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

Examples of variations - operations function, Examples of Variations - Oper...

Examples of Variations - Operations Function Volume                                                                                                 Low: Small quantities

Describe economic downturn, Please give a detailed answer on how to handle ...

Please give a detailed answer on how to handle the situation: You work for a small consulting firm and, like most companies; you are currently facing tight budget constraints given

Explain about the supply chain management according to kilty, Q. Explain ab...

Q. Explain about the Supply chain management according to Kilty? According to Kilty supply chain management: It involves the movement of products, services, and information

Explain current managerial ranks or be sought from outside, Should the plan...

Should the plant manager come from inside the current managerial ranks or be sought from outside?

Three requirements that met when designing jobs, 1. What are the three requ...

1. What are the three requirements which must simultaneously be met when designing jobs?   Answer: Technical, economic and behavioural feasibility.

Explain what is the maximum queue length, You are to simulate arrivals and ...

You are to simulate arrivals and departures from a fictional airport with a single runway which has a capacity of handling a total 6 aircraft at once (any mix of take-offs and land

Find range of annual volume, A firm plans to begin production of a new smal...

A firm plans to begin production of a new small appliance. The manager must decide whether to purchase the motors for the appliance from a vendor at $7 each or to produce them in-h

Explain one example from your professional experience, The process of outso...

The process of outsourcing the creation of a product or a service is a controversial, yet critical strategic decision for many employers. Describe one example from your professiona

Explain hrm role in the international context, 1. Compare the issue(s) face...

1. Compare the issue(s) faced with the staffing approaches to one of a larger company. 2. Analyze the complexity of the HRM role in the international context. 3. Compare the

Discuss regarding the interval estimate, Increasing the size of the samples...

Increasing the size of the samples in a study to estimate the difference between two population means will increase the level of confidence that a decision maker can have regarding

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