Ask Statistics and Probability Expert

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?

Statistics and Probability, Statistics

  • Category:- Statistics and Probability
  • Reference No.:- M92310378

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