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1. The median sales prices for new single-family houses for the years 1998-2001 are as follows (Statistical Abstract of the United States, 2002).

Year

Price ($1000s)

1998

152.5

1999

161.0

2000

169.0

2001

175.2

a. Use 1998 as the base year and develop a price index for new single-family homes over this four-year period.

b. Use 1999 as the base year and develop a price index for new single-family homes over this four-year period.

2. The following table reports the percentage of stocks in a typical portfolio in nine quarters from 2005 to 2007.

Quarter

Stock %

1st - 2005

29.8

2nd - 2005

31.0

3rd - 2005

29.9

4th - 2005

30.1

1st - 2006

32.2

2nd - 2006

31.5

3rd - 2006

32.0

4th - 2006

31.9

1st - 2007

30.0

a. Use exponential smoothing to forecast this time series. Consider smoothing constants of α = .2, .3, and .4. What value of the smoothing constant provides the best forecast?

b. What is the forecast of the percentage of stocks in a typical portfolio for the second quarter of 2007?

3. The following five years of data show the average minimum balance to avoid fees for checking accounts that pay interest (USA Today, December 6, 2005).              

Date

Balance ($)

Spring 2000

1522.41

Fall 2000

1659.63

Spring 2001

1678.34

Fall 2001

1707.55

Spring 2002

1767.36

Fall 2002

1866.17

Spring 2003

2015.04

Fall 2003

2257.82

Spring 2004

2425.83

Fall 2004

2086.93

Spring 2005

2295.85

Fall 2005

2294.61

a. Graph this time series. Does a linear trend appear to be present?

b. Develop the equation for the linear trend component for the time series.

c. Use the trend equation to forecast the minimum average balance to avoid account fees for Spring 2006.

4. R&B Beverages, Inc., provides a complete line of beer, wine, and soft drink products for distribution through retail outlets in central Iowa. Unit price data for 2003 and 2006 and quantities sold in cases for 2003 follow.

Item

2003 Quantity (cases)

Unit Price ($)

2003

2006

Beer

35,000

16.25

17.50

Wine

5,000

64.00

100.00

Soft drink

60,000

7.00

8.00

Compute a weighted aggregate index for the R&B Beverage sales in 2006, with 2003 as the base period.

Applied Statistics, Statistics

  • Category:- Applied Statistics
  • Reference No.:- M91878448

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