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

Define the temporal flexibility workforce, Define the temporal flexibility ...

Define the temporal flexibility workforce. Temporal flexibility can be accomplished by varying the hours worked through employees within response to changes into demand for

Explain which goal is same to lead to the best performance, if the average ...

if the average worker can produce 15 wedges an hours/which goal is like to lead to the best performance/ which id the correct answer a.10/ b.15 c.15 c.do you best d. 18 e.

How enhance organizational behaviour, According to Morgan (2006), "All theo...

According to Morgan (2006), "All theories of organization and management are based on implicit images or metaphors that lead us to see, understand, and manage organizations in dist

Define what ethical implications does organizational reality, You must pond...

You must ponder on an organizations responsibility to its workers whose skills have become obsolete. Considering the rapid pace of technological change, workers jobs will (and must

Operations challenges in an organization, 1. Choose an organisation with wh...

1. Choose an organisation with which you are either interested or familiar (you could select to look at an area of your own or you could look at another organisation where informat

Mba program has a high emphasis on ethical decision, Why do you think the c...

Why do you think the capstone course for the MBA program has a heavy emphasis on ethical decision making?

Systems approach - operations function, Systems Approach - Operations Funct...

Systems Approach - Operations Function In parallel with the development of management science, and also largely stemming from the wartime inter-disciplinary teams, an interest

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