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

State the perpetual inventory control systems, State the Perpetual inventor...

State the Perpetual inventory control systems Continuous (Perpetual) Inventory Control Systems: Stock levels are continually monitored and reviewed within ‘real-time’ and

Explain the two types of linear programming discussed, Linear Programming C...

Linear Programming Concept paper. Submit a Linear Programming Concept Paper about the following 1. The two types of linear programming discussed. 2. Five examples of LP appli

Explain erp implementation by cisco, 1. What can top managers do to maximiz...

1. What can top managers do to maximize chances for success here? 2. Cisco went live with ERP in a big bang fashion, which is inherently risky. How did Cisco mitigate this risk?

Explain the importance of performance appraisal, Explain the importance of ...

Explain the importance of performance appraisal. Significance of performance appraisal: This is helpful in operational decisions of personal management relating to pay rais

Describe what is customer relationship management, What is Customer Relatio...

What is Customer Relationship Management? Describe the four-step framework for one-to-one marketing that can be adapted to CUSTOMER RELATIONSHIP MANAGEMENT marketing?

Explain type signals responding to obstacles, What type of signals are casu...

What type of signals are casued as a result of signals responding to obstacles in their paths? a. spread spectrum b. narrowband c. multipath d. broadband

Explain lp production- mix situation, The Electro comp Corporation manufact...

The Electro comp Corporation manufactures two electrical products: air conditioners and large fans. The assembly process fo each is similar in that both require a certain amount of

Describe you can conduct outside research to locate info, In a 1-2 page pap...

In a 1-2 page paper discuss the following case study by applying the knowledge you gained through this week's studies. If necessary, you can conduct outside research to locate info

Explain survival of the military health system, Discuss strengths and threa...

Discuss strengths and threats to the survival of the military health system. Summarize the Tricare program and detail its options for enrolees. What is Tricare's greatest threat an

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