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

Design of a website for a tertiary educational institution, Question: T...

Question: The importance of having a properly designed website cannot be overemphasized. Poor user interface design is often the reason why so many websites are never used. Gen

Explain what monthly penalty is the company incurring, A food processor use...

A food processor uses approximately 29,730 glass jars a month for its fruit juice product. Because of storage limitations, a lot size of 4,000 jars has been used. Monthly holding c

Explain income levels and income distribution among nations, How do differe...

How do differences in income levels and income distribution among nations affect international businesses?

Explain what values of q and r is carmins boutique currently, Carmin's Bout...

Carmin's Boutique sells a large number of black dress shirts. The shirts, which bear the store label, are shipped from a manufacturer in Paris. Carmin's purchasing department manag

Explain setup cost is independent of order size, 1. A stock out occurs when...

1. A stock out occurs when an item that is typically stocked is not available to satisfy a demand the moment it occurs. 2. A backorder occurs when a customer order cannot be fil

Explain what was the net gain or loss for the year, 1. A venture capitalist...

1. A venture capitalist company had invested in five new businesses during the last year. The results at the end of one year were as follows: Business A: Loss $500,000, Business B:

Finish a net material requirements schedule, Complete a net material requir...

Complete a net material requirements schedule for: a) All items (10 schedules in all), assuming the requirement for each BOM item is 1. b) All 10 items, assum

Explain how these factors would affect the management, There are a number o...

There are a number of factors that affect the expansion of a multinational firm, including macroeconomic, political, regulatory, cultural, and social. Choose one multinational orga

Explain must decide between two different forecasting tech, An analyst must...

An analyst must decide between two different forecasting techniques for weekly sales of roller blades: a linear trend equation and the naive approach. The linear trend equation is

Depict serializability graphs, Draw serializability (precedence) graphs for...

Draw serializability (precedence) graphs for the following schedules and state whether each schedule is (conflict) serializable. For each serializable schedule, determine the equiv

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