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Data Analysis Tools for DNA Microarrays (Chapman & Hall/CRC Mathematical and Computational Biology) de Sorin Dr?ghici

Descripción - Críticas 'I really like Draghici's book. The biology and statistics are kept at a good level for the intended audience. Anyone who uses microarray data should certainly own a copy.' - Technometrics, February 2005, Vol. 47, No. 1 'The book by Draghici is an excellent choice to be used as a textbook for a graduate level bioinformatics course. This well-written book with two accompanying CD-ROMs will create much needed enthusiasm among statisticians.' -Journal of Statistical Computation and Simulation, Vol 74 'I really like Draghici's book. As the author explains in the Preface, the book is intended to serve both the statistician who knows very little about DNA microarrays and the biologist who has no expertise in data analysis. The author lays out a study plan for the statistician that excludes 5 of the 17 chapters (4-8). These chapters present the basics of statistical distributions, estimation, hypothesis testing, ANOVA, and experimental design. What that leaves for the statistician is the three-chapter primer on microarrays and image processing, plus all of the data analysis tools specific to the microarray situation. 'The softcover book is reasonably priced, and it includes two CDs with trial versions of several specialised software packages. Anyone who uses microarray data should certainly own a copy.' -Technometrics Reseña del editor Technology today allows the collection of biological information at an unprecedented level of detail and in increasingly vast quantities. To reap real knowledge from the mountains of data produced, however, requires interdisciplinary skills-a background not only in biology but also in computer science and the tools and techniques of data analysis.To help meet the challenges of DNA research, Data Analysis Tools for DNA Microarrays builds the foundation in the statistics and data analysis tools needed by biologists and provides the overview of microarrays needed by computer scientists. It first presents the basics of microarray technology and more importantly, the specific problems the technology poses from the data analysis perspective. It then introduces the fundamentals of statistics and the details of the techniques most commonly used to analyze microarray data. The final chapter focuses on commercial applications with sections exploring various software packages from BioDiscovery, Insightful, SAS, and Spotfire. The book is richly illustrated with more than 230 figures in full color and comes with a CD-ROM containing full-feature trial versions of software for image analysis (ImaGene, BioDiscovery Inc.) and data analysis (GeneSight, BioDiscovery Inc. and S-Plus Array Analyzer, Insightful Inc.).Written in simple language and illustrated in full color, Data Analysis Tools for DNA Microarrays lowers the communication barrier between life scientists and analytical scientists. It prepares those charged with analyzing microarray data to make informed choices about the techniques to use in a given situation and contribute to further advances in the field.

Detalles del Libro

  • Name: Data Analysis Tools for DNA Microarrays (Chapman & Hall/CRC Mathematical and Computational Biology)
  • Autor: Sorin Dr?ghici
  • Categoria: Libros,Libros universitarios y de estudios superiores,Medicina y ciencias de la salud
  • Tamaño del archivo: 9 MB
  • Tipos de archivo: PDF Document
  • Descargada: 637 times
  • Idioma: Español
  • Archivos de estado: AVAILABLE


[Download] Data Analysis Tools for DNA Microarrays (Chapman & Hall/CRC Mathematical and Computational Biology) de Sorin Dr?ghici libros ebooks

Data analysis tools for DNA microarrays (Book, 2003 ~ Get this from a library! Data analysis tools for DNA microarrays. [Sorin Drăghici] -- "Data Analysis Tools for DNA Microarrays builds the foundation in the statistics and data analysis tools needed by biologists and provides the overview of microarrays needed by computer scientists. .

Microarray Data Analysis and Mining Tools ~ Keywords: Microarrays, Gene expression, Microarray data analysis, Bioinformatics tools Background Microarray is one such technology which enables the researchers to investigate and address issues which were once thought to be non traceable by facilitating the simultaneous measurement of the expression levels of thousands of genes [ 1 , 2 ].

Chip de ADN - Wikipedia, la enciclopedia libre ~ Un chip de ADN (del inglés DNA microarray) es una superficie sólida a la cual se une una colección de fragmentos de ADN.Las superficies empleadas para fijar el ADN son muy variables y pueden ser de vidrio, plástico e incluso de silicona. Los chips de ADN se usan para analizar la expresión diferencial de genes, y se monitorizan de manera simultánea los niveles de miles de ellos.

Data Analysis Tools for DNA Microarrays / Taylor & Francis ~ Technology today allows the collection of biological information at an unprecedented level of detail and in increasingly vast quantities. To reap real knowledge from the mountains of data produced, however, requires interdisciplinary skills-a background not only in biology but also in computer science and the tools and techniques of data analysis.<

Data analysis tools and methods for DNA microarray and ~ data analysis are considered together in order to ensure coherent handling of the data throughout the analysis. As the number of data sets produced is growing fast, there is also an increasing need for tools that can be used by the biological researchers themselves who may not have a strong statistical or computational background.

DNA microarrays: Types, Applications and their future ~ With the exception of DNA sequencing, microarrays were perhaps the earliest technology that allowed biologists to vast amounts of complex digital data. As the technology came into use, it rapidly became apparent that in order for others to be able to reproduce a given microarray experiment a detailed description of the array, the sample, the protocols and the data analysis methods needed to be .

Microarray Data Analysis / Thermo Fisher Scientific - US ~ We provide a variety of tools, resources, analysis files, and sample data to support planning and execution of your microarray experiment. The links below provides access to GeneChip resources and library files for the processing of arrays on a GeneChip™ microarray system.

