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

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

Application of transportation models, Application of Transportation Models:...

Application of Transportation Models: 1. Transportation  Management  solution allow  importers exporters  and logistics providers to  manage the spiralling costs associated wi

Calculate a tracking signal for months, The following are monthly actual an...

The following are monthly actual and forecast demand levels for May thru December for units of a product manufactured by the N. Tamimi Pharmaceutical Company: Month Actual Deman

Operational Management, I have a take home exam that I need to be solved 10...

I have a take home exam that I need to be solved 100 % correct , please . I need it within 23 hours EXACTLY from now please . Thank you so much and I am really looking forward to s

Write some possible entities and attributes, Develop a list of some possibl...

Develop a list of some possible entities and attributes located in chill's restaurant database.

Explain managing human resources, 1. What challenges have managers at some ...

1. What challenges have managers at some technology companies faced in terms of managing human resources? 2. How do managers at some technology companies that invest resources in r

Explain a method that enable you to overcome the difficulty, Document three...

Document three types of cost and determine which is the most difficult to control. Support your response and identify a method(s) that would enable you to overcome the difficulty.

Layout strategy, Discuss the strategic importance of layout decisions.

Discuss the strategic importance of layout decisions.

Explain minimize the store''s total expected cost, Solve the following prob...

Solve the following problem for the optimal number of clerks: There are approximately 300 customers shopping in Fackert Department Store in Mexico City between 9 a.m. and 5 p.m.

Explain does an mrp system take seasonal items, Does an MRP system take sea...

Does an MRP system take seasonal items into account? If yes, how does this work?

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