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

Line balancing, what do you understand by line balancing what happens if ba...

what do you understand by line balancing what happens if balance does not exist

Explain interpret the meaning of the p-value in this problem, Initially, th...

Initially, the mean turnaround time for a stress test was 68 hours. After incorporating changes into the stress-test process, the quality improvement team collected a sample of 50

Explain the stage in the product life cycle labeled a, The stage in the pro...

The stage in the product life cycle labeled A in the below figure is called introduction. maturity. growth. diversification. decline.

Explain what are the advantages of adopting this technology, An accounts re...

An accounts receivable manager processes 200 checks per day with an average process time of 15 working days. What is the average number of accounts receivable checks being processe

Explain technology intensive should you make it, When you're creating a onl...

When you're creating a online site, how busy, technology intensive should you make it

Memo motion and micro motion recording, Memo Motion and Micro Motion Record...

Memo Motion and Micro Motion Recording Originally based on cine-photography, nowadays video-recording technology is used to record patterns of movement in process activities.

Describe a competitive market entry strategy, Assignment 5: International M...

Assignment 5: International Marketing Plan Imagine that you are a senior manager for one of the following companies: • Apple • Burger King • Nike • General Mills

Explain google''s customer value proposition, Describe Google's customer va...

Describe Google's customer value proposition and profit formula linked to its business model. What strategies has Google relied upon to build competitive advantage in the industry?

Define skills needed in order to succeed as systems analyst, Discuss the ty...

Discuss the types of skills needed in order to succeed as a systems analyst

Explain problems can you identify with the current layout, 1. Develop an lD...

1. Develop an lD score for the current layout. What problems can you identify with the current layout? 2. Use trial and error to come up with a better layout that lowers the lD

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