Question

In: Statistics and Probability

The following data represent the ages in years of a sample of 25 employees from a...

The following data represent the ages in years of a sample of 25 employees from a government department:

            31        43        56        23        49        42        33        61        44        28

            48        38        44        35        40        64        52        42        47        39

            53        27        36        35        20

  1. Construct a stem and leaf display for the ages.

  1. Find the median age.

           

  1. Find the lower quartile of the ages.

           

  1. Find the upper quartile of the ages.

           

  1. Find the 60th percentile of the ages.

           

  1. Compute the range and interquartile range of the data.
  1. Compute the sample mean age.

           

  1. Compute the sample variance, and sample standard deviation.

           

  1. Calculate the 4th decile of the data.            

            

  1. Compute the 8th decile of the data.                

  1. Calculate the 1st quintile

l. Calculate the 2nd quintile

m. Construct a relative frequency distribution for the data, using five class intervals and the value 20 as the lower limit of the first class.

           

  1. Construct a relative frequency histogram for the data, using the relative frequency distribution constructed in Question m.

           

Solutions

Expert Solution

(i) Stem & Leaf

STEM LEAF
2 0378
3 1355689
4 022344789
5 236
6 14

Procedure:

Stem and Leaf display process is as same as the Tally mark frequency method. But in the tally mark frequency method we use the storkes and count those strokes to make frequency. In Stem and Leaf we observe the given value and write those Tenth Place as STEM i.e if the the value in the given series is 10 we write its stem as 1, if the value in the given series is 20, 23, 29 then we write its stem value as 2, if the given values in 30s then we write its stem value as 3......... if the given values in 90s then we write its stem value as 9.

If we observe in the given series we have the values relatd to 20s, 30s, 40s, 50s and 60s, So We took the stem values as 2, 3, 4,5 and 6.

Coming to the Leaf value. If the value is 20 then write the UNIT value (i.e 0) in LEAF, if the Value is 64 write the unit value i.e 4 in LEAF, If the value is 53 the STEM IS 5 and LEAF IS 3, If the value is 31 then the STEM IS 3 and 1 IS LEAF.......

X
20
23
27
28
31
33
35
35
36
38
39
40
42
42
43
44
44
47
48
49
52
53
56
61
64
MEDAIN 42
Q1 34
Q3 48.5
P60 43.6
R 44
IQR 14.5
MEAN 41.2
VARIANCE 119.8400
S.D 10.9471

The above calculatins are made using EXCEL.

Procedure:

Step1: Type all the given values in Excel Sheet

Step2: Make the given data in Ascending Order. For this Select the Data and Select the SORT & FILTER option from MENU and that select A to Z; this will makes the given data in ASCENDING ORDER

Step3: Put the cursor in Cell A27 because the given values are 25 and heading x occupied upto A26 so we want to put the cursor at A27(or at your required place)

Step4: Select the FORMULAS from menu; from that select INSERT FUNCTIONS which is with the logo fx. After selectin INSERT FUNCTION we will get a List of Formulae Window.

Step5: From that window Select MEDIAN; after selecting MEDIAN a window will open in that fill the value as A2;A26 and Press OK, it will gives the MEDIAN value.

Similarly do the same procedure;

For Quartiles: Select QUARTILE.EXC in this for first quartile give 1 and for 3rd quartile give the Quar as 3

For Percentile: Select PERCENTILE.EXC in this for the 60 the percentile give the K value as 0.6 i.e 60/100

