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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The Missouri Compromise was passed in 1820 between the pro-slavery and anti-slavery state representatives. The compromise involved the regulation of slavery in the western territories. It prohibited slavery north of the parallel 36°30′ north except within the boundaries of the proposed state boundaries of the Missouri territory. In return for Missouri being a freed state‚ Maine was allowed to become a state separate from Massachusetts. The Events that led up to the compromise are not nearly as important
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The Missouri Compromise was a bad solution‚ because it did not solve the slave problem but it was also a good compromise because it lasted for several years and temporarily solved the conflict of whether or not the new states would be slave states or free states. Perhaps the more important aspect of the Missouri Compromise was the agreement that no territory to the north of Missouri’s southern border could enter the Union as a slave state. That part of the compromise effectively stopped slavery from
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Financial Forecasting CheckPoint FIN/200 Axia College of University of Phoenix Write a 200- to 300-word explanation of the reasons the following types of companies would need a financial forecast: brand new company‚ family-owned company‚ and a long-standing corporation. The reason type of companies such as brand new companies‚ family-owned companies‚ and long-standing companies would need a financial forecast is to develop projected financial statements; a series of pro forma. The information
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Forecasting Cassandra Harris HSM/260 5/3/2015 Cynthia Cucuzza Forecasting Exercise 9.1 The following data represent total personnel expenses for the Palmdale Human Service Agency for past four fiscal years: 20 X 1 = $5‚250‚000 20 X 2 = $5‚500‚000 20 X 3 = $6‚000‚000 20 X 4 = $6‚750‚000 Forecast personnel expenses for fiscal year 20X5 using moving averages weighted moving averages‚ exponential smoothing‚ and time series regression. For moving averages and weighted moving averages‚ use only the data
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Time Series Models for Forecasting New One-Family Houses Sold in the United States Introduction The economic recession felt in the United States since the collapse of the housing market in 2007 can be seen by various trends in the housing market. This collapse claimed some of the largest financial institutions in the U.S. such as Bear Sterns and Lehman Brothers‚ as they held over-leveraged positions in the mortgage backed securities market. Credit became widely available to unqualified borrowers
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The Missouri Compromise The Missouri Compromise‚ written by Henry Clay‚ attempted to limit the slavery boundaries; it was later declared unconstitutional and is also considered one of many events that led to the American Civil War. The compromise became a precedent for settling subsequent North and South disagreements over slavery and duty issues‚ and it remained in effect until rescinded by the Kansas-Nebraska Act of 1854. The Missouri Compromise eased tensions between the North and the South
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Businesses use forecasting to predict future‚ trends‚ patterns‚ and business with data to develop a forecast. This data is used to predict future sales. In forecasting we use testing and reasonableness to predict future events. Companies use this method to compare their sales with other companies. Forecasting has many benefits to include; what is the popular product customers are purchasing‚ and it enhances cash flow‚ and identifies patterns and trends inside a corporation. Using this method
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Forecasting Business forecasting is the process of studying historical performance for the purpose of using the information gained to project future business conditions so that decisions can be made today that will assist in the achievement of certain goals. Forecasting involves taking historical date and using it to project future data with a mathematical model. Forecasts are extensively used to support business decisions and direct the work of operations managers. In this paper I will introduce
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Missouri Compromise In 1819‚ the territory of Missouri applied for statehood. It was the first new state to be taken from the land acquired in the Louisiana Purchase. The issue of Missouri attempting to become a state sparked much debate and controversy. The debate in Congress was mainly about sectional power and not whether slavery was right or wrong. The people from the North disagreed with the added representation in Congress and in the Electoral College. Since Missouri would be a slave
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