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

Distinguish among a general benefit and a specific benefit, Distinguish bet...

Distinguish between a general benefit and a specific benefit. Why do customers respond positively to specific benefits?

What internal problems outcome from the current planning, What internal pro...

What internal problems result from the current planning and control policies? In particular, analyze stock turns and availability (e.g. high and low levels).

Post industrial society - operations function, Post Industrial Society - Op...

Post Industrial Society - Operations Function In the post -industrial society, industrial production has become so efficient that the average worker can now afford products th

Explain what is a learning organization?, Q1. What is a learning organizati...

Q1. What is a learning organization? Q2. 1. "JUST DO IT" advertisement for Nike. What is the marketing purpose of this slogan? Is this slogan effective? 2. "DAIMONDS ARE FORE

Explain obstacles employees faced with pension plan funding, What are four ...

What are four safeguards that the ERISA legislation specified to address the many obstacles employees faced with pension plan funding? How did the Pension Protection Act add additi

As a result of testing 20, As a result of testing 20,00 electric bulbs manu...

As a result of testing 20,00 electric bulbs manufactured by a company it was found that the lifetime of the bulbs was normally distributed with a mean of life of 2040 hours with st

Meaning and definition of production management, Meaning and Definition of ...

Meaning and Definition of Production Management Production management is a stream of management that is associated to the production function. Production might be termed to as th

Explain responsibility and immediately begin clean-up, MKD Transportation o...

MKD Transportation owns and operates a fleet of container ships and tankers that transport goods around the globe. Company executives have just been contacted by the media with a c

Explain faster operating system for netbooks, Assume you work for a small f...

Assume you work for a small firm that developed a better and faster operating system for netbooks than Microsoft Windows. What strategy might the firm use to unseat Windows in this

Explain in words your motivation to do a good job, Describe in words your m...

Describe in words your motivation to do a good job? Does your company recognize your value? Is your salary/wages indicative of your value?

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