Ask Statistics and Probability Expert

Question 1

Business, Management, Accounting, Finance, Economics, HR, OH&S, Law

As described on the Safe Work Australia website* alost-time injury "... is defined as an occurrence that resulted in a fatality, permanent disability or time lost from work of one day/shift or more. This definition comes from the Australian standard: Workplace Injury and Disease Recording Standard (Australian Standard 1885.1- 1990), published by Standards Australia."

http://www.safeworkaustralia.gov.au/sites/swa/about/publications/pages/ns1990injuryanddiseaserecording

The table below provides causes of lost-time injuries, and their relative frequency (percentage) of occurrence, across the previous two years at a mining site.

Cause

Percentage

Vehicle Accident

4

Fall/slip on same level

25

Fall from height

3

Hit by falling object

31

Pushing/pulling object

5

Contact with chemical

5

Cut by tools

14

Exposed to mental stress

4

Other mechanisms

9

 

100

The data are also available in the file ‘Assignment 2 Q1 -Tri 3 2016.sav' available in the list of SPSS files on Blackboard (under Resources/HELP).

a) Create and provide the appropriate chart for the data provided.

b) Write a brief report of your findings. NOTE: A comprehensive response should requireless than 100 words.

Question 2

Management, Accounting, Finance, HR, Business Performance

In many service-based organisations, such as accounting firms, performance appraisals of employees are based on the individual's number of ‘chargeable hours' of work to clients for the period in question. Senior partners within a particular accounting firm wanted to assess the performances of two groups of their accountants. One group was represented by their more-recently recruited graduate students, the second was represented by their more highly-paid employees who have completed the additional qualification of becoming a certified practicing accountant. The organisation was interested in, amongst many measures of performance, assessing whether the differences in salary could be justified by differences in chargeable hours.

The firm selected a random sample of 20 days from the past quarter (3-month period) and 6 accountants from each group and recorded the daily numbers of chargeable hours to clients for each of the individuals on those days. This resulted in 120 observations for each group.

The two groups are referred to as CPA and non-CPA employees.

The data are provided in the file named ‘Assignment 2 Q2 -Tri 3 2016.sav' available in the list of SPSS files on Blackboard (under Resources/HELP).

a) One key variable is Employee type, with possible responses being CPA or non-CPA. The second key variable is daily chargeable hours (abbreviated hereafter to Chargeable hours). Identify each variable's type, and give a brief clear reason for your decision.

b) Use SPSS to construct a histogram for allChargeable hours. How would you describe the shape? Include your histogram.

c) Use SPSS to construct separate histogramsofChargeable hours for each of the CPA and non-CPA employees. You must also perform the following on the histograms:
- Use a common scale for both histograms: set a minimum of 0 and a maximum of 10;
- Change the width of the bins (intervals) to 0.6;
- Vertically align the two histograms (paste one directly below the other) when including in your submission.

d) What other graphical presentation would be useful to compare the Chargeable hours for the CPA and non-CPA employees? Name and provide the visual display using SPSS.

e) Use SPSS to find the mean, median, standard deviation and interquartile ranges of the Chargeable hours for the CPA employees. Repeat for the non-CPA employees. Do not simply include raw output.

f) Identify why it would be suitable to use all of the above four summary measures to describe the distribution of Chargeable hours.

g) Using your output created in parts (b) - (e), give a brief report comparing the Chargeable hours for the CPA and non-CPA employee groups.

h) The Senior Partners of the firm believe CPA employees should be achieving at least 8 chargeable hours per day.

i. Use the empirical rule to (approximately) estimate the probability of this minimum number of Chargeable hours being achieved. Show your working. Do NOT use the computer to get a more accurate answer.

NOTE: round the mean and standard deviation you obtained earlier to 2 decimal places before using them to estimate the probability via the empirical rule.

ii. Does it appear the Senior Partners' expectations are being met? Explain.

Question 3

Management, Logistics and Supply Chain, Process Control, Finance, Accounting

Quality control is an important part of the manufacturing process, helping to ensure consumers receive products which are to their satisfaction. The consequences of poor quality products include, but are not limited to, issues of reputation, non-repeat purchases, costs of repairs under warranty, costs of scrap and rework of materials; this affects the company's finances and potential future existence.

The assembly of free-standing DIY bookshelves involves the connection of shelves to the main frame of the bookcase. The shelves and bookcase have slots/holes into which short connector ‘rods' (dowel) must fit. An example image is available at the link below**.

A particular supplier of these bookshelves has specifications that include the requirement that the mean diameter of the connector ‘rods' is 14.0mm, otherwise shelves will be either too loose, or the rod will not easily fit within the slot/hole. The diameters of a random sample of 35 rods from this supplier are provided in the file named ‘Assignment 2 Q3 - Tri 3 2016.sav' available in the list of SPSS files on Blackboard (under Resources/HELP).

a) Use SPSS to obtain a 95% confidence interval for the mean diameter of the connector rods.

i. State the 95% confidence interval (i.e., simply give the lower & upper limits), and include the SPSS output from where you obtained the interval.

ii. Interpret the 95% confidence interval (i.e., give a statement) relating it to the context of the scenario. Reminder: ensure you accurately word your response.

iii. Explain, using support from the 95% confidence interval, what you would conclude about the supplier meeting the specification requirement. Reminder: ensure you accurately word your response.

b) Use SPSS to conduct a formal hypothesis test, using a 5% significance level, of whether the mean diameter of the connector rods is meeting the specification requirement (14.0mm). Apply the five steps that were outlined in the lecture and include the SPSS output from where you obtain the p-value. Reminder: Ensure the marker can understand any decisions you make.

