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

Logical process modelling, What is logical process modelling? What is physi...

What is logical process modelling? What is physical modelling?

Explain requirements of alliance membership, In what ways might the divisio...

In what ways might the divisionalized forms of most airlines lend themselves to the requirements of alliance membership? In what ways might they be compatible with the organization

Explain every business must be prepared to deal, Every business must be pre...

Every business must be prepared to deal with the global economy. True False

Explain about the economics of scope of lean production, Explain about the ...

Explain about the economics of scope of lean production. Economies of scope: It is possible while resources as like machinery or labour can be shared to manufacture vari

What kinds of goals will donna likely make, Donna Hamilton is excited to op...

Donna Hamilton is excited to open her own restaurant, the Westminster Inn. Although Donna has worked as a chef and even managed a number of restaurants during her career, she is co

Low price and product features - operation strategy, Low Price and Product ...

Low Price and Product Features - Operation Strategy Low price  The ability of the operations system to satisfy the customers' requirements more cost-effectively (and by

Explain type of organization structure face and why, Under what conditions ...

Under what conditions are customer-centric structures appropriate and what challenges does this type of organization structure face and why?

Explain protected group category, To be considered lawful, a voluntary affi...

To be considered lawful, a voluntary affirmative action plan must meet all of the following criteria except: a. it must be permanent b. It must exist to eliminate past imbalances b

Which class might have the major impact on the workforce, Determine which c...

Determine which class protected by Title VII of the Civil Rights Act of 1964 had the greatest impact on the workforce of the 20th century. Next, determine which class might have th

Needs for cuba to develop a free and independent trade union, Give your ass...

Give your assessment of the requirements for Cuba to develop a free and independent trade union. Determine if it is essential for a free society.

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