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The Nature of Statistical Learning Theory

by Vladimir N. Vapnik , 1999
"... Statistical learning theory was introduced in the late 1960’s. Until the 1990’s it was a purely theoretical analysis of the problem of function estimation from a given collection of data. In the middle of the 1990’s new types of learning algorithms (called support vector machines) based on the deve ..."
Abstract - Cited by 12976 (32 self) - Add to MetaCart
on the developed theory were proposed. This made statistical learning theory not only a tool for the theoretical analysis but also a tool for creating practical algorithms for estimating multidimensional functions. This article presents a very general overview of statistical learning theory including both

Maximum likelihood from incomplete data via the EM algorithm

by A. P. Dempster, N. M. Laird, D. B. Rubin - JOURNAL OF THE ROYAL STATISTICAL SOCIETY, SERIES B , 1977
"... A broadly applicable algorithm for computing maximum likelihood estimates from incomplete data is presented at various levels of generality. Theory showing the monotone behaviour of the likelihood and convergence of the algorithm is derived. Many examples are sketched, including missing value situat ..."
Abstract - Cited by 11807 (17 self) - Add to MetaCart
A broadly applicable algorithm for computing maximum likelihood estimates from incomplete data is presented at various levels of generality. Theory showing the monotone behaviour of the likelihood and convergence of the algorithm is derived. Many examples are sketched, including missing value

General Equilibrium Analysis

by E. Roy Weintraub, Wade H, Axel Leijonhufvud, Dale Stahl, David Nickerson, Craufurd Goodwin, Bruce Caldwell, Marjorie Mcelroy, Colin Day, Dan Hausman Our Remaining , 1985
"... General equilibrium analysis is a theoretical structure which focuses re-search in economics. On this point economists and philosophers agree. Yet studies in general equilibrium analyses are not well understood in the sense that, though their importance is recognized, their role in the growth of eco ..."
Abstract - Cited by 10 (1 self) - Add to MetaCart
General equilibrium analysis is a theoretical structure which focuses re-search in economics. On this point economists and philosophers agree. Yet studies in general equilibrium analyses are not well understood in the sense that, though their importance is recognized, their role in the growth

General Equilibrium Analysis

by United States, A Multimodal, Zhenhua Chen, Kingsley E. Haynes
"... sagepub.com/journalsPermissions.nav ..."
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COMPUTABLE GENERAL EQUILIBRIUM ANALYSIS

by Serajul Hoque , 2006
"... We use a 86-industry CGE model of Bangladesh to simulate the employment effects of removing all tariffs in Bangladesh. We find that this would expand GDP and generate employment. The industries that experience the greatest positive effects on their output and employment are the export-oriented indus ..."
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We use a 86-industry CGE model of Bangladesh to simulate the employment effects of removing all tariffs in Bangladesh. We find that this would expand GDP and generate employment. The industries that experience the greatest positive effects on their output and employment are the export-oriented industries. There are also positive effects on the suppliers to these industries. Lightly-protected industries that rely heavily on imported intermediate inputs exhibit robust expansion as they benefit from a cost reduction. In contrast, highly-protected industries demonstrate contraction. The occupational pattern of the employment results indicates that expansion is felt most heavily in the export sector (export-related occupation experiences the largest increase).

GENERAL EQUILIBRIUM ANALYSIS

by Charalambos Aliprantis, Monique Florenzano, Rabee Tourky, Charalambos Aliprantis, Monique Florenzano, Hal Id Halshs , 2006
"... spaces ..."
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A General Equilibrium Analysis

by Lawrence H. Goulder, Lawrence H. Summers, Lawrence H. Goulder, Lawrence H. Summers , 1987
"... 31, 1986, for helpful comments on previous drafts of this paper. We would also like to thank the National Science Foundation for finanical aupport, and Eduardo Bitran, Fernando Ramos, and Peter Wilcoxer, for excellent research assistance. The research reported ..."
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31, 1986, for helpful comments on previous drafts of this paper. We would also like to thank the National Science Foundation for finanical aupport, and Eduardo Bitran, Fernando Ramos, and Peter Wilcoxer, for excellent research assistance. The research reported

GENERAL EQUILIBRIUM ANALYSIS

by Jolm Asajil-adjaye
"... Copyright of Full Text rests with the original copyright owner and, except as permitted under the Copyri8h:t Act 1968, copying this copyright material is prohibited without the permission of the owner or its exclusive licensee or agent or by way ofa licence from Copyright Agency Limited. For infonna ..."
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Copyright of Full Text rests with the original copyright owner and, except as permitted under the Copyri8h:t Act 1968, copying this copyright material is prohibited without the permission of the owner or its exclusive licensee or agent or by way ofa licence from Copyright Agency Limited. For infonnation about such licences contact Copyright Agency

General Equilibrium Analysis of Supply Control

by Thomas W. Hertel, Marinos E. Tsigas - Department of Agricultural Economics, Purdue University, West , 1987
"... This paper provides a general equilibrium analysis of several alternative supply control measures currently employed (or proposed) for US agriculture. Results confirm that acreage controls generate a large marginal excess burden. How-ever, tradeable output quotas are found to be marginally welfare i ..."
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This paper provides a general equilibrium analysis of several alternative supply control measures currently employed (or proposed) for US agriculture. Results confirm that acreage controls generate a large marginal excess burden. How-ever, tradeable output quotas are found to be marginally welfare

1 Population Growth and Trade Policies in the Philippines: A General Equilibrium Analysis

by Luz C. Stenberg, Luz Centeno Stenberg , 2006
"... Population growth and trade policies in the Philippines: A general equilibrium analysis ..."
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Population growth and trade policies in the Philippines: A general equilibrium analysis
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