For Mean, Variance and S.D : Select AVERAGE, VAR.P and STDEV.P

Note: For all the Measures we have to fill the Array with the cell values A2:A26


Related Solutions

The following data represent the salaries (in thousands of dollars) of a sample of 13 employees...
The following data represent the salaries (in thousands of dollars) of a sample of 13 employees of a firm: 26.5, 23.5, 29.7, 24.8, 21.1, 24.3, 20.4, 22.7, 27.2, 23.7, 24.1, 24.8, and 28.2. Calculate the interquartile range. What does this tell you about the data? Show your work. Describe the shape of distribution of salaries of employees of the firm based on the values of the quartiles. Give a possible reason for the shape of this data set, in terms...
The following data represent the time (in minutes) recorded for a sample of 20 employees in...
The following data represent the time (in minutes) recorded for a sample of 20 employees in order to get to work using public transportation. 12   37   24   5   9   42   46   39   54   34 22   50   58   30   27   118   61   47   18   15 (A) Does the sample contain any extreme values? Justify your answer with a suitable test. Comment on the results ... The sample Contains Extreme Values IQR = , Lower Limit = , Upper Limit = ,...
The following data represent the number of people aged 25 to 64 years covered by health...
The following data represent the number of people aged 25 to 64 years covered by health insurance​ (private or​ government) in 2018. Approximate the mean and standard deviation for age. Age ​25-34 ​35-44 ​45-54 ​55-64 Number​ (millions) 22.3 34.4 35.4 28.9
The data represent measures on a random sample of 25 individuals with high cholesterol levels. The...
The data represent measures on a random sample of 25 individuals with high cholesterol levels. The variables are as follows: Dependent variable Y: Systolic Blood Pressure (SBP) Independent variable X_1: Body Size, measured by Quetelet (QUET) Index = 100(weight/height2) Independent variable X_2: Age 1. For an individual of age 51 and QUET 3.30, obtain by hand calculation the predicted level of SBP (remember they should be mean centered). If that individual’s actual SBP was found to be 130, obtain the...
The following data represent weights in kilograms of maize harvest from a random sample of 72...
The following data represent weights in kilograms of maize harvest from a random sample of 72 experimental plots on St. Vincent, an island in the Caribbean (Reference: B. G. F. Springer, Proceedings, Caribbean Food Corps. Soc., Vol. 10, pp. 147–152). Note: These data are also available with other software on the Stat Space CD-ROM. For convenience, the data are presented in increasing order. 7.8, 9.1, 9.5, 10.0, 10.2, 10.5, 11.1, 11.5, 11.7, 11.8, 12.2, 12.2, 12.5, 13.1, 13.5, 13.7, 13.7,...
The following data represent the ages of 15 people buying lift tickets at a ski area....
The following data represent the ages of 15 people buying lift tickets at a ski area. 15 25 26 17 38 16 75 41 30 24 28 40 20 35 31 What is the mean of these data, rounded to two decimal places? What is the median of these data? What is the range of these data? What is the variance of these data, rounded to two decimal places? What is the standard deviation of these data, rounded to two...
The data below represent the ages of drivers and the number of accidents reported for                 ...
The data below represent the ages of drivers and the number of accidents reported for                  each age group in Pennsylvania for a selected year. Use an excel spreadsheet to                  create a scatter plot and calculate the sample correlation coefficient. At the α = 0.10                  level, test for a significant correlation between age and number of accidents. Age, x 16 17 18 19 20 21 Number of accidents, y 6605 8932 8506 7349 6458 5974
The following table gives data from a local school district on children's ages (x) in years...
The following table gives data from a local school district on children's ages (x) in years and reading levels(y). Age in years X: 6, 7, 8, 9, 10, 11, 12, 14, 14, 15. Reading level Y: 1.3, 2.2, 3.7, 4.1, 4.9, 5.2, 6.0, 7.1, 8.5, 9.7. Calculate the correlation coefficient r. Calculate the coefficient of determination r2. Find the regression coefficients and estimate the regression equation.    Based on the estimated regression equation in (b), find the reading level of a...
1. The following data from several years ago represent salaries (in dollars) from a school district...
1. The following data from several years ago represent salaries (in dollars) from a school district in Greenwood, South Carolina. 10, 000 11, 000 11, 000 12, 500 14, 300 17, 500 18, 000 16, 600 19, 200 21, 560 16, 400 107, 000 (a) First, assume you work for the school board in Greenwood and do not wish to raise taxes to increase salaries. Compute the mean, median, and mode and decide which one would best support your position...
The following data represent the number of people aged 25 to 64 years covered by health insurance (private or government) in 2003.
The following data represent the number of people aged 25 to 64 years covered by health insurance (private or government) in 2003. Approximate the mean and standard deviation for age. 
ADVERTISEMENT
ADVERTISEMENT
ADVERTISEMENT