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 why has walmart tended to improve performance, Why has Walmart tend...

Why has Walmart tended to improve performance while other retail outlets have been suffering financially?

Explain most apprenticeship programs are in skilled trades, 1. Which one of...

1. Which one of the following statements is NOT true of apprenticeships? Most apprenticeship programs are in the skilled trades. A major advantage of apprenticeships is the a

Efficiency of the organisation, Question : Describe as to how the maint...

Question : Describe as to how the maintenance planning will help improve the effectiveness and efficiency of the organisation Advantages of having planning as an exclusive f

Explain functions and objectives of trade unions, Explain functions and obj...

Explain functions and objectives of trade unions. Functions and Objectives of Trade Unions: The functions of trade unions are: (i) The provision of friendly services which

Control chart - sample mean chart & sample range chart, Control Chart - Sam...

Control Chart - Sample Mean Chart & Sample Range Chart As sample values are progressively plotted on the charts, they are examined for patterns which may be tested against a s

Explain organization culture importance to business success, Describe organ...

Describe organization culture. Provide a definition and explanation of its importance to business success?

What is an operation setback chart, An operation setback chart _____. is...

An operation setback chart _____. is based on lead times that typically include move and queue times and indicates a schedule for when to make a part. is a schedule for when

Explain opportunity of working, What are activities that are carried out at...

What are activities that are carried out at a national union convention, and why does this type of venue allow for the Democratic process to have an opportunity of working?

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