In: Statistics and Probability
QUESTION 3
Jay –Ethan Company is a multi-billion pharmaceutical company that has won a contract by the government to produce hand sanitizers and respiratory gadgets for frontline health workers in Bono East region. As a result, the company has decided to give bonuses to its employees to motivate them for the risky task ahead. A sample of the weekly bonus received by the employees is organized in the table below:
Weekly Bonus ($) |
30<35 |
35<40 |
40<45 |
45<50 |
50<55 |
55<60 |
60<56 |
65<70 |
Number of employees(f) |
8 |
6 |
10 |
5 |
15 |
4 |
9 |
3 |
NB: Approximate to 2 decimal places
i) Find the mean amount of bonus given to the employees ii) Calculate the standard deviation and interpret it.
iii) What is the modal amount paid? iv) Would you say the bonus distribution follows the standard normal distribution? Why?
v) Calculate the coefficient of variation for the bonus distribution of Jay-Ethan and compare it with the coefficient of variation of 19.45% for the bonus distribution of KGH, a subsidiary of Jay-Ethan.
WEEKLY BONUS($) | NUMBER OF EMPLOYEES() |
30-35 | 8 | 32.5 | 260 | 8450 |
35-40 | 6 | 37.5 | 225 | 8437.5 |
40-45 | 10 | 42.5 | 425 | 18062.5 |
45-50 | 5 | 47.5 | 237.5 | 11281.25 |
50-55 | 15 | 52.5 | 787.5 | 41343.75 |
55-60 | 4 | 57.5 | 230 | 13225 |
60-65 | 9 | 62.5 | 562.5 | 35156.25 |
65-70 | 3 | 67.5 | 202.5 | 13668.75 |
is the midpoint of the class which we get by adding the class limits and divide by 2.
(1)To find mean
is the mean amount of bonus given to the employees .
(2)Standard Deviation
First find Variance
Standard deviation
=10.53(approximate to two decimal places)
The standard deviation measures how concentrated the data are around the mean
The more concentrated, the smaller the standard deviation.In situations where the results are restricted, a small standard deviation can be a goal.
(3) Modal amount
Where
i = class width (5)
difference between frequency of class mode and frequency of class after the class mode (15-5=10)
difference between frequency of class mode and frequency of class before the class mode (15-4=11)
lower boundary of class mode (50)
is the modal amount paid.
(4) The standard normal distributiondistribution that occurs when a normal random variable has a mean of 0 and a standard deviation of 1.Since the mean and standard deviation of this data doesnt fall in the said category, the bonus distribution in this case is not Standard normal distribution.