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 the skills of an engineer and an engineer manager, Compare the skil...

Compare the skills of an engineer and an engineer manager

Suppose the number of requests for week, An electrical contractor's records...

An electrical contractor's records during the last 5 weeks indicate the number of actual job requests. Predict the number of requests for week 6 using each of the below methods:

Explain how do the bi needs of business professionals, How do the BI needs ...

How do the BI needs of business professionals and medical professionals differ?

Calculate the old and new ratios for energy, Angies Bakeries is wooried abo...

Angies Bakeries is wooried about increased costs. The company invested an additional $3000 to make the baker's oven more energy efficient. The ovens are supposed to be 15% more ene

Explain external competitive policies and techniques, 1. How might a compan...

1. How might a company's business strategy affect the internal alignment policies and techniques of its Total Compensation system? 2. How might a company's business strategy affect

Define all the consumer promotion tools, Define all the Consumer Promotion ...

Define all the Consumer Promotion Tools. Samples, contests, competition and money-refund offers, for consumers are Consumer Promotion Tools.

Explain what is the role and impact of hr practices, What is the role and i...

What is the role and impact of HR practices domestically and internationally when globalization forces the organization to seek expansion overseas?

Describe the actual demand for the patients, The actual demand for the pati...

The actual demand for the patients at Omaha Emergency Medical Clinic for the first six weeks of this year are as follows: Week Actual # of Patients 1 65 2 62 3 70 4 48 5 63 6 52

Explain how can a wireless network compensate for fading, How can a wireles...

How can a wireless network compensate for fading and delay?

Describe financial leverage and give two examples, Define financial leverag...

Define financial leverage and give two examples to support your definition?

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