Question

In: Statistics and Probability

Data obtained from the National Center for Health Statisticsshow that men between the ages of...

Data obtained from the National Center for Health Statistics show that men between the ages of 20 and 29 have a mean height of 69.3 inches, with a standard deviation of 2.9 inches. A baseball analyst wonders whether the standard deviation of heights of major-league baseball players is less than 2.9 inches. The heights (in inches) of 20 randomly selected players are given below.

7274717276
7077757272
7772757073
7375737474

Use Minitab Express to perform a Normality Test on this data. Report your answers rounded to three decimal places, where applicable.

a) In the normal probability plot, the data  (does / does not) stay relatively close to the reference line.

b) The Anderson-Darling test results in a P-value of . The given data  (does /does not) provide significant evidence to claim that it did not come from a normal distribution.

Solutions

Expert Solution

a) In the normal probability plot, the data  does stay relatively close to the reference line.

b) The Anderson-Darling test results in a P-value of 0.448 . The given data   does not provide significant evidence to claim that it did not come from a normal distribution.

[ interpretation:-

i am using minitab to solve the problem.

steps:-

copy the data in a column of minitab and name it height graph probability plot single ok in graph variable select height in distribution select normal ok ok.

your normal probability plot be:-

for Anderson darling test p value = 0.448 >0.05,

so we do not have enough evidence to reject our null hypothesis...this means that there is not enough evidence to reject the claim that the data comes from a normal population. ]


Related Solutions

Data obtained from the National Center for Health Statistics show that men between the ages of...
Data obtained from the National Center for Health Statistics show that men between the ages of 20 and 29 have a mean height of 69.3 inches, with a standard deviation of 2.9 inches. A baseball analyst wonders whether the standard deviation of heights of major-league baseball players is less than 2.9 inches. The heights (in inches) of 20 randomly selected players are given below. 72 74 71 72 76 70 77 75 72 72 77 72 75 70 73 73...
Data show that men between the ages of 20 and 29 in a general population have...
Data show that men between the ages of 20 and 29 in a general population have a mean height of 69.3​ inches, with a standard deviation of 2.9 inches. A baseball analyst wonders whether the standard deviation of heights of​ major-league baseball players is less than 2.9 inches. The heights​ (in inches) of 20 randomly selected players are shown in the table. 72 74 71 72 76 70 77 76 72 72 77 73 75 70 73 74 75 73...
Data show that men between the ages of 20 and 29 in a general population have...
Data show that men between the ages of 20 and 29 in a general population have a mean height of 69.3​ inches, with a standard deviation of 3.1 inches. A baseball analyst wonders whether the standard deviation of heights of​ major-league baseball players is less than 3.1 inches. The heights​ (in inches) of 20 randomly selected players are shown in the table. Calculate the value of the test statistic. A) x^2= B) determine the P-value 72 74 71 72 76...
The National Center for Health Statistics (NCHS) provided data on the distribution of weight (in categories)...
The National Center for Health Statistics (NCHS) provided data on the distribution of weight (in categories) among Americans in 2002. The distribution was based on specific values of body mass index (BMI) computed as weight in kilograms over height in meters squared. Underweight was defined as BMI< 18.5, Normal weight as BMI between 18.5 and 24.9, overweight as BMI between 25 and 29.9 and obese as BMI of 30 or greater. Americans in 2002 were distributed as follows: 2% Underweight,...
Data from the Office for National Statistics show that the mean age at which men in...
Data from the Office for National Statistics show that the mean age at which men in Great Britain get married was 32.5. A news reporter noted that this represents a continuation of the trend of waiting until a later age to wed. A new sample of 47 recently wed British men provided their age at the time of marriage. These data are contained in the Excel Online file below. Construct a spreadsheet to answer the following questions. Open spreadsheet Do...
The 2011 National Health Interview Survey by the National Center for Health Statistics (NCHS) provides weight...
The 2011 National Health Interview Survey by the National Center for Health Statistics (NCHS) provides weight categorization for adults 1818 years and older based on their body mass index. The same NCHS report breaks down the sampled individuals by age group. The percentages of obese individuals in the 2011 survey for each age group are provided in the table. Age group Percent who are obese 1818 to 4444 26.226.2 4545 to 6464 32.232.2 6565 to 7474 31.631.6 7575 and over...
A set of reliability testing data for a special equipment was obtained and the ordered ages...
A set of reliability testing data for a special equipment was obtained and the ordered ages at failure (hours) were: 8.3, 13, 16.9, 20.1, 23.8, 26.5, 29.8, 33.2, 36.5, 41, 45.1, 51.7, 61.3. Assume that these times to failure are normally distributed. Estimate the equipment reliability and hazard function at age 25 hours.
Suppose we have data from a health survey conducted in year 2000. Data were obtained from...
Suppose we have data from a health survey conducted in year 2000. Data were obtained from a random sample of 1000 persons. An OLS linear regression analysis was carried out in the following way: Dependent Variable: Systolic blood pressure (SBP, in mmHg) Independent Variables: Gender (1 if female, 0 if male) Age (in years) Education (binary variables for “Not graduated from high school” and “Graduated from high school (but not from college)”; the reference category is “Graduated from college”) A...
The following is the data obtained from a set of samples on the relation between statistics...
The following is the data obtained from a set of samples on the relation between statistics final exam scores and the students’ confidence rating on mathematical skills. Student ID Exam score Math confidence Z exam Z math conf A 60 1 A -.77 -1.61 B 80 5 B .77 1.36 C 70 3 C 0 -0.12 D 50 2 D -1.55 -0.87 E 90 4 E 1.55 0.62 F 70 4 F 0 0.62 Mean 70 3.17 SD 12.9 1.34...
The following is the data obtained from a set of samples on the relation between statistics...
The following is the data obtained from a set of samples on the relation between statistics final exam scores and the number of missed classes. Student ID Exam score Class missed Z exam Z class missed A 90 0 A 1.46 -1.46 B 80 1 B 0.88 -0.88 C 70 3 C 0.29 0.29 D 60 2 D -0.29 -0.29 E 50 4 E -0.87 0.88 F 40 5 F -1.46 1.46 Mean 65 2.5 SD 17.08 1.71 9. a....
ADVERTISEMENT
ADVERTISEMENT
ADVERTISEMENT