Calculate the value of the correlation coefficient

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Reference no: EM131501649

Complete the following questions using Microsoft Excel.

Exercise 1 - The Normal Distribution

The mean amount of pasta eaten by Italians each year is 26kg. If the amount follows a normal distribution with a standard deviation of 5 kg, in a random sample of 300 Italians, how many ( to the nearest whole number) would you expect to eat each year.

(a) Less than 30kg?

(b) More than 20kg?

(c) Between 20kg and 30kg?

Exercise 2 - Correlation

The medium prices of houses sold during the year ending June 2008 for 12 areas in Sydney, along with their postcodes, are shown in the following table

Suburb

Postcode (x)

Median price ($'000) (y)

Hazelbrook

2779

302

Penrith

2750

305

Greystanes

2145

404

Kellyville

2155

579

Croydon

2132

752

Cherrybrook

2126

890

Balmain

2041

993

Lane Cove

2066

1040

Birchgrove

2041

1115

Pymble

2073

1200

Queenscliff

2096

1375

Church Point

2105

1425

(a) Using a scale between 2000 and 2800 for postcode on the horizontal axis, and a scale between 300 and 1500 for median price ($'000) on the vertical axis, draw a scatter diagram of the data.

(b) For these data:

Sxx = 756 389     Syy = 1 733 714    Sxy = -822 255

Calculate the value of the correlation coefficient.

(c) Test the value of found in (b) for significance. What conclusions can you draw?

Exercise 3 - Regression Analysis

The exchange rate between the Australian dollar (A$) and the US dollar (US$) on the 2nd              of January is shown in the following table for each year between 2003 and 2012.  The data shows how many cents US that A$ would purchase.

Year

US Cents

2003

56.2

2004

75.0

2005

78.1

2006

73.3

2007

78.8

2008

87.5

2009

70.3

2010

89.7

2011

102.3

2012

97.9

(a) Plot the data on a scatter diagram and joint the points (place the year on horizontal axis) Do you see any linear trend? If not, What trend do you notice? Are there any outliers?

(b) Find the least squares regression line of US cents on year where the years are labelled as 1, 2, 3, 4, ..., 10.

(c) Draw the line found in (b) on the scatter diagram in (a). Do you think it's a good fit?

Reference no: EM131501649

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len1501649

5/19/2017 6:51:40 AM

Australian student, need it perfect and accurate and as per the guidelines. Complete the above given questions using Microsoft Excel. Must be set out in Excel to show how answers were calculated. Plot the data on a scatter diagram and joint the points (place the year on horizontal axis) Do you see any linear trend? If not, What trend do you notice? Are there any outliers?

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