Forecasting methods, Corporate Finance

Assignment Help:

In this paper, we propose new forecasting methods based on advance demand information, and perform a case study to compare them to existing ones based on advance demand information and also to methods based on expert judgments. Numerical results are obtained using data from a large mail order/Internet retailer based in the Netherlands. This company currently bases its forecasts on advance demand information. Based on a data set of around seven hundred SKUs and for two successive summer seasons, we compare the accuracy of the various methods based on advance demand information. For a smaller subset of around one hundred SKUs, we also obtained forecasts from a number of company experts. For this subset, we compare methods based on these expert judgments to methods based on advance demand information.

The remainder of the paper is organized as follows:We will ?rst give an overview of the relevant literature in Section and outline our contributions. In Section, we describe the different forecasting methods. Section introduces the case company and available data in more detail. Finally, we present our conclusions, discuss limitations, and provide directions for further research.


Related Discussions:- Forecasting methods

Balance scorecard, hey i need help creating a balance scorecard how long wi...

hey i need help creating a balance scorecard how long will that take >>?

Accumulative swing index - asi, It is an indicator used by traders to judge...

It is an indicator used by traders to judge a security's long-term trend by comparing bars which comprise its closing,   opening, high and low prices during a specific period of ti

How do mergers affect communities, How do mergers affect communities? A:...

How do mergers affect communities? A: When a locally controlled bank is merged into a bank headquartered elsewhere (an out-of-market merger), some apprehension about the instit

Methods based on advance demand information, Table gives the average MAPE f...

Table gives the average MAPE for all SKUs with positive preview demand together (overall) and also per preview demand class. Furthermore, the error percentages in bold were signi?c

INVESTMENT DECISION, You are a ceo of a sotware firm that has limited acces...

You are a ceo of a sotware firm that has limited access to debt equity markets. The average return on last year projects is 28 % . and cost of capital is 12%. would npv pr Irr be

Pearson quiz and assignment, I would like to know if I can get some help co...

I would like to know if I can get some help completing my quiz for my finance class. The quiz consist of 10 questions

Financial Analysis, Prepare a portfolio of analytical reference materials i...

Prepare a portfolio of analytical reference materials including the financial reports for at least five years. This is your analytical permanent file for the chosen company. (ii) M

Net present value, Based on its Net Present Value (NPV), should the followi...

Based on its Net Present Value (NPV), should the following project be accepted?  Please assume a discount rate of 10%.

Baumol cash management model, explain key assumptions of Baumol cash manage...

explain key assumptions of Baumol cash management model

Role of corporate governance, There are eight directors on the Board of XYZ...

There are eight directors on the Board of XYZ plc - two non-executive directors and six executive directors.  Kyle XYZ is the Chairman and Chief executive of the company.  Of the s

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