Bioinformatics and Computational Biology Solutions Using R and Bioconductor (Statistics for Biology and Health)

3,33 valoración promedio
( 6 valoraciones por Goodreads )
 
9780387251462: Bioinformatics and Computational Biology Solutions Using R and Bioconductor (Statistics for Biology and Health)

Full four-color book.

Some of the editors created the Bioconductor project and Robert Gentleman is one of the two originators of R.

All methods are illustrated with publicly available data, and a major section of the book is devoted to fully worked case studies.

Code underlying all of the computations that are shown is made available on a companion website, and readers can reproduce every number, figure, and table on their own computers.

"Sinopsis" puede pertenecer a otra edición de este libro.

From the Back Cover:

Bioconductor is a widely used open source and open development software project for the analysis and comprehension of data arising from high-throughput experimentation in genomics and molecular biology. Bioconductor is rooted in the open source statistical computing environment R. This volume's coverage is broad and ranges across most of the key capabilities of the Bioconductor project, including

importation and preprocessing of high-throughput data from microarray, proteomic, and flow cytometry platforms

curation and delivery of biological metadata for use in statistical modeling and interpretation

statistical analysis of high-throughput data, including machine learning and visualization,

modeling and visualization of graphs and networks.

The developers of the software, who are in many cases leading academic researchers, jointly authored chapters. All methods are illustrated with publicly available data, and a major section of the book is devoted to exposition of fully worked case studies.

This book is more than a static collection of descriptive text, figures, and code examples that were run by the authors to produce the text; it is a dynamic document. Code underlying all of the computations that are shown is made available on a companion website, and readers can reproduce every number, figure, and table on their own computers.

Robert Gentleman is Head of the Program in Computational Biology at the Fred Hutchinson Cancer Research Center in Seattle. He is one of the two authors of the original R system and a leading member of the R core team. Vincent Carey is Associate Professor of Medicine (Biostatistics), Channing Laboratory, Brigham and Women's Hospital, Harvard Medical School. Gentleman and Carey are co-founders of the Bioconductor project. Wolfgang Huber is Group Leader in the European Molecular Biology Laboratory at the European Bioinformatics Institute in Cambridge. He has made influential contributions to the error modeling of microarray data. Rafael Irizarry is Associate Professor of Biostatistics at the Johns Hopkins Bloomberg School of Public Health in Baltimore. He is co-developer of RMA and GCRMA, two of the most popular methodologies for preprocessing high-density oligonucleotide arrays. Sandrine Dudoit is Assistant Professor in the Department of Biostatistics at the University of California, Berkeley. She has made seminal discoveries in the fields of multiple testing and generalized cross-validation and spearheaded the deployment of these findings in applied genomic science.

Review:

From the reviews:

"The book has several nice touches that readers will appreciate. First, the liberal use of color shows the full capabilities of Bioconductor pakages and brings the material to life. Second, color figures are dispersed throughout the text rather than being relegated to a central section of color plates. Third, the index indicates whether a term references a package, function or class. This book is an excellent resource... In summary, this book is a must have for any Bioconductor user." (J. Wade Davis, Journal of the American Statistical Association, Vol. 102, No. 477, 2007)

"This book is solid evidence of the influence that quantitative researchers can have on biological investigations. Organized into separate chapters of shared authorship, the book provides a valuable overview of the impact that the authors and their colleagues have had on the analysis of genomic data." (R.W. Doerge, Biostatistics, December 2006)

"This book provides an in-depth demonstration of the potential of the Bioconductor project, through a varied mixture of descriptions, figures and examples. ... The book ... is an exciting opportunity for researchers to learn directly from the software developers themselves. The range of material covered by the book is diverse and well structured. An abundance of fully worked case studies illustrate the methods in practice. ... it should be a must for any researcher considering getting started with the software ... ." (Rebecca Walls, Journal of Applied Statistics, Vol. 34 (3), 2007)

"The book provides an extensive overview over the most important tasks in analyzing genomic data with Bioconductor. ... The book is well written and communicates hands-on experience of the developers of the respective Bioconductor packages themselves. ... The book is targeted to a broad range of researchers interested in genomic data analysis, including biologists, bioinformaticians, and statisticians. ... It is a very valuable resource for modern genomic data analysis. There is no comparable book on the market." (Jörg Rahnenführer, Statistical Papers, Vol. 50, 2009)

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

Los mejores resultados en AbeBooks

1.

Editorial: Springer
ISBN 10: 0387251464 ISBN 13: 9780387251462
Nuevos Tapa dura Cantidad: 1
Librería
Cloud 9 Books
(Wellington, FL, Estados Unidos de America)
Valoración
[?]

Descripción Springer. Hardcover. Estado de conservación: New. 0387251464 New Condition. Nº de ref. de la librería NEW7.0127371

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

Comprar nuevo
EUR 76,29
Convertir moneda

Añadir al carrito

Gastos de envío: EUR 4,22
A Estados Unidos de America
Destinos, gastos y plazos de envío

2.

ISBN 10: 0387251464 ISBN 13: 9780387251462
Nuevos Cantidad: 1
Librería
BennettBooksLtd
(San Diego, CA, Estados Unidos de America)
Valoración
[?]

Descripción Estado de conservación: New. New. Nº de ref. de la librería S-0387251464

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

Comprar nuevo
EUR 94,14
Convertir moneda

Añadir al carrito

Gastos de envío: EUR 4,19
A Estados Unidos de America
Destinos, gastos y plazos de envío

3.

