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 swot analysis for long-term strategic planning, Prepare a SWOT ana...

Prepare a SWOT analysis for long-term strategic planning at Sigma Marketing

Productivity, Productivity A measure of a firm's effectiveness, product...

Productivity A measure of a firm's effectiveness, productivity is measured by dividing the organization output by the number of hours people worked to procedure the output. Pro

Explain difference is the mean value of the paired, If you are interested i...

If you are interested in estimating the difference between the means of two samples that have been paired, the point estimate for this difference is the mean value of the paired di

Compute the service to club members as well as casual flyers, Evaluate the ...

Evaluate the service to club members and casual flyers by completing a table similar to table 3.1 (see page 70 Operations Management 6xth Edition Nigel Slack)

Explain what is the bonds'' coupon rate, Metal Fabricators just issued $1,0...

Metal Fabricators just issued $1,000 par 20-year bonds. The bonds sold for $758.18 and pay interest semi-annually. Investors require a rate of 9% on the bonds. What is the bonds' c

Explain several ways that companies learn from their mistake, What perceptu...

What perceptual problems do managers need to overcome with failures? How can these perceptual problems be minimized? 2. Describe the experiential learning process that companies, m

Define what are the major options for appraisal of employees, What are the ...

What are the major options for appraisal of employees? Discuss each option, identifying the one that you think is best and why you chose that option

Linear programming, Solve the following Linear Programming Problem using Si...

Solve the following Linear Programming Problem using Simple method. Maximize Z= 3x1 + 2X2 Subject to the constraints: X1+ X2 = 4 X1 - X2 = 2 X1, X2 = 0

What is swot analysis is an evaluation of the organization, 2. SWOT analysi...

2. SWOT analysis is an evaluation of the organization's ________ strengths and weaknesses and its ________ opportunities and threats. (a) external; internal (b) internal; int

Line balancing, what do you understand by line balancing what happens if ba...

what do you understand by line balancing what happens if balance

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