A Biologist S Guide To Analysis Of Dna Microarray Data
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A Biologist S Guide To Analysis Of Dna Microarray Data
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Author : Steen Knudsen
language : en
Publisher: John Wiley & Sons
Release Date : 2011-09-23
A Biologist S Guide To Analysis Of Dna Microarray Data written by Steen Knudsen and has been published by John Wiley & Sons this book supported file pdf, txt, epub, kindle and other format this book has been release on 2011-09-23 with Science categories.
A great introductory book that details reliable approaches to problems met in standard microarray data analyses. It provides examples of established approaches such as cluster analysis, function prediction, and principle component analysis. Discover real examples to illustrate the key concepts of data analysis. Written for those without any advanced background in math, statistics, or computer sciences, this book is essential for anyone interested in harnessing the immense potential of microarrays in biology and medicine.
Guide To Analysis Of Dna Microarray Data
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Author : Steen Knudsen
language : en
Publisher: John Wiley & Sons
Release Date : 2005-03-04
Guide To Analysis Of Dna Microarray Data written by Steen Knudsen and has been published by John Wiley & Sons this book supported file pdf, txt, epub, kindle and other format this book has been release on 2005-03-04 with Science categories.
Written for biologists and medical researchers who don't have any special training in data analysis and statistics, Guide to Analysis of DNA Microarray Data, Second Edition begins where DNA array equipment leaves off: the image produced by the microarray. The text deals with the questions that arise starting at this point, providing an introduction to microarray technology, then moving on to image analysis, data analysis, cluster analysis, and beyond. With all chapters rewritten, updated, and expanded to include the latest generation of technology and methods, Guide to Analysis of DNA Microarray Data, Second Edition offers practitioners reliable information using concrete examples and a clear, comprehensible style. This Second Edition features entirely new chapters on: * Image analysis * Experiment design * Automated analysis, integrated analysis, and systems biology * Interpretation of results Intended for readers seeking practical applications, this text covers a broad spectrum of proven approaches in this rapidly growing technology. Additional features include further reading suggestions for each chapter, as well as a thorough review of available analysis software.
A Biologist S Guide To Analysis Of Dna Microarray Data And Microarray Analysis Set
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Author : Mark Schena
language : en
Publisher: Wiley-Liss
Release Date : 2002-12-02
A Biologist S Guide To Analysis Of Dna Microarray Data And Microarray Analysis Set written by Mark Schena and has been published by Wiley-Liss this book supported file pdf, txt, epub, kindle and other format this book has been release on 2002-12-02 with Science categories.
Analyzing Microarray Gene Expression Data
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Author : Geoffrey J. McLachlan
language : en
Publisher: John Wiley & Sons
Release Date : 2005-02-18
Analyzing Microarray Gene Expression Data written by Geoffrey J. McLachlan and has been published by John Wiley & Sons this book supported file pdf, txt, epub, kindle and other format this book has been release on 2005-02-18 with Mathematics categories.
A multi-discipline, hands-on guide to microarray analysis of biological processes Analyzing Microarray Gene Expression Data provides a comprehensive review of available methodologies for the analysis of data derived from the latest DNA microarray technologies. Designed for biostatisticians entering the field of microarray analysis as well as biologists seeking to more effectively analyze their own experimental data, the text features a unique interdisciplinary approach and a combined academic and practical perspective that offers readers the most complete and applied coverage of the subject matter to date. Following a basic overview of the biological and technical principles behind microarray experimentation, the text provides a look at some of the most effective tools and procedures for achieving optimum reliability and reproducibility of research results, including: An in-depth account of the detection of genes that are differentially expressed across a number of classes of tissues Extensive coverage of both cluster analysis and discriminant analysis of microarray data and the growing applications of both methodologies A model-based approach to cluster analysis, with emphasis on the use of the EMMIX-GENE procedure for the clustering of tissue samples The latest data cleaning and normalization procedures The uses of microarray expression data for providing important prognostic information on the outcome of disease
Introduction To Data Mining For The Life Sciences
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Author : Rob Sullivan
language : en
Publisher: Springer Science & Business Media
Release Date : 2012-01-07
Introduction To Data Mining For The Life Sciences written by Rob Sullivan and has been published by Springer Science & Business Media this book supported file pdf, txt, epub, kindle and other format this book has been release on 2012-01-07 with Science categories.
