Statistics Exercises, Exercises of Statistics

A statistics exercise or year 100 students made Lennoox

Typology: Exercises

2024/2025

Uploaded on 08/22/2025

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MATHS (CONFIDENCE INTERVAL)
1. The American Community Survey (ACS), part of the United States Census
Bureau, conducts a yearly census similar to the one taken every ten years, but with
a smaller percentage of participants. The most recent survey estimates with 90%
confidence that the mean household income in the U.S. falls between $69,720 and
$69,922. Find the point estimate for mean U.S. household income and the error
bound for mean U.S. household income.
2. The average height of young adult males has a normal distribution with
standard deviation of 2.5 inches. You want to estimate the mean height of
students at your college or university to within one inch with 93%
confidence. How many male students must you measure?
3. A pharmaceutical company makes tranquilizers. It is assumed that the
distribution for the length of time they last is approximately normal.
Researchers in a hospital used the drug on a random sample of nine patients.
The effective period of the tranquilizer for each patient (in hours) was as
follows: 2.7; 2.8; 3.0; 2.3; 2.3; 2.2; 2.8; 2.1; and 2.4. Construct a 95%
confidence interval for the population mean length of time. Calculate for the
margin of error.
4. Suppose that 14 children, who were learning to ride two-wheel
bikes, were surveyed to determine how long they had to use
training wheels. It was revealed that they used them an average
of six months with a sample standard deviation of three months.
Assume that the underlying population distribution is normal.
Construct a 99% confidence interval for the mean of time using
training wheels. Calculate the error bound margin.
5. Unoccupied seats on flights cause airlines to lose revenue. Suppose a large
airline wants to estimate its mean number of unoccupied seats per flight over
the past year. To accomplish this, the records of 225 flights are randomly
selected and the number of unoccupied seats is noted for each of the sampled
flights. The sample mean is 11.6 seats and the sample standard deviation is
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MATHS (CONFIDENCE INTERVAL)

  1. The American Community Survey (ACS), part of the United States Census Bureau, conducts a yearly census similar to the one taken every ten years, but with a smaller percentage of participants. The most recent survey estimates with 90% confidence that the mean household income in the U.S. falls between $69,720 and $69,922. Find the point estimate for mean U.S. household income and the error bound for mean U.S. household income.
  2. The average height of young adult males has a normal distribution with standard deviation of 2.5 inches. You want to estimate the mean height of students at your college or university to within one inch with 93% confidence. How many male students must you measure?
  3. A pharmaceutical company makes tranquilizers. It is assumed that the distribution for the length of time they last is approximately normal. Researchers in a hospital used the drug on a random sample of nine patients. The effective period of the tranquilizer for each patient (in hours) was as follows: 2.7; 2.8; 3.0; 2.3; 2.3; 2.2; 2.8; 2.1; and 2.4. Construct a 95% confidence interval for the population mean length of time. Calculate for the margin of error.
  4. Suppose that 14 children, who were learning to ride two-wheel bikes, were surveyed to determine how long they had to use training wheels. It was revealed that they used them an average of six months with a sample standard deviation of three months. Assume that the underlying population distribution is normal. Construct a 99% confidence interval for the mean of time using training wheels. Calculate the error bound margin.
  5. Unoccupied seats on flights cause airlines to lose revenue. Suppose a large airline wants to estimate its mean number of unoccupied seats per flight over the past year. To accomplish this, the records of 225 flights are randomly selected and the number of unoccupied seats is noted for each of the sampled flights. The sample mean is 11.6 seats and the sample standard deviation is

4.1 seats. Calculate a 90% confidence interval for the population mean for number of unoccupied seats per flight.

  1. An article regarding interracial dating and marriage recently appeared in the Washington Post. Of the 1,709 randomly selected adults, 315 identified themselves as Latinos, 323 identified themselves as blacks, 254 identified themselves as Asians, and 779 identified themselves as whites. In this survey, 86% of blacks said that they would welcome a white person into their families. Among Asians, 77% would welcome a white person into their families, 71% would welcome a Latino, and 66% would welcome a black person. a) Calculate 95% confidence interval the percent of black adults who will allow a white person into their families. b) Calculate 90% confidence interval of percent of all Asians who would welcome a white person into their families.
  2. Stanford University conducted a study of whether running is healthy for men and women over age 50. During the first eight years of the study, 1.5% of the 451 members of the 50-Plus Fitness Association died. We are interested in the proportion of people over 50 who ran and died in the same eight-year period. Calculate for 97% confidence level for the population proportion of the people over 50 years who ran and died.