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 what is the best decision, Let's say you own a small construction c...

Let's say you own a small construction company. You need to decide whether to buy a bulldozer to add to your equipment fleet. You assume that the construction industry could be Goo

Explain the expected rate of return, Debt: Jones Industries borrows $6...

Debt: Jones Industries borrows $600,000 for 10 years with an annual payment of $100,000. What is the expected interest rate (cost of debt)? Internal common stock:

I want help with writing an rcode to analyze an experiment, I need help wit...

I need help with writing an rcode to analyze an experiment for a two way layout without replication. There are two factors each with 3 levels.

Describe three challenges that firms face, Identify and explain three chall...

Identify and explain three challenges that firms face in the future regarding quality

Explain employee empowerment and participation important, For you personall...

For you personally, do you consider employee empowerment and participation important? Would you take a job where you are not empowered?

Explain dogs learn to salivate at the ringing of a bell, which of the follo...

which of the following statement is correct concern condition/1.operant condition was polarize by ivanpavlov/2.classical condition is extension of operant condition/3.in operant co

Explain which if any of the resources are over allocated, 1. Which if any o...

1. Which if any of the resources are over allocated? 2. Assume that the project is time constrained and try to resolve any over allocation problems by levelling slack. What happ

How to develop an aggregate plan for product line, DAT, Inc, company needs ...

DAT, Inc, company needs to develop an aggregate plan for its product line. Relevant data are Production time: 1 hour per unit Average labor cost: $10/hour Workweek: 5 d

Describe how this affect the subsequent bid, Lamda Computer Products compet...

Lamda Computer Products competed for and won a contract to produce tow prototype units of a new type of computer that is based on laser optics rather than on electronic binary bits

Explain biggest challenges are to a hpt professional, What do you think the...

What do you think the biggest challenges are to a HPT professional in the Analysis phase of a project? Why?

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