Bioconductor Case Studies (Use R!)

3,5 valoración promedio
( 4 valoraciones por GoodReads )
 
9780387772394: Bioconductor Case Studies (Use R!)
Review:

From the reviews:

"This work has extended R substantially and is an important tool for research. … All the code, including solutions to the exercises, is available for downloading on the Web and-this is well worth mentioning-it runs straight out of the box…. The book describes various analysis, provides the code for them and discusses the output. This makes for an easy read and anyone who works through the book will gain confidence that they can carry out analysis on their own data. The discussion of analysis is generally sound and practical. In particular the interpretation of the results of clustering is more sensible then you often see…. This book is strongly recommended for learning more about Bioconductor." (Antony Unwin, Journal of Statistical Software, January 2009, Volume 29, Book Review 1).

"The readership of this book will be specialized but the text deserves to be read more widely within the statistics and computer science communities as there is much to interest the inquiring mind. … Exercises for private study and their solutions are provided as an integral part of the text. "(C.M. O’Brien, International Statistical Review, 2009, 77, 1)

“One of the great advantages of the R language is its dynamic nature, where code and other resources are continuously generated in order to address novel analytical challenges. Microarray gene expression data present such a challenge, and the Bioconductor project has risen over the years to become the foremost central repository of R-implemented approaches for such data. However, while individual packages within Bioconductor are usually well documented, it is often hard to know which packages to use in what circumstances, especially when tools from several packages are best used in concert. This text aims to fill that void by offering a collection of case studies derived from the authors’ own Bioconductor courses, covering the topics of processing raw intensities; correcting for background noise and variation across chips; differential expression analysis; machine learning for clustering and classification; graph creation; and gene set enrichment. …All in all, this text is an excellent, well-written reference for many of the common tasks that arise during the analysis of microarray gene expression datasets, as implemented by Bioconductor. It is well worth the modest sum required for its purchase.” (The American Statistician, May 2010, Vol. 64, No. 2)

From the Publisher:

Bioconductor software has become a standard tool for the analysis and comprehension of data from high-throughput genomics experiments. Its application spans a broad field of technologies used in contemporary molecular biology. In this volume, the authors present a collection of cases to apply Bioconductor tools in the analysis of microarray gene expression data. Topics covered include: (1) import and preprocessing of data from various sources; (2) statistical modeling of differential gene expression; (3) biological metadata; (4) application of graphs and graph rendering; (5) machine learning for clustering and classification problems; (6) gene set enrichment analysis.

Each chapter of this book describes an analysis of real data using hands-on example driven approaches. Short exercises help in the learning process and invite more advanced considerations of key topics. The book is a dynamic document. All the code shown can be executed on a local computer, and readers are able to reproduce every computation, figure, and table.

"Sobre este título" puede pertenecer a otra edición de este libro.

Los mejores resultados en AbeBooks

1.

Hahne, Florian; Huber, Wolfgang; Gentleman, Robert
Editorial: Springer-Verlag New York Inc., United States (2008)
ISBN 10: 0387772391 ISBN 13: 9780387772394
Nuevos Paperback Cantidad: 10
Impresión bajo demanda
Librería
The Book Depository US
(London, Reino Unido)
Valoración
[?]

Descripción Springer-Verlag New York Inc., United States, 2008. Paperback. Estado de conservación: New. 2008.. 234 x 155 mm. Language: English . Brand New Book ***** Print on Demand *****. Bioconductor software has become a standard tool for the analysis and comprehension of data from high-throughput genomics experiments. Its application spans a broad field of technologies used in contemporary molecular biology. In this volume, the authors present a collection of cases to apply Bioconductor tools in the analysis of microarray gene expression data. Topics covered include: (1) import and preprocessing of data from various sources; (2) statistical modeling of differential gene expression; (3) biological metadata; (4) application of graphs and graph rendering; (5) machine learning for clustering and classification problems; (6) gene set enrichment analysis. Each chapter of this book describes an analysis of real data using hands-on example driven approaches. Short exercises help in the learning process and invite more advanced considerations of key topics. The book is a dynamic document. All the code shown can be executed on a local computer, and readers are able to reproduce every computation, figure, and table. Nº de ref. de la librería AAV9780387772394

Más información sobre esta librería | Hacer una pregunta a la librería

Comprar nuevo
EUR 79,15
Convertir moneda

Añadir al carrito

Gastos de envío: GRATIS
De Reino Unido a España
Destinos, gastos y plazos de envío

2.

