Explain standard deviation and how it is used in business

Assignment Help Financial Accounting
Reference no: EM132090005 , Length: 8 pages

Question 1.

Explain the following, illustrating your explanation with examples and diagrams where necessary:

- Scatter diagram
- Correlation of r = 0
- Line of best fit
- The difference between positive and negative correlation

Question 2.

The financial reports of Brisbane North Pty Ltd and Brisbane South Pty Ltd disclosed the following profits for last five years. Both companies manufacture the same product.

Year

Brisbane North P/L

Brisbane South P/L

2011

$250,000

$110,000

2012

$310,000

$170,000

2013

$450,000

$250,000

2014

$650,000

$470,000

2015

$890,000

$550,000

Assessment task:

A. Draw a scatter diagram and analyse and explain your analysis
B. Calculate and discuss the correlation coefficient of the two companies using the product moment method
C. If Brisbane North P/L makes a profit of $750 000, estimate the profit for Brisbane South P/L using:
o A line of best fit through the scatter diagram
o A line of best fit using the least-squares method

Question 3.

Outline sources of relevant information available to the financial services industry and briefly explain their relevance to the industry.

Question 4.

Explain the following terms, illustrating your explanation with examples where necessary:

- Non-sampling error
- Primary data
- Random sampling
- Multistage sample
- Stratified sample

Question 5.

The following table shows the average award rates of pay and consumer price index of Superland.

Year

Weekly Award Wage

$

Consumer Price Index
(2005-6 =100)

June 2005

250.00

97.2

June 2006

265.00

103.5

June 2007

285.00

110.0

June 2008

310.00

112.0

June 2009

320.00

114.7

June 2010

335.00

125.3

June 2011

350.00

131.6

June 2012

365.00

139.0

Assessment task:

- Prepare a spreadsheet with columns for Year, Weekly Award, CPI, Real Weekly Award and Revised CPI
- Using the price index given, calculate real weekly award wages for each year for 2005-06 prices, round up to the nearest cent.
- Calculate an index for weekly award wages using June 2005 as the base year, round up to the nearest cent.

Question 6.

The following sales data have been extracted from Brisbane North Pty Ltd for the years 2006 to 2013.

Year

Sales (Y)

2006

17,000

2007

17,500

2008

18,200

2009

19,000

2010

19,500

2011

20,100

2012

20,500

2013

21,000

Assessment task:

Prepare a spreadsheet showing Exponential Smoothing of the data with a smoothing constant of 45%.

Question 7.

Standard deviation is commonly used by businesses to measure confidence in statistical conclusions. Unlike the variance, the standard deviation is expressed in the same units as the data.

Assessment task

Explain the standard deviation and how it is used in business. Illustrate your explanation by examples and application in some industries. 

Question 8.

History students scored an average of 82% in their final exam. Assuming a normal curve with a standard deviation of 5%:

(i) What is the probability of a student scoring less than 50%?
(ii) (ii) What percentage of students scored higher than 75%?
(iii) (iii) What percentage of students scored between 60% and 75%?

Verified Expert

The project was about statistical measure and techniques. The techniques used here are widely used in industry and financial services sector. Statistical measures are taken to analyse, interpret and predict the financial position of the product, brand or the company as a whole. As risk plays a major role in deciding or rejecting any proposal, it is extremely important to take into consideration the same. For that standard deviation, beta, regression techniques etc are used, as we did in the project.

Reference no: EM132090005

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