a sample of size n from a population of the same size n. The sample is then called a simple random sample. A sample of size n from a population of size N is obtained through simple random sampling if every possible sample of size n has an equally likely chance of occurring. The sample is then called a simple random sample. Simple random sampling is the process of using chance to select individuals from a population to be included in the sample. The sample is then called a simple random sample. Simple random sampling is the process of selecting individuals from a population using a convenient sample. The sample is then called a simple random sample. 4. For 216 alligators captured in four different lakes, researchers classified the primary food choice (in volume) found in the alligator's stomach in one of the categories - fish, invertebrate, reptile, bird, or other. Use the bar chart to answer the following questions. 5. An analysis of 50 train derailment incidents identified the main causes listed below, where T denotes bad track, E denotes faulty equipment, H denotes human error, and O denotes other causes. Construct a frequency table, and include a column for relative frequencies. . What was the most common cause of derailment? O–H–O–E–T–O–E–H–O–O–E–O–O–H–H–H–O–E–T–O–E–O–T–E–O–T –O–H–E–T–E–T–O–O–H–O–T–O–H–H–H–T–T–T–E–H–O–O–H–E Cause Frequency Bad Track 10 Faulty 10 Equipment Human Error 12 Other 18 The most common cause of derailment was Other. Relative Frequency 0.20 0.20 0.24 0.36 6. A survey was conducted on the budget for the federal government. Out of those who participated in the survey, 43% said to increase spending, 14% said to decrease spending, 29% said to keep spending the same, and 14% either had no opinion or refused to answer. Sketch a bar chart to display the survey results. 7. Bank clients were asked to indicate their level of satisfaction with the service provided by the bank's tellers. Responses from a random sample of customers were as follows: 68 were very satisfied, 58 were moderately satisfied, 6 had no opinion, 5 were moderately dissatisfied, and 2 were very dissatisfied. b. Construct a pie chart. Choose the correct answer below. 8. c. Add relative frequencies and percentages to this frequency table. No. years 0 1 2 3 4 5 6 7 8+ Count (Frequency) 922 629 487 494 291 52 45 25 49 Relative Frequencies (922/2994)=0.308 0.21 0.163 0.165 0.097 0.017 0.015 0.008 0.016 Percentage 0.308*100=30.8 21.0 16.3 16.5 9.7 1.7 1.5 0.8 1.6 9. A frequency table of grades has five classes (A, B, C, D, F) with frequencies of 2,11, 17, 8, and 3 respectively. What are the percentages and cumulative frequencies of the five classes? Grade Frequency Percentages A B C D F 2 11 17 8 3 (2/41)*100=4.88 26.83 41.46 19.51 7.32 Cumulative Frequency 2 13 30 38 41 10. The following data represent the number of potholes on 35 randomly selected 1-mile stretches of highway around a particular city. Construct a frequency histogram of the data. Choose the correct answer below. a. b. c. d. Construct a relative frequency histogram of the data. Choose the correct answer below. a. b. c. d. 11. The following data show the ages of recent award-winning male actors at the time when they won their award. Make a frequency table for the data, using bins (classes) of 20-29, 30-39, and so on. 33 – 34 – 40 – 39 – 58 – 41 – 48 – 61 – 21 – 57 – 38 – 42 – 70 – 42 – 47 – 34 – 40 – 38 – 48 – 50 – 42 – 39 – 42 – 63 – 33 – 33 – 53 – 42 – 41 – 71 – 42 – 59 – 35 – 37 Age 20-29 30-39 40-49 50-59 60-69 70-79 No. of actors 1 11 13 5 2 2 12. Children living near a smelter were exposed to lead, and their IQ scores were subsequently measured. The histogram given below was constructed from those IQ scores. Estimate the frequency for each of the six score categories. Category 20-39 40-59 60-79 80-99 100-119 120-139 Frequency 7 19 34 19 3 1 b. How many subjects are represented in the histogram? 