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

Explain progressive insurance''s products, 1 Insurance products are service...

1 Insurance products are services. Describe Progressive Insurance's products in terms of the four characteristics of services. How does Progressive deliver value to its customers?

Total operation system, critically discuss the total operation system, poli...

critically discuss the total operation system, policies and practices of an organization

Explain legacy systems and improvements, Legacy Systems and Improvements Pl...

Legacy Systems and Improvements Please respond to the following: •From the e-Activity, discuss the challenges legacy systems pose for enterprise system integration. Provide specifi

Define how constraints in manufacturing are interrelated, Explain how const...

Explain how constraints in manufacturing are interrelated with a company's decisions regarding volume and variety

Explain appropriate levels of control for their inventory, Hatten (2009) st...

Hatten (2009) stated, because inventory is such a significant expense, most businesses look carefully for ways to determine the appropriate levels of control for their inventory. H

Explain modern sweatshops are a problem, 1) List the four schools of though...

1) List the four schools of thought along with the basic cause of the labour problem and solution to the labour problem for each. 2) Explore the online exhibit about the 1911 Tr

Memorandum, You are the operations manager and in this capacity, you have b...

You are the operations manager and in this capacity, you have been asked to provide a location analysis on whether your company should expand an existing manufacturing plant or clo

Compute the breakeven volume, The following table shows the critical factor...

The following table shows the critical factors in a company's decision on choosing a new piece of equipment. Calculate the breakeven volume and utilization for each option and then

Explain what elements interest in the negotiations, Assuming that I am the ...

Assuming that I am the negotiator who is tasked with a salary (on call time, step increases, overtime for captains and majors) and benefits (insurance while employed, insurance aft

Product focused production system, Product Focused Production System ...

Product Focused Production System In this type of production processing, the production departments are organized according to the type of product / service being produced, a

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