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 specific strategies, What challenges may arise if a U.S. project m...

What challenges may arise if a U.S. project manager moves to a foreign country to manage a project for 5 years? Discuss specific strategies that the U.S. project manager could use

Define necessary for business organizations to act ethically, Suggest two r...

Suggest two reasons why it is necessary for business organizations to act ethically, and provide support for your rationale.

Operation mangment, George kyparsis determines his cost to be as follow

George kyparsis determines his cost to be as follow

Explain preparation and analysis of balance sheet, Explain preparation and ...

Explain preparation and analysis of balance sheet. Preparation and Analysis of Balance Sheet: Balance Sheet is one of the significant financial statements of a company provid

Devise a regression equation or predict the profitability, Consider the tab...

Consider the table below. This time, the historical profitability of eight locations is listed in the table. Devise a regression equation and predict the profitability of a new sit

Explain the leadership styels of freed hammond, Identify the leadership sty...

Identify the leadership styels of freed Hammond and May Allison. Apply several of the leadership models to the case, such as the contingency model and the Hersey Balanced situation

When manager focus the progress of an affirmative action, when manager moni...

when manager monitors the progress of an affirmative action program to advance minorities within the corporation; reviewing progress on changing in staff attitude; calls a special

Concepts of collective bargaining process, The United Auto Workers union en...

The United Auto Workers union enters into contract negotiations with the Ford Motor Company in Michigan. What are the three main subject areas the UAW can negotiate with Ford? Prov

Explain cost benefit analysis, Explain cost benefit analysis. Cost Ben...

Explain cost benefit analysis. Cost Benefit Analysis: This analysis is a mathematical technique for decision-making. This is a quantitative technique used to estimate the eco

Create a perceptual map for a particular product, Which of the following da...

Which of the following data are collected from consumers to develop a perceptual map for a particular product? A listing of all prospective brands and products Managerial jud

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