83 c. What are the lowest and highest possible IQ scores included in the histogram? The lowest possible score is 20 and the highest possible score is 139. 13. 14. 15. The histogram shows the annual average temperatures for the past 44 years for a local park. 16. The following data table contains the annual average temperatures from 1950 to 2000 of a certain city. Construct a time plot to investigate a possible trend over time. Choose the correct time plot below. The y-axis is the annual average temperature, and the x-axis is the year. Year 1950 1951 1952 1953 1954 1955 1956 1957 1958 1959 1960 1961 1962 1963 1964 1965 1966 1967 1968 1969 1970 1971 1972 1973 1974 1975 1976 1977 1978 1979 1980 1981 1982 1983 1984 1985 1986 1987 Average Temperature 53.4 56.9 56.4 55.1 53.8 52.3 53.3 55.5 54.1 53.1 56.6 59.6 55.1 58.2 56.3 59.2 54.5 59.6 54.6 58.3 58.6 59.9 56.1 61.5 58.6 58.5 58.6 57.9 61.9 57.1 56.9 60.2 58.5 62.1 58.1 58.9 58.9 63.9 1988 1989 1990 1991 1992 1993 1994 1995 1996 1997 1998 1999 2000 62.9 63.1 60.8 64.3 60.4 64.2 65.1 62.5 64.5 64.1 60.3 60.5 62.3 17. For a Ph.D. thesis that investigated factors affecting diesel vehicle emissions, J. Yanowitz of the Colorado School of Mines obtained data on emissions of particulate matter (PM) for a sample of 62 vehicles driven at high altitude (approximately one mile above sea level). All the vehicles were manufactured between 1991 and 1996. The sample contained roughly equal proportions of high- and low-mileage vehicles. The data, in units of grams of particulates per gallon of fuel consumed, are presented in Table given below. 7.59 2.06 8.86 8.67 5.61 6.28 4.04 4.40 9.52 1.50 6.07 17.11 3.57 2.68 6.46 5.23 12.26 4.35 10.14 5.29 5.54 19.91 3.84 9.20 5.64 3.46 8.50 2.37 7.31 2.07 2.44 7.81 3.81 2.09 1.71 3.01 7.18 5.32 6.32 3.32 13.63 6.95 5.84 6.53 1.83 13.02 18.64 2.89 6.32 7.56 13.38 7.10 4.68 2.01 9.24 6.04 1.85 5.91 3.22 5.66 9.14 5.60 Construct a frequency distribution (tally marks, frequency, percentage of frequency, cumulative frequencies, both type of percentages of cumulative frequencies). 18. The data in below Table concern the geyser Old Faithful in Yellowstone National Park. This geyser alternates periods of eruption, which typically last from 1.5 to 4 minutes, with periods of dormancy, which are considerably longer. Table presents the durations, in minutes, of 60 dormant periods. The list has been sorted into numerical order. 42 55 68 75 80 84 45 55 69 75 80 84 49 56 70 76 80 85 50 56 71 76 81 86 51 57 72 76 82 86 51 58 73 76 82 86 51 60 73 76 82 88 51 66 74 79 83 90 53 67 75 79 83 91 53 67 75 80 84 93 Construct a frequency distribution (frequency, percentage of frequency, cumulative frequencies, both type of percentages of cumulative frequencies). Draw steam and leaf display. 19. There is a process for growing a thin silicon dioxide layer onto silicon wafers that are to be used in semiconductor manufacture. Table presents thickness measurements, in angstroms, of the oxide layer for 12 wafers. Nine measurements were made on each wafer. Draw a histogram for the given data. 90.0 91.8 90.3 92.6 91.1 76.1 92.4 91.3 92.2 94.5 91.1 90.3 89.8 90.2 91.7 90.1 94.9 93.9 93.3 92.8 91.5 96.8 91.6 95.4 92.7 77.3 93.5 91.6 91.5 84.6 91.1 89.6 91.6 92.0 87.2 92.7 90.6 93.3 88.0 90.7 88.2 89.9 88.1 91.7 93.1 95.7 92.4 95.8 92.0 87.9 90.1 89.3 88.9 90.9 88.7 91.7 98.2 92.8 91.9 95.5 92.5 100.3 92.9 97.9 96.0 93.3 94.5 93.6 92.4 95.2 92.6 95.7 96.7 92.0 94.1 91.7 93.7 94.6 91.5 97.4 93.9 93.7 95.3 95.1 87.9 94.0 92.8 96.7 90.4 89.3 93.4 77.5 92.0 90.1 92.2 91.4 90.5 91.3 89.4 90.5 95.2 92.7 94.5 95.2 94.3 94.5 95.4 93.1 Histogram 80 70 60 Frekans 50 40 Frekans 30 20 10 0 80 85 90 95 Bin 100 105 Diğer