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

Operation Management, A paper mill produces two grades of paper viz., X and...

A paper mill produces two grades of paper viz., X and Y. Because of raw material restrictions, it cannot produce more than 400 tons of grade X paper and 300 tons of grade Y paper i

Explain what are the pitfalls, Essentially relativism reject the notion tha...

Essentially relativism reject the notion that there is are no absolutes that govern our behaviour. How then do we determine how we behave? How reasonable and plausible is this posi

Describe delaying completion of the project, Using the data in Table 13-1, ...

Using the data in Table 13-1, what is the latest possible time that C may be started without delaying completion of the project? Table 13-1 The following represents a project with

Why is cutting cost an merit of reducing project scope, Why is cutting cost...

Why is cutting cost an advantage of reducing project scope? Need at least a paragraph

Explain hygiene factors, Explain Hygiene Factors. Hygiene Factors: Ma...

Explain Hygiene Factors. Hygiene Factors: Maslow's require Hierarchy Theory on Motivation has been modified through Fredrick Herzberg and his contacts. Their research purport

Explain what qualities do you think supervisors take, What qualities do you...

What qualities do you think supervisors take into consideration when choosing whom to give a promotion to at work?

Explain skills in areas of general business such as finance, Knowledge and ...

Knowledge and skills in areas of general business such as finance, accounting, marketing, and operations planning relate to _______________________________ competencies

Explain project management body of knowledge, Definition of a Project" •Acc...

Definition of a Project" •According to the Project Management Body of Knowledge (PMBOK), explain one of the major knowledge areas and why it is important to project management. Eva

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