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 keeping your personal customer data the cloud, Some companies run t...

Some companies run their entire business by offering cloud services called Software as a Service (SaaS). There are several advantages for companies and individuals to use SaaS. But

How a factory can produce high-quality products, Can a factory be fast, dep...

Can a factory be fast, dependable, flexible, produce high-quality products, and still provide poor service from a customer's perspective?

Combination layout, Discuss the concept of combination layout

Discuss the concept of combination layout

Explain dummy activity, Explain Dummy Activity. Every project has a num...

Explain Dummy Activity. Every project has a number of job operations or tasks that are termed as activities.  An activity is a component of a project and this may be a process,

Explain diagnostic equipment and communications, Last year, the manager of ...

Last year, the manager of the service department at East Woods Ford instituted a customer opinion program to find out how to improve service. One week after service on a vehicle wa

How a company wants to select one product, A company wants to select one pr...

A company wants to select one product from a set of 3 possible products. Which of the following ensures that only one product will be selected? A XA + XB + XC = 1 B XA + XB

Explain theory x, Explain Theory 'X'. These theory is place forward by ...

Explain Theory 'X'. These theory is place forward by Douglas McGregor. It is based upon the management thinking containing certain assumptions about human nature and human beha

How employer pay for employee benefits, 1. Why would the government not tax...

1. Why would the government not tax us for the Employee Benefits we receive? 2. As a percent of payroll, how much does your employer pay for Employee Benefits? 3. Explain the

Explain what remedies are available to him, Kristina places an order for a ...

Kristina places an order for a cake on Flowers bakery's web site. She then calls the baker to tell him that she will pay him $1000 for the specially designed cake if he will guaran

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