Question 4

Management, Accounting, Finance, HR, Business Performance

Recall Question 2 - The following questions apply to that same scenario and data set

a) Use SPSS to obtain a 95% confidence interval for the difference in the mean chargeable hours for CPA and non-CPA employees.
i. State the 95% confidence interval (i.e., simply give the lower & upper limits) and include the SPSS output from where you obtained the interval.

ii. Interpret the 95% confidence interval (i.e., give a statement) relating it to the context of the scenario. Reminder: ensure you accurately word your response.

b) Prior to the above analysis, a CPA employee had commented that,based on her experience at other organisations she expected a difference in mean chargeable hours per dayof 3.5.Explain, using support from the 95% confidence interval, what you would conclude about such a comment. Reminder: ensure you accurately word your response.

Attachment:- Required Files.zip

Statistics and Probability, Statistics

  • Category:- Statistics and Probability
  • Reference No.:- M92100821
  • Price:- $80

Guranteed 48 Hours Delivery, In Price:- $80

Have any Question?


Related Questions in Statistics and Probability

Introduction to epidemiology assignment -assignment should

Introduction to Epidemiology Assignment - Assignment should be typed, with adequate space left between questions. Read the following paper, and answer the questions below: Sundquist K., Qvist J. Johansson SE., Sundquist ...

Question 1 many high school students take the ap tests in

Question 1. Many high school students take the AP tests in different subject areas. In 2007, of the 144,796 students who took the biology exam 84,199 of them were female. In that same year,of the 211,693 students who too ...

Basic statisticsactivity 1define the following terms1

BASIC STATISTICS Activity 1 Define the following terms: 1. Statistics 2. Descriptive Statistics 3. Inferential Statistics 4. Population 5. Sample 6. Quantitative Data 7. Discrete Variable 8. Continuous Variable 9. Qualit ...

Question 1below you are given the examination scores of 20

Question 1 Below you are given the examination scores of 20 students (data set also provided in accompanying MS Excel file). 52 99 92 86 84 63 72 76 95 88 92 58 65 79 80 90 75 74 56 99 a. Construct a frequency distributi ...

Question 1 assume you have noted the following prices for

Question: 1. Assume you have noted the following prices for paperback books and the number of pages that each book contains. Develop a least-squares estimated regression line. i. Compute the coefficient of determination ...

Question 1 a sample of 81 account balances of a credit

Question 1: A sample of 81 account balances of a credit company showed an average balance of $1,200 with a standard deviation of $126. 1. Formulate the hypotheses that can be used to determine whether the mean of all acc ...

5 of females smoke cigarettes what is the probability that

5% of females smoke cigarettes. What is the probability that the proportion of smokers in a sample of 865 females would be greater than 3%

Armstrong faber produces a standard number-two pencil

Armstrong Faber produces a standard number-two pencil called Ultra-Lite. The demand for Ultra-Lite has been fairly stable over the past ten years. On average, Armstrong Faber has sold 457,000 pencils each year. Furthermo ...

Sppose a and b are collectively exhaustive in addition pa

Suppose A and B are collectively exhaustive. In addition, P(A) = 0.2 and P(B) = 0.8. Suppose C and D are both mutually exclusive and collectively exhaustive. Further, P(C|A) = 0.7 and P(D|B) = 0.5. What are P(C) and P(D) ...

The time to complete 1 construction project for company a

The time to complete 1 construction project for company A is exponentially distributed with a mean of 1 year. Therefore: (a) What is the probability that a project will be finished in one and half years? (b) What is the ...

  • 4,153,160 Questions Asked
  • 13,132 Experts
  • 2,558,936 Questions Answered

Ask Experts for help!!

Looking for Assignment Help?

Start excelling in your Courses, Get help with Assignment

Write us your full requirement for evaluation and you will receive response within 20 minutes turnaround time.

Ask Now Help with Problems, Get a Best Answer

Why might a bank avoid the use of interest rate swaps even

Why might a bank avoid the use of interest rate swaps, even when the institution is exposed to significant interest rate

Describe the difference between zero coupon bonds and

Describe the difference between zero coupon bonds and coupon bonds. Under what conditions will a coupon bond sell at a p

Compute the present value of an annuity of 880 per year

Compute the present value of an annuity of $ 880 per year for 16 years, given a discount rate of 6 percent per annum. As

Compute the present value of an 1150 payment made in ten

Compute the present value of an $1,150 payment made in ten years when the discount rate is 12 percent. (Do not round int

Compute the present value of an annuity of 699 per year

Compute the present value of an annuity of $ 699 per year for 19 years, given a discount rate of 6 percent per annum. As