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

Linear Programming , A paper mill produces two grades of paper viz., X and ...

A paper mill produces two grades of paper viz., X and Y. Because of raw material restrictions, it cannot produce more than 400 tons of grade X paper and 300 tons of grade Y paper i

Observation methods, Observation  Methods: The  observation methods i...

Observation  Methods: The  observation methods is the most commonly used  methods  especially in studies  relating to  behavioural sciences. In a way we all observe things aro

Management consultant firm, After working for 30 years, Ramjee Somjee Dutt ...

After working for 30 years, Ramjee Somjee Dutt opted for VRS and started a courier company and did very well in the first four years. He was now looking for expansion of his busine

What are programmed decisions, What are programmed decisions? Decisions...

What are programmed decisions? Decisions made in accordance with several habit, rule or procedure are termed as Programmed Decisions.

Identify the most vital factors in each perspective, Summarize the classica...

Summarize the classical, behavioural and quantitative perspectives on management Identify the most important factors in each perspective

Explain what design capacity would be needed, In a job shop, effective capa...

In a job shop, effective capacity is only 50% of design capacity, and actual output is 80% of effective output. What design capacity would be needed to achieve an actual output of

How to promote a business senior village, Have to set up a Blog for the my ...

Have to set up a Blog for the my inanganiry business, The Business is called "Senior Village" its a whole city in a gated community, the Seniors will not have to leave the grounds

Explain confidence interval calculator, Practical Application Scenario 1 To...

Practical Application Scenario 1 To complete this scenario, use the Confidence Interval Calculator and the Area Gas Prices - Random Sample documents, provided in the resources. The

Explain whether or not the usa patriot act violates, Discuss whether or not...

Discuss whether or not the USA PATRIOT Act violates the privacy rights of U.S. citizens. In your response, be sure to include a description of which aspects of the Act you do or do

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