DNA microarray - Wikipedia ~ A DNA microarray (also commonly known as DNA chip or biochip) is a collection of microscopic DNA spots attached to a solid surface.Scientists use DNA microarrays to measure the expression levels of large numbers of genes simultaneously or to genotype multiple regions of a genome. Each DNA spot contains picomoles (10 −12 moles) of a specific DNA sequence, known as probes (or reporters or oligos).

Exploration and Analysis of DNA Microarray and Protein ~ Exploration and Analysis of DNA Microarray and Protein Array Data answers the need for a comprehensive, cutting-edge overview of this important and emerging field. The authors, seasoned researchers with extensive experience in both industry and academia, effectively outline all phases of this revolutionary analytical technique, from the preprocessing to the analysis stage.

/ Statistics and Data Analysis for Microarrays ~ 配送商品ならStatistics and Data Analysis for Microarrays Using R and Bioconductor (Chapman & Hall/CRC Computational Biology Series)が通常配送無料。更にならポイント還元本が多数。Drăghici, Sorin作品ほか、お急ぎ便対象商品は当日お届けも可能。

Contenidos del curso - UB ~ Introducción a los microarrays de DNA. Tipos de microarrays. Análisis exploratorio de datos de microarrays. Control de calidad. Preproceado de los datos: Filtrado y normalización. Selección de genes diferencialmente expresados. Contrastes de hipótesis aplicados a la comparación de niveles de expresión. El problema de las comparaciones .

Lecture 2: DNA Microarray Overview ~ Talks •Dr. Martin Tompa, UW "Tools for Prediction of Regulatory Elements in Microbial Genes" –Combi Seminar: Wed 10/6 1:30, K-069 –CSE Seminar: Tue 10/12 3:30, EE-105 •Dr. Michal Linial, Hebrew University, “The Protein Family Tree: Making Biological Sense From Sequence

Data Analysis Tools for DNA Microarrays, Biometrics / 10 ~ DRAGHICI , S. Data Analysis Tools for DNA Microarrays . Chapman & Hall/CRC , Boca Raton , Florida , 2003 . 512 pp . US$79.95 , ISBN 1‐584‐88315‐4 . This book neither offers new biological techniques nor statistical methods for the analysis of DNA data, but rather gives an overview of the widespread field of the analysis of microarray data. The focus is on algorithms instead of .

: Customer reviews: Data Analysis Tools for DNA ~ Find helpful customer reviews and review ratings for Data Analysis Tools for DNA Microarrays at . Read honest and unbiased product reviews from our users.

Microarray Data Analysis Services. Agilent Microarray CSP ~ Genotypic Technology data analysis services provides publication quality reports and provide comprehensive microarray services including in-depth analysis of the data to customers helping them to understand the biological significance of differentially regulated genes by classifying genes in to significant functional categories and pathways.

Introduction to DNA Microarrays - Bitesize Bio ~ The first DNA arrays were constructed by immobilizing cDNAs onto filter paper. However, it was not until 1995 that the first DNA microarrays capable of analyzing thousands of sequences were constructed by “spotting”, or attaching short synthetic probes to designated locations on the solid surface, usually glass or silicon chip (see Figure 1).

How to Analyze DNA Microarray Data - HHMI BioInteractive ~ The Click & Learn describes how DNA microarrays are designed and used to study gene expression patterns. It also discusses how microarray data is analyzed using statistical analyses, such as similarity scores (correlation coefficients) and hierarchical clustering.

Microarray data analysis - agris-knowledgebase ~ GeneSifter.Net. A web-based data analysis tool for Affymetrix microarrays created by VizX Labs, Seattle. Bengtsson, Henrik. Develops , an elegant R package for microarray aroma normalization, diagnostics and data analysis using a custom object-orientated system. National Center for Genome Resources (GeneX). PAM: Prediction Analysis for Microarrays.

DNA Microarray - an overview / ScienceDirect Topics ~ Roderic Guigó, in Handbook of Systems Biology, 2013. DNA Microarrays. DNA microarrays (or DNA chips) have been the most commonly used technique during the last two decades to globally monitor cellular abundances of transcript species. A DNA microarray is a collection of microscopic DNA spots attached to a solid surface. Each DNA spot contains many thousands of copies of a specific DNA .

: Guide to Analysis of DNA Microarray Data ~ 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.

4 Tools to Analyze Your Personal DNA ~ To help people make sense of the data from their genealogical DNA tests, several tools have been developed. Below, we take a quick look at 4 of the most popular tools to use for gleaning more information from your personal DNA data. 1. DNAGEDCom

Microarray Software / Microarray Data Analysis ~ Our microarray software offerings include tools that facilitate analysis of microarray data, and enable array experimental design and sample tracking. These solutions ensure optimal time-to-answer, so you can spend more time doing research, and less time designing probes, managing samples, and configuring complex microarray data analysis workflows.

Gene expression: Microarray data analysis ~ Microarrays: tools for gene expression A microarray is a solid support (such as a membrane . determine the data analysis approach at the outset [2] RNA extraction, conversion, labeling, . hybridized to DNA elements on a microrarray. After washing, .

Microarray Analysis - LinkedIn SlideShare ~ Microarray landmarks. Basic principles. Applications of DNA microarrays. Working with microarrays. Clustering analysis, example. Conclusions. Outline: Microarrays (“DNA Chips”) Clustering analysis 44. A a powerful set of tools which partition samples into well-separated and homogeneous groups, based on their behaviors or patterns.

DNA Microarray Steps (Procedure) and Applications ~ DNA Microarray Definition and Principle . The computer allows us to immediately view our results and it also stores our data. 6) . It is used in the analysis of transcriptomes and proteomes. Gene chips are available to diagnose several pathogenic and genetic diseases in man.