Describe double exponential smoothing, Operation Management

Assignment Help:

The Cardinal Electronics Company must project the sales of cellular phones for the next year (called year 2). The number of cell phones sold by Cardinal Electronics in each of the past 6 months (July of year 1 through December of year 1) is shown below. Month Number of Cellular Phones Sold July 183 August 215 September 294 October 333 November 410 December 438 a. Forecast the number of cellular phones demanded in January of year 2 using a rolling (i.e. updated at end of each month when new demand data becomes available) 4-month linear regression model. For example, forecasts generated at the end of October are made by fitting a linear regression to the demands in months July through October and forecasts generated at the end of December are made by fitting a linear regression to the demands in months September through December. Forecast the number of cellular phones demanded in July of year 2. Calculate the MAD, MSE, and MAPE for a rolling 4-month linear regression model. b. Using Double Exponential Smoothing (DES) with ? = 0.15 and ?= 0.10 (i.e. assume the data has a linear trend pattern), forecast the number of cellular phones demanded in January of year 2. Forecast the number of cellular phones demanded in July of year 2. Calculate the MAD, MSE, and MAPE for your double exponential smoothing model. c. Based on the measures of forecast accuracy you calculated for the part a) linear regression model and the part b) DES (0.15, 0.10) model, which model is a better fit for this data?


Related Discussions:- Describe double exponential smoothing

Describe the several components of inventory holding cost, Question: (a...

Question: (a) (i) What are the assumptions to be respected while deriving the Economic Order Quantity formula. (ii) Describe the several components of inventory holding c

Explain how much would he receive under the incentive plan, Fulton Enterpri...

Fulton Enterprises is trying to determine standard production per day for an incentive program. Suppose that the incentive program will pay $1 per unit produced above standard rate

Explain inadequate strategic planning, Do you think that inadequate strateg...

Do you think that inadequate strategic planning was a factor that resulted in the company's asking for trade protection?

Explain primarily used to help design products, Which of the following is p...

Which of the following is primarily used to help design products that will connect product attributes with customer desires?

Explain were the british more responsible for losing the war, Were the Brit...

Were the British more responsible for losing the war or were the colonists more responsible for winning it? Use specific examples from this week's readings to support your respons

Demand Forecasting and Inventory Management., Discuss the supply management...

Discuss the supply management''s heightened concern for future acquisition needs - for example, capital equipment acquisition, supplies contract, standard commodity, etc.

Define the main considerations regarding logistics alliances, What are the ...

What are the major considerations regarding logistics alliances, for: a) initiation? b) implementation? c) maintenance? d) termination?

Process adjustment and process capability, Process Adjustment and Process C...

Process Adjustment and Process Capability Process adjustment In the event of the process veering towards non-conformance as a result of variables which are not inherent t

Depict serializability graphs, Draw serializability (precedence) graphs for...

Draw serializability (precedence) graphs for the following schedules and state whether each schedule is (conflict) serializable. For each serializable schedule, determine the equiv

Explain what are the correlation coefficient, Mark Gershon, owner of a musi...

Mark Gershon, owner of a musical instrument dis-tributorship, thinks that demand for guitars may be related to the number of television appearances by the popular group Maroon 5 du

Write Your Message!

Captcha
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