Kernel Methods in Analysis of Genetic Markers and DNA Microarrays Год выпуска: 2014Автор: Sylvia YoungИздательство: Scholars' PressСтраниц: 256ISBN: 9783639661071Описание Genome wide biological markers and DNA microarrays are the most used biological signals to identify the association with diseases and traits of interest. The aim of this work is to develop new algorithms in the area of association study using genetic markers and the area of missing values estimation for DNA microarrays. Kernel modelling techniques are proposed in both areas, based on the assumption that biological signals are generated from complex interactions between genes and environmental factors. Genetic markers dataset is an abundant resource of DNA variations in a population. A character of genetic markers dataset is the high number of dimensions of the markers but limited number of samples. The algorithm developed in this work uses a two-stage structure to predict the trait of milk protein yield by using the genetic markers of dairy cattle. The first stage of the algorithm selects a subset of the markers related to the trait of interest. The selected sparse markers are fit...
Похожие книги
Department of International Economic and Social Affairs. International Co-Operation in Tax Matters: Report of the As Hoc Group of Experts on International Co-Operation in Tax Matters on the Work of Its 1st. – М.: , 0. – 0 с. Herbert W. Nickens, Adrienne Y. Stith, Lois Colburn, Clyde H. Evans, Brian D. Smedley, Institute of Medicine, Symposium on Diversity in Health Professions in Honor of Herbert W. Ni. The Right Thing to Do, The Smart Thing to Do: Enhancing Diversity in the Health Professions. – М.: , 0. – 0 с. Robin Turrell, World Bank South Asia Region Rural Development Sector Unit, India Ministry of Urban Affairs and Employment, Great Britain Dept. for International Development. Urban Water Supply and Sanitation (South Asia Rural Development Series). – М.: , 0. – 0 с. M. Fogiel, Staff of Rea, Research and Education Association, Research, The Staff of Education Association. Microeconomics Super Review. – М.: , 0. – 0 с. Frank Ackerman, David Kiron, Neva R. Goodwin, Jonathan M. Harris, Kevin P. Gallagher, Program for the Study of Sustainable Change and Development. Human Well-Being and Economic Goals (Frontier Issues in Economic Thought, Vol 3). – М.: , 0. – 0 с. M. Fogiel, Staff of Rea, Research and Education Association. Basic Electricity. – М.: , 0. – 0 с. Mordechai E. Kreinin, Institute of International Economics and Management. Contemporary Issues in Commercial Policy. – М.: , 0. – 0 с. Garth L. Mangum, Stephen L. Mangum, Andrew M. Sum, Andrew Sum, Sar A. Programs in Aid of the Poor Levitan. The Persistence of Poverty in the United States. – М.: , 0. – 0 с. Laura Randall, Columbia University University Seminars, Columbia University Institute of Latin American and Iberian Studies. Reforming Mexico's Agrarian Reform (Columbia University Seminar Series). – М.: , 0. – 0 с. Institute of World Economy and Politics. China: An Economics Research Study Series Trading With The Dragon (An Economics Research Study Series). – М.: , 2005. – 118 с. Research Program on the Social Aspects of HIV/AIDS and Health. A Comparative Analysis of the Financing of HIV/AIDS Programs: in Botswana, Lesotho, Mozambique, South Africa, Swaziland and Zimbabwe. – М.: , 2005. – 72 с. Environmental, and Other External Costs and Benefits of Energy Production and Consumption Committee. Hidden Costs of Energy: Unpriced Consequences of Energy Production and Use. – М.: , 2010. – 506 с. Dana Wallace, International Guidelines Center, American College of Allergy, Asthma and Immunology an. Rhinitis GUIDELINES Pocketcard: American College of Allergy, Asthma & Immunology. – М.: , 2010. – 14 с. В.В. Овчинников. Mossbauer Analysis of the Atomic and Magnetic Structure of Alloys. – М.: Cambridge International Science Publishing, 2006. – 260 с. The Editors of Hamptons Cottages and Gardens. Hamptons Havens : The Best of Hamptons Cottages and Gardens. – М.: Bulfinch, 2005. – 192 с. Genet Abera and Alemayehu Gashaw. History Of Itisa Tekle Haimanot Monastery. – М.: LAP Lambert Academic Publishing, 2013. – 52 с. Sylvia Young. Kernel Methods in Analysis of Genetic Markers and DNA Microarrays. – М.: Scholars' Press, 2014. – 256 с. Образцы работ
Задайте свой вопрос по вашей теме
Контакты
Поделиться
Мы в социальных сетях
Реклама
Отзывы
Леша_KLF Диплом после вашего сопровождения сдал на 4, огромное Вам спасибо, Вы спасли мой мозг!