Gentleman, Robert
Editorial: Springer (2016)
ISBN 10: 0387251464 ISBN 13: 9780387251462
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 ria9780387251462_lsuk

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

Comprar nuevo
EUR 148,64
Convertir moneda

Añadir al carrito

Gastos de envío: EUR 4,37
De Reino Unido a Estados Unidos de America
Destinos, gastos y plazos de envío

4.

Robert Gentleman
Editorial: Springer-Verlag New York Inc. (2005)
ISBN 10: 0387251464 ISBN 13: 9780387251462
Nuevos Cantidad: > 20
Impresión bajo demanda
Librería
Pbshop
(Wood Dale, IL, Estados Unidos de America)
Valoración
[?]

Descripción Springer-Verlag New York Inc., 2005. HRD. 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-9780387251462

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

Comprar nuevo
EUR 153,97
Convertir moneda

Añadir al carrito

Gastos de envío: EUR 3,38
A Estados Unidos de America
Destinos, gastos y plazos de envío

5.

Robert Gentleman
Editorial: Springer-Verlag New York Inc. (2005)
ISBN 10: 0387251464 ISBN 13: 9780387251462
Nuevos Cantidad: > 20
Impresión bajo demanda
Librería
Books2Anywhere
(Fairford, GLOS, Reino Unido)
Valoración
[?]

Descripción Springer-Verlag New York Inc., 2005. HRD. 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-9780387251462

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

Comprar nuevo
EUR 156,86
Convertir moneda

Añadir al carrito

Gastos de envío: EUR 10,14
De Reino Unido a Estados Unidos de America
Destinos, gastos y plazos de envío

6.

ROBERT GENTLEMAN
Editorial: Springer (2005)
ISBN 10: 0387251464 ISBN 13: 9780387251462
Nuevos Tapa dura Cantidad: 1
Librería
Herb Tandree Philosophy Books
(Stroud, GLOS, Reino Unido)
Valoración
[?]

Descripción Springer, 2005. Hardback. Estado de conservación: NEW. 9780387251462 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 HTANDREE0272330

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

Comprar nuevo
EUR 168,57
Convertir moneda

Añadir al carrito

Gastos de envío: EUR 9,02
De Reino Unido a Estados Unidos de America
Destinos, gastos y plazos de envío

7.

Gentleman, Robert [Editor]; Carey, Vincent [Editor]; Huber, Wolfgang [Editor]; Irizarry, Rafael [Editor]; Dudoit, Sandrine [Editor];
Editorial: Springer (2005)
ISBN 10: 0387251464 ISBN 13: 9780387251462
Nuevos Tapa dura Cantidad: 10
Librería
Ergodebooks
(RICHMOND, TX, Estados Unidos de America)
Valoración
[?]

Descripción Springer, 2005. Hardcover. Estado de conservación: New. Nº de ref. de la librería INGM9780387251462

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

Comprar nuevo
EUR 186,59
Convertir moneda

Añadir al carrito

Gastos de envío: EUR 4,22
A Estados Unidos de America
Destinos, gastos y plazos de envío

8.

Editorial: Springer-Verlag New York Inc., United States (2005)
ISBN 10: 0387251464 ISBN 13: 9780387251462
Nuevos Tapa dura Cantidad: 10
Impresión bajo demanda
Librería
The Book Depository US
(London, Reino Unido)
Valoración
[?]

Descripción Springer-Verlag New York Inc., United States, 2005. Hardback. Estado de conservación: New. 2005 ed.. Language: English . Brand New Book ***** Print on Demand *****. Full four-color book. Some of the editors created the Bioconductor project and Robert Gentleman is one of the two originators of R. All methods are illustrated with publicly available data, and a major section of the book is devoted to fully worked case studies. Code underlying all of the computations that are shown is made available on a companion website, and readers can reproduce every number, figure, and table on their own computers. Nº de ref. de la librería APC9780387251462

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

Comprar nuevo
EUR 195,46
Convertir moneda

Añadir al carrito

Gastos de envío: GRATIS
De Reino Unido a Estados Unidos de America
Destinos, gastos y plazos de envío

9.

Editorial: Springer-Verlag New York Inc., United States (2005)
ISBN 10: 0387251464 ISBN 13: 9780387251462
Nuevos Tapa dura Cantidad: 10
Impresión bajo demanda
Librería
The Book Depository
(London, Reino Unido)
Valoración
[?]

Descripción Springer-Verlag New York Inc., United States, 2005. Hardback. Estado de conservación: New. 2005 ed.. Language: English . Brand New Book ***** Print on Demand *****.Full four-color book. Some of the editors created the Bioconductor project and Robert Gentleman is one of the two originators of R. All methods are illustrated with publicly available data, and a major section of the book is devoted to fully worked case studies. Code underlying all of the computations that are shown is made available on a companion website, and readers can reproduce every number, figure, and table on their own computers. Nº de ref. de la librería APC9780387251462

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

Comprar nuevo
EUR 196,93
Convertir moneda

Añadir al carrito

Gastos de envío: GRATIS
De Reino Unido a Estados Unidos de America
Destinos, gastos y plazos de envío

10.

Editorial: Springer (2017)
ISBN 10: 0387251464 ISBN 13: 9780387251462
Nuevos Tapa dura Cantidad: > 20
Impresión bajo demanda
Librería
Murray Media
(North Miami Beach, FL, Estados Unidos de America)
Valoración
[?]

Descripción Springer, 2017. Hardcover. Estado de conservación: New. Never used! This item is printed on demand. Nº de ref. de la librería 0387251464

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

Comprar nuevo
EUR 196,18
Convertir moneda

Añadir al carrito

Gastos de envío: EUR 1,68
A Estados Unidos de America
Destinos, gastos y plazos de envío

Existen otras copia(s) de este libro

Ver todos los resultados de su búsqueda