Methods of Microarray Data Analysis

Papers from Camda 00

By: Simon M. Lin, Kimberly F. Johnson

Write A Review

Hardcover | 30 November 2001

At a Glance

Hardcover
208 Pages

Dimensions(cm)
23.5 x 15.88 x 1.27

Hardcover

$169.00

or 4 interest-free payments of $42.25 with

or

Ships in 7 to 10 business days

Microarray technology is a major experimental tool for functional genomic explorations, and will continue to be a major tool throughout this decade and beyond. The recent explosion of this technology threatens to overwhelm the scientific community with massive quantities of data. Because microarray data analysis is an emerging field, very few analytical models currently exist. Methods of Microarray Data Analysis is one of the first books dedicated to this exciting new field. In a single reference, readers can learn about the most up-to-date methods ranging from data normalization, feature selection and discriminative analysis to machine learning techniques.
Currently, there are no standard procedures for the design and analysis of microarray experiments. Methods of Microarray Data Analysis focuses on two well-known data sets, using a different method of analysis in each chapter. Real examples expose the strengths and weaknesses of each method for a given situation, aimed at helping readers choose appropriate protocols and utilize them for their own data set. In addition, web links are provided to the programs and tools discussed in several chapters. This book is an excellent reference not only for academic and industrial researchers, but also for core bioinformatics/genomics courses in undergraduate and graduate programs.

Shipping

	Standard Shipping	Express Shipping
Metro postcodes:	$9.99	$14.95
Regional postcodes:	$9.99	$14.95
Rural postcodes:	$9.99	$14.95

Orders over $79.00 qualify for free shipping.

How to return your order

At Booktopia, we offer hassle-free returns in accordance with our returns policy. If you wish to return an item, please get in touch with Booktopia Customer Care.

Additional postage charges may be applicable.

Defective items

If there is a problem with any of the items received for your order then the Booktopia Customer Care team is ready to assist you.

For more info please visit our Help Centre.

More in Biochemistry

Protein in 15

Easy, tasty, unprocessed meals for everyone by The Body Coach

Hardcover

RRP $45.00

$29.99

33%
OFF

Easy Keto Meal Prep

Simplify Your Keto Diet with 8 Weekly Meal Plans and More than 60 Recipes

Paperback

RRP $32.99

$26.99

18%
OFF

The Impact of Anthropogenic Activities on the Natural Environment and Societies during the Contemporary Period - Carolina Leticia Zilli Vieira

$283.99

11%
OFF

New Insights into Vitamin D - John Edwards

$277.99

11%
OFF

Polyamines in Plants : Advances in Agricultural Biotechnology - Kate Kennedy

$154.75

25%
OFF

V is for Venom

Agatha Christie's Chemicals of Death

Hardcover

RRP $42.99

$33.99

21%
OFF

Pihkal : A Chemical Love Story

A Chemical Love Story

Paperback

RRP $54.99

$44.75

19%
OFF

Contributors
Acknowledgements
Preface
Introduction	p. 1
Data Mining and Machine Learning Methods for Microarray Analysis	p. 5
Evolutionary Computation in Microarray Data Analysis	p. 23
Using Non-Parametric Methods in the Context of Multiple Testing to Determine Differentially Expressed Genes	p. 37
Iterative Linear Regression by Sector	p. 57
A Method to Improve Detection of Disease Using Selectively Expressed Genes in Microarray Data	p. 69
Computational Analysis of Leukemia Microarray Expression Data Using the GA/KNN Method	p. 81
Classical Statistical Approaches to Molecular Classification of Cancer from Gene Expression Profiling	p. 97
Classification of Acute Leukemia Based on DNA Microarray Gene Expressions Using Partial Least Squares	p. 109
Applying Classification Separability Analysis to Microarray Data	p. 125
How Many Genes are Needed for a Discriminant Microarray Data Analysis	p. 137
Comparing Symbolic and Subsymbolic Machine Learning Approaches to Classification of Cancer and Gene Identification	p. 151
Applying Machine Learning Techniques to Analysis of Gene Expression Data: Cancer Diagnosis	p. 167
Glossary	p. 183
Index	p. 187
Table of Contents provided by Blackwell. All Rights Reserved.

Methods of Microarray Data Analysis

Papers from Camda 00

At a Glance

Hardcover

Shipping

How to return your order

Defective items

You Can Find This Book In

More in Biochemistry

Protein in 15

Easy, tasty, unprocessed meals for everyone by The Body Coach

Easy Keto Meal Prep

Simplify Your Keto Diet with 8 Weekly Meal Plans and More than 60 Recipes

The Impact of Anthropogenic Activities on the Natural Environment and Societies during the Contemporary Period

Therapeutic Potential of Marine Biotoxins

From Poison to Pharmacy

Cardiovascular Proteomics Techniques

Applications for Clinical and Laboratory Research

Modeling Prevalent Cancers

Understanding and Innovating Therapeutic Approaches

Aflatoxin Management in Crops

Challenges and Opportunities

New Insights into Vitamin D

Phytochemicals

Health Effects and Antioxidant Properties

Biosensing the Future

Wearable, Ingestible and Implantable Technologies for Health and Wellness Monitoring Part B

Polyamines in Plants

Advances in Agricultural Biotechnology

Proteomics

Techniques and Technology

Genetic Engineering

Principles and Methods

Principles of Protein Chemistry

DNA Replication, Recombination and Repair

Plant Chemical Ecology

The Origin of Life

Perspectives on System Chemistry and Prebiotic Chemistry

Extracellular Matrix Biology

Lipopolysaccharides

Structure, Synthesis