Neurocomputing 55 (2003) 307 – 319 www.elsevier.com/locate/neucom Financial time series forecasting using support vector machines Kyoung-jae Kim∗ Department of Information Systems‚ College of Business Administration‚ Dongguk University‚ 3-26‚ Pil-dong‚ Chung-gu‚ Seoul 100715‚ South Korea Received 28 February 2002; accepted 13 March 2003 Abstract Support vector machines (SVMs) are promising methods for the prediction of ÿnancial timeseries because they use a risk function consisting of the
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Riodan’s Forecasting Technique The demand globally for Riordan’s electric fans would be considered in a 12-month (4 quarter) forecast for a medium-term strategic forecast would be used. Which would show the planning and production scheduling in anticipation of customer demand and product positioning at decoupling points along its global supply chain. The only (one year) sales invoices that were available were the ones from 2005‚ and could be used for the 3-year average sales data to forecast
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The term FMCG refers to those retail goods that are generally replaced or fully used up over a short period of days‚ weeks‚ or months‚ and within one year. This contrasts with durable goods or major appliances such as kitchen appliances‚ which are generally replaced over a period of several years. FMCGs have a short shelf life‚ either as a result of high consumer demand or because the product deteriorates rapidly. Some FMCGs – such as meat‚ fruits and vegetables‚ dairy products and baked goods –
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undergoes study of the entire business. Efficient and effective decisions in business are needed to implement every day. The business manager has the responsibility to make decisions for the improvement of the company. To make this be possible‚ forecasting of sales is necessary. Sales forecast is a prediction based on past sales performance and an analysis of expected market conditions (Evetts‚ 1990). It can help the marketer develop marketing strategies such as in territorial set-up‚ target market
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Basics in Social Science What is Family? Family is considered to be one of the oldest institutions of the society. Sociologists have traditionally viewed the family as a social group whose members are related by ancestry‚ marriage‚ or adoption and live together‚ cooperate economically‚ and care for the young. (Murdock‚ 1949) ❖ When we think of a family‚ we picture it as a more or less durable association of husband and wife with or without children or of a man or woman alone with
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ETHICAL ISSUES IN FORECASTING AND DECISION ANALYSIS Dunal M. McCurdy MBA 615- Business Foundations November 24‚ 2011 ETHICAL ISSUES IN FORECASTING AND DECISION ANALYSIS It is especially important to think about the most critical causes of the problem in making your forecasts and decisions. The process of forecasting involves using observations about the problem situation to predict the outcomes of your own actions‚ the actions of others‚ and the outcomes of other situational
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Tiffany Henault March 3rd‚ 2015 Quan901-CH2 Forecasting Lost Sales Case Study Section I: Summary Carlson Department store suffered heavy damage from a hurricane on August 31. As a result the store was closed for four months‚ September through December. Carlson is in dispute with its insurance company regarding the lost sales for the length of time the store was closed. Section II: Problem Identification Two issues to address are the amount of sales Carlson department store would have made if there
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Internet Case Study for Chapter 4: Forecasting The Akron Zoological Park During the early 1990s‚ changes in consumer preferences and changes in governmental priorities‚ almost resulted in the permanent closing of the Akron Children’s Zoo. Lagging attendance and a low membership level did not help matters. Faced with uncertain prospects‚ the city of Akron opted out of the zoo business. In response‚ the Akron Zoological Park was organized as a corporation to operate the zoo under contract with the
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Budgeting and Forecasting 278 Midterm 2014 (TCO 1) The type of budget that is updated on a regular basis is known as a _____. Student Answer: continuous budget revised budget updated budget flexible budget TCO 2) The quantitative forecasting method that uses actual sales from recent time periods to predict future sales‚ assuming each period has equal influence on the prediction of future sales‚ is the _____. Student Answer: moving average model weighted moving average
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many decisions. The demand of one good can be affected by various factors. This report will analyze the elasticity of demand for rail use and some strategies. Firstly‚ the theory of elasticity of demand will be introduced. Secondly‚ two pieces of expert advice about cutting rail fares will be evaluated. Thirdly‚ the solution of the conflict will be examined. Finally‚ the factors determining the elasticity of demand for rail use will be investigated. (i) Elasticity of demand is defined as “the percentage
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