Hahne, Florian; Huber, Wolfgang; Gentleman, Robert
Editorial: Springer-Verlag New York Inc., United States (2008)
ISBN 10: 0387772391 ISBN 13: 9780387772394
Nuevos Paperback Cantidad: 10
Impresión bajo demanda
Librería
The Book Depository
(London, Reino Unido)
Valoración
[?]

Descripción Springer-Verlag New York Inc., United States, 2008. Paperback. Estado de conservación: New. 2008.. 234 x 155 mm. Language: English . Brand New Book ***** Print on Demand *****.Bioconductor software has become a standard tool for the analysis and comprehension of data from high-throughput genomics experiments. Its application spans a broad field of technologies used in contemporary molecular biology. In this volume, the authors present a collection of cases to apply Bioconductor tools in the analysis of microarray gene expression data. Topics covered include: (1) import and preprocessing of data from various sources; (2) statistical modeling of differential gene expression; (3) biological metadata; (4) application of graphs and graph rendering; (5) machine learning for clustering and classification problems; (6) gene set enrichment analysis. Each chapter of this book describes an analysis of real data using hands-on example driven approaches. Short exercises help in the learning process and invite more advanced considerations of key topics. The book is a dynamic document. All the code shown can be executed on a local computer, and readers are able to reproduce every computation, figure, and table. Nº de ref. de la librería AAV9780387772394

Más información sobre esta librería | Hacer una pregunta a la librería

Comprar nuevo
EUR 82,00
Convertir moneda

Añadir al carrito

Gastos de envío: GRATIS
De Reino Unido a España
Destinos, gastos y plazos de envío

3.

Hahne, Florian; Huber, Wolfgang; Gentleman, Robert
Editorial: Springer (2008)
ISBN 10: 0387772391 ISBN 13: 9780387772394
Nuevos Paperback Cantidad: 1
Impresión bajo demanda
Librería
Ergodebooks
(RICHMOND, TX, Estados Unidos de America)
Valoración
[?]

Descripción Springer, 2008. Paperback. Estado de conservación: New. 2008. This item is printed on demand. Nº de ref. de la librería DADAX0387772391

Más información sobre esta librería | Hacer una pregunta a la librería

Comprar nuevo
EUR 71,55
Convertir moneda

Añadir al carrito

Gastos de envío: EUR 13,09
De Estados Unidos de America a España
Destinos, gastos y plazos de envío

4.

Hahne, Florian; Huber, Wolfgang; Gentleman, Robert
Editorial: Springer (2008)
ISBN 10: 0387772391 ISBN 13: 9780387772394
Nuevos Paperback Cantidad: 1
Librería
Herb Tandree Philosophy Books
(Stroud, GLOS, Reino Unido)
Valoración
[?]

Descripción Springer, 2008. Paperback. Estado de conservación: NEW. 9780387772394 This listing is a new book, a title currently in-print which we order directly and immediately from the publisher. Nº de ref. de la librería HTANDREE0274513

Más información sobre esta librería | Hacer una pregunta a la librería

Comprar nuevo
EUR 77,54
Convertir moneda

Añadir al carrito

Gastos de envío: EUR 9,31
De Reino Unido a España
Destinos, gastos y plazos de envío

5.

Hahne, Florian; Huber, Wolfgang; Gentleman, Robert
Editorial: Springer 2008-08-15 (2008)
ISBN 10: 0387772391 ISBN 13: 9780387772394
Nuevos Paperback Cantidad: 1
Librería
Lost Books
(AUSTIN, TX, Estados Unidos de America)
Valoración
[?]

Descripción Springer 2008-08-15, 2008. Paperback. Estado de conservación: New. 1. 0387772391. Nº de ref. de la librería 673188

Más información sobre esta librería | Hacer una pregunta a la librería

Comprar nuevo
EUR 71,36
Convertir moneda

Añadir al carrito

Gastos de envío: EUR 20,56
De Estados Unidos de America a España
Destinos, gastos y plazos de envío

6.

