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

Describe how the input from other areas into pac, 1. What is one of the key...

1. What is one of the key elements of an effective PAC system? Why is this element so important? 2. Explain how the input from other areas into PAC and the feedback PAC provides

Explain divisions of labour are appropriate, Draw an organizational chart o...

Draw an organizational chart of the business school or college that you attend. Outline its major roles and functions. How differentiated is it? Do you think the distribution of au

Explain measures that the government could employ, What are some of the mea...

What are some of the measures that governments can take to deter, detect, and prevent terrorists organized in small groups, bunch of guys (BOG) groups, cellular organizations, or a

Explain strategies and techniques of knowledge management, Information is s...

Information is so important that owning one could be the sole deciding factor in gaining advantage or winning, may it be in academics or market share. Acquiring information is not

Explain guidelines on discrimination national origin, 2. Inez Garcia was bo...

2. Inez Garcia was born in Portland, Oregon. Her mother is from Italy and Jewish. Her father is Mexican. Under the Guidelines on Discrimination Because of Religion or National Orig

Explain implementing large database systems and data, What issues can organ...

What issues can organizations experience when implementing large database systems and data warehouses? What best practices would you recommend to an organization to mitigate these

Explain federal mediation and conciliation service, Based on the most curre...

Based on the most currently reported data by the American Arbitration Association and the Federal Mediation and Conciliation Service, you should factor all but one of the following

Explain prohibiting the replacement of economic strikers, What are the econ...

What are the economic and social consequences of prohibiting the replacement of economic strikers?

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

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

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

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