Develop a regression equation to forecast

Assignment Help Advanced Statistics
Reference no: EM13187127

1. Sales for the past 12 months at the Young Company are given here.

Month

Sales ($ millions)

January

20

February

24

March

27

April

31

May

37

June

47

July

53

August

62

September

54

October

36

November

32

December

29

a. Use a three-month moving average to forecast sales for January.

b. Use a four-month moving average to forecast sales for January.

c. Use a three-month weighted moving average to forecast sales for January.  Use weights of (3/6), (2/6) and (1/6), giving more weight to more recent data.

d. Use exponential smoothing with a = 0.6 to forecast sales for January. 

e. Using the mean absolute deviation as the performance criteria, pick the preferred forecast.  Begin the error measurement in May.

f. Using the mean squared error as the performance criteria, pick the preferred forecast.  Begin the error measurement in May.

2. SGC Milk Products manufacturers and distributes ice cream in upstate New York.  The company wants to expand operations by locating another plant in Vermont.  The size of the new plant will be a function of the expecteddemand for ice cream within the area served by the plant.  A market survey is currently underway to determine that demand.

SGC wants the estimate the relationship between the manufacturing cost per gallon and the number of gallons sold in a year to determine the demand for ice cream and, thus, the size of the new plant.  The following data have been collected:

Plant

Cost per 1000 gallons

Gallons sold (1000s)

1

1,015

416.9

2

973

472.5

3

1,046

250.0

4

1,006

372.1

5

1,058

238.1

6

1,068

258.6

7

967

597.0

8

997

444.0

9

1,044

263.2

10

1,008

372.0

a. Develop a regression equation to forecast the cost per gallon as a function of the number of gallons sold.

b. Suppose the market survey indicates a demand of 325,000 gallons in the Albany, NY area. Estimate the manufacturing cost per gallon for a plant producing 325,000 gallons per year.

3. Demand for oil changes at Lubes R Us have been as follows:

Month

Oil Changes

January

41

February

46

March

57

April

52

May

59

June

51

July

60

August

62

a. Use simple linear regression analysis to develop a forecasting model for monthly demand.  What is the forecast demand for September?

b. Use a three-month moving average to forecast demand for September.

c. Which forecast is best?  Why?

Reference no: EM13187127

Questions Cloud

Accounting and consulting partnership : Hannah is a managing partner of Andrusian Worldwide LLP, an accounting and consulting partnership. Acting within her implied authority, Hannah makes a contract for Andrusian to perform an audit for National Motors Company.
What is delta s for the conversion of supercooled water : What is delta S for the conversion of 10 g of supercooled water at -10 degrees Celsius and 1 atm to ice at 10-10 degrees Celsius and 1 atm?
Explain measure of economic well-being : GDP does not include the value of used goods that are resold. Why would including such transactions make GDP a less informative measure of economic well-being
What type of decision is ken facing : For example, if Ken purchases a Sub 100 and if there is a favorable market, he will realize a profit of $300,000. On the other hand, if the market is un-favorable, Ken will suffer a loss of $200,000. But Ken has always been a very optimistic decis..
Develop a regression equation to forecast : Develop a regression equation to forecast the cost per gallon as a function of the number of gallons sold and estimate the manufacturing cost per gallon for a plant producing 325,000 gallons per year.
Describe how a domestic fast food chain with plans : Describe how a domestic fast food chain with plans for expanding into China would be able to use a forecasting model.
Find the slope of the tangent line to the curve : Use the limit definition of the derivative to find the slope of the tangent line to the curve f(x)=3x^2 at x=1
State if the ends of these molecules look the same : Cadaverine are 9.13 and 10.25. If the ends of these molecules look the same, why do they have different pkas?
Find the area of the shaded region : A triangle is placed in a semicircle with a radius of 5yd. Find the area of the shaded region. Use the value for 3.14 , and do not round your answer. Be sure to include the correct unit in your answer.

Reviews

Write a Review

Advanced Statistics Questions & Answers

  Future value-concept and application

In a Word document, upload your answers to the following questions below. Very importantly - show all your work. If your final answer is wrong, you can still receive partial credit if you show all of your steps and demonstrate a good understanding..

  Effectiveness of projections and forecasts

What are the ramifications to the firm to which you are most closely aligned or are analyzing if one or more of your projections/forecasts do not hold true?

  Probability distribution curves

Draw a graph of an insurer's probability distribution for total claim costs, assuming that it has expected claim costs of $500 million. Identify the probability of insolvency if the insurer has assets equal to $750 million.

  Purpose of adding asset with negative-low positive beta

The purpose of adding an asset with a negative or low positive beta is to:

  Research study statistical testing

Suppose you are testing the differences in attitudes toward health care reform using Democrats, Republicans, and Independents. How would the median measure be used for this test?

  Value of preferred stock

A firm has an issue of preferred stock outstanding that has a stated annual dividend of $4. The required return on the preferred stock has been estimated to be 10%. Compute the value of the preferred stock.

  Final price adjustment-defective pricing

Compute the amount of the final price adjustment because of defective pricing based on the following:

  Smith graphics-debt and equity decisions

On January 1, 2005, Smith Graphics, Inc., a product-labeling and graphics firm, borrowed $300,000 cash from First BancCorp and issued a five-year, 8% promissory note. The note requires annual interest payments each December 31.

  Link between relative frequency and the cumulative frequency

What is the purpose of developing a frequency distribution? What is the relationship between the relative frequency and the cumulative frequency?

  Determining the exchange rates of intel

Intel has the choice of borrowing dollars at 9.5% or yen at 7% for one year. The current exchange rate is ?152=$1. At what end of year exchange rate would the yen costs of these two loans be equal?

  How to optimize production

Ocean Juice produces both a cranberry juice cocktail and a raspberry-cranberry blend. Each day Ocean Juice can receive up to 1000 gallons of a raspberry concentrate that costs $2.00 per gallon and up to 4000 gallons of a cranberry concentrated tha..

  Cost relevant for decision-making

What makes a cost relevant for decision-making? Why are fixed costs not relevant for most short-term decisions?

Free Assignment Quote

Assured A++ Grade

Get guaranteed satisfaction & time on delivery in every assignment order you paid with us! We ensure premium quality solution document along with free turntin report!

All rights reserved! Copyrights ©2019-2020 ExpertsMind IT Educational Pvt Ltd