Hahne, Florian; Huber, Wolfgang; Gentleman, Robert
Editorial: Springer (2016)
ISBN 10: 0387772391 ISBN 13: 9780387772394
Nuevos Paperback Cantidad: 1
Impresión bajo demanda
Librería
Ria Christie Collections
(Uxbridge, Reino Unido)
Valoración
[?]

Descripción Springer, 2016. Paperback. Estado de conservación: New. PRINT ON DEMAND Book; New; Publication Year 2016; Not Signed; Fast Shipping from the UK. No. book. Nº de ref. de la librería ria9780387772394_lsuk

Más información sobre esta librería | Hacer una pregunta a la librería

Comprar nuevo
EUR 90,17
Convertir moneda

Añadir al carrito

Gastos de envío: EUR 4,32
De Reino Unido a España
Destinos, gastos y plazos de envío

7.

Hahne, Florian; Huber, Wolfgang; Gentleman, Robert
Editorial: Springer-Verlag New York Inc. (2008)
ISBN 10: 0387772391 ISBN 13: 9780387772394
Nuevos Cantidad: > 20
Impresión bajo demanda
Librería
PBShop
(Wood Dale, IL, Estados Unidos de America)
Valoración
[?]

Descripción Springer-Verlag New York Inc., 2008. PAP. Estado de conservación: New. New Book.Shipped from US within 10 to 14 business days.THIS BOOK IS PRINTED ON DEMAND. Established seller since 2000. Nº de ref. de la librería IP-9780387772394

Más información sobre esta librería | Hacer una pregunta a la librería

Comprar nuevo
EUR 86,52
Convertir moneda

Añadir al carrito

Gastos de envío: EUR 8,88
De Estados Unidos de America a España
Destinos, gastos y plazos de envío

8.

Hahne, Florian; Huber, Wolfgang; Gentleman, Robert
Editorial: Springer-Verlag New York Inc. (2008)
ISBN 10: 0387772391 ISBN 13: 9780387772394
Nuevos Cantidad: > 20
Impresión bajo demanda
Librería
Books2Anywhere
(Fairford, GLOS, Reino Unido)
Valoración
[?]

Descripción Springer-Verlag New York Inc., 2008. PAP. Estado de conservación: New. New Book. Delivered from our US warehouse in 10 to 14 business days. THIS BOOK IS PRINTED ON DEMAND.Established seller since 2000. Nº de ref. de la librería IP-9780387772394

Más información sobre esta librería | Hacer una pregunta a la librería

Comprar nuevo
EUR 86,39
Convertir moneda

Añadir al carrito

Gastos de envío: EUR 9,27
De Reino Unido a España
Destinos, gastos y plazos de envío

9.

Hahne, Florian; Huber, Wolfgang; Gentleman, Robert
Editorial: Springer 2008-09-30 (2008)
ISBN 10: 0387772391 ISBN 13: 9780387772394
Nuevos Cantidad: 5
Librería
Chiron Media
(Wallingford, Reino Unido)
Valoración
[?]

Descripción Springer 2008-09-30, 2008. Estado de conservación: New. Brand new book, sourced directly from publisher. Dispatch time is 24-48 hours from our warehouse. Book will be sent in robust, secure packaging to ensure it reaches you securely. Nº de ref. de la librería NU-ING-00161978

Más información sobre esta librería | Hacer una pregunta a la librería

Comprar nuevo
EUR 99,69
Convertir moneda

Añadir al carrito

Gastos de envío: EUR 3,46
De Reino Unido a España
Destinos, gastos y plazos de envío

10.

Hahne, Florian; Huber, Wolfgang; Gentleman, Robert
Editorial: Springer (2008)
ISBN 10: 0387772391 ISBN 13: 9780387772394
Nuevos Tapa blanda Cantidad: 15
Impresión bajo demanda
Librería
English-Book-Service Mannheim
(Mannheim, Alemania)
Valoración
[?]

Descripción Springer, 2008. Estado de conservación: New. This item is printed on demand for shipment within 3 working days. Nº de ref. de la librería LP9780387772394

Más información sobre esta librería | Hacer una pregunta a la librería

Comprar nuevo
EUR 99,72
Convertir moneda

Añadir al carrito

Gastos de envío: EUR 7,50
De Alemania a España
Destinos, gastos y plazos de envío

Existen otras copia(s) de este libro

Ver todos los resultados de su búsqueda