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

How business affected the make-or-buy decision, How has the increase in unc...

How has the increase in uncertainty in business affected the "make-or-buy" decision, and is this trend likely to change?

Explain how od interventions need to be adapted, Describe how OD interventi...

Describe how OD interventions need to be adapted to fit different cultural contexts.

Define how you would decide the number of seats, During busy periods, a new...

During busy periods, a new customer walks into LHS every 15 mins. (with a standard deviation of 15 mins). At SHC, a customer walks in every hour (with a standard deviation of 1 hou

Explain the employer-sponsored sales process, Describe the employer-sponsor...

Describe the employer-sponsored sales process? What is the goal of this process once it is completed? Why is accreditation important?

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 this in relevance to uncertain events, Imagine the difficulties of ...

Imagine the difficulties of an employer whose decision context is choosing a new employee from a set of applicants whom he will interview. What do you think the employer's objectiv

Find the number the number of meals and the amount of sales, The restaurant...

The restaurant would serve dinner Tuesday through Saturday. Brian has noticed a restaurant for lease. The restaurant has seven tables, each of which can seat four. Tables can be mo

Explain description of the crime, Find a news article with homicide Provide...

Find a news article with homicide Provide a brief description of the crime. What does the crime data suggest about this type of crime? Does the article discuss the motive for the c

Explain when linking marketing requirements, When linking marketing require...

When linking marketing requirements and manufacturing strategy, what design approaches for shop floor system should be considered? JIT and Lean MRP and PAC MRP and JIT

Are service operation different from manufacturing operation, Q: Are servic...

Q: Are service operations different from manufacturing operations?  Ans: The immediate answer is yes. However, if we categorise operating systems by one of the variables mention

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