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 managers tend to make teams too large, With regard to the question ...

With regard to the question of team size (i.e., how big the team should be), all of the following are true, except: a. Most of the time, teams should be fewer than 10 members b. Ma

Describe the differences between a 3rd party beneficiary, Explain the diffe...

Explain the differences between a 3rd party beneficiary and a 3rd party assignee. Why are assignments of contracts so important for our free enterprise economy?

Explain firms taking different business strategies, The value chain priorit...

The value chain priorities can be quite different for firms taking different business strategies. Create examples of value chains for three firms: one using cost leadership, anothe

Describe do not have to be at the same level of the wbs, All work packages ...

All work packages in a project: Answer Do not have to be at the same level of the WBS Must be at the same level of the WBS Do not have to be referenced in the Work Brea

Explain propose effective communication techniques, You are the civil engin...

You are the civil engineering foreman in charge of a 24-person group whose charter is to erect 3,000 tents for refugees who lost their homes in an earthquake. You have 10 days to a

Discuss the relationship between companies and profit motive, Discuss the r...

Discuss the relationship between these four features of capitalism. Companies, profit motive, competition and private property.

Explain when qb researchers look in dept, When qb researchers look in dept....

When qb researchers look in dept. at single situation/when research method are they using/1. Laboratory studies/2. Field studies/3. Case study/4 meta-analysis/ 5.survey studies/ wh

Compute the utilization work, A firm wishes to determine the efficiency and...

A firm wishes to determine the efficiency and utilization of a work center coposed of 3 machines each working 16 hours per day for 5 days a week. A study undertaken by the material

Explain information systems, Write an essay of between 750-1000 words, doub...

Write an essay of between 750-1000 words, double-spaced, on the topic of information systems being leveraged to create competitive advantage for the business. Use well-known indust

Number of defects - control chart, Number of Defects - Control Chart S...

Number of Defects - Control Chart Sometimes the attribute of concern is the number of defects (c) in an item rather than the number of defective items in a sample: for example

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