Data mining provides a set of new techniques to integrate, synthesize, and analyze tdata, uncovering the hidden patterns that exist within. Traditionally, techniques such as kernel learning methods, pattern recognition, and data mining, have been the domain of researchers in areas such as artificial intelligence, but leveraging these tools, techniques, and concepts against your data asset to identify problems early, understand interactions that exist and highlight previously unrealized relationships through the combination of these different disciplines can provide significant value for the investigator and her organization.
Biochemistry And Molecular Biology Compendium
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Author : Roger L. Lundblad
language : en
Publisher: CRC Press
Release Date : 2019-11-11
Biochemistry And Molecular Biology Compendium written by Roger L. Lundblad and has been published by CRC Press this book supported file pdf, txt, epub, kindle and other format this book has been release on 2019-11-11 with Medical categories.
This book is an accessible resource offering practical information not found in more database-oriented resources. The first chapter lists acronyms with definitions, and a glossary of terms and subjects used in biochemistry, molecular biology, biotechnology, proteomics, genomics, and systems biology. There follows chapters on chemicals employed in biochemistry and molecular biology, complete with properties and structure drawings. Researchers will find this book to be a valuable tool that will save them time, as well as provide essential links to the roots of their science. Key selling features: Contains an extensive list of commonly used acronyms with definitions Offers a highly readable glossary for systems and techniques Provides comprehensive information for the validation of biotechnology assays and manufacturing processes Includes a list of Log P values, water solubility, and molecular weight for selected chemicals Gives a detailed listing of protease inhibitors and cocktails, as well as a list of buffers
Microarray Data Analysis
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Author : Giuseppe Agapito
language : en
Publisher: Humana
Release Date : 2022-12-15
Microarray Data Analysis written by Giuseppe Agapito and has been published by Humana this book supported file pdf, txt, epub, kindle and other format this book has been release on 2022-12-15 with Science categories.
This meticulous book explores the leading methodologies, techniques, and tools for microarray data analysis, given the difficulty of harnessing the enormous amount of data. The book includes examples and code in R, requiring only an introductory computer science understanding, and the structure and the presentation of the chapters make it suitable for use in bioinformatics courses. Written for the highly successful Methods in Molecular Biology series, chapters include the kind of key detail and expert implementation advice that ensures successful results and reproducibility. Authoritative and practical, Microarray Data Analysis is an ideal guide for students or researchers who need to learn the main research topics and practitioners who continue to work with microarray datasets.
Combinatorial Chemistry And Technologies
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Author : Stanislav Miertus
language : en
Publisher: CRC Press
Release Date : 2005-04-12
Combinatorial Chemistry And Technologies written by Stanislav Miertus and has been published by CRC Press this book supported file pdf, txt, epub, kindle and other format this book has been release on 2005-04-12 with Medical categories.
Several books on the market cover combinatorial techniques, but they offer just a limited perspective of the field, focusing on selected aspects without examining all approaches and integrated technologies. Combinatorial Chemistry and Technologies: Methods and Applications answers the demand for a complete overview of the field, covering all of the methodologies used in the design, synthesis, and screening of molecular libraries. Now in its second edition, this volume updates prior content and explores new areas such as catalysis, applications in biotechnology, and current ICS-UNIDO activities. Topics include the generation of molecular diversity by chemical methods using solution- and solid-phase chemistries, biological approaches for the production and screening of peptides, antibody and oligonucleotide libraries, and the application of computer-assisted approaches to guide library synthesis. The book establishes the link between combinatorial chemistry and molecular modeling and illustrates the importance of economics and patenting in combinatorial technologies. Valuable to technologists and researchers as an introductory survey on the many aspects of combinatorial chemistry and combinatorial technology, Combinatorial Chemistry and Technologies: Methods and Applications offers an overview of a field that promises broad applicability in the identification of new drugs, as well as in diagnostics, new materials, and catalysis.
Kernel Methods In Computational Biology
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Author : Bernhard Schölkopf
language : en
Publisher: MIT Press
Release Date : 2004
Kernel Methods In Computational Biology written by Bernhard Schölkopf and has been published by MIT Press this book supported file pdf, txt, epub, kindle and other format this book has been release on 2004 with Computers categories.
A detailed overview of current research in kernel methods and their application to computational biology.
Proc Of The Fourth Brazilian Symp On Mathematical And Computational Biology Vol 2 First International Symposium On Mathematical And Computational Biology
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Author :
language : en
Publisher: Editora E-papers
Release Date :
Proc Of The Fourth Brazilian Symp On Mathematical And Computational Biology Vol 2 First International Symposium On Mathematical And Computational Biology written by and has been published by Editora E-papers this book supported file pdf, txt, epub, kindle and other format this book has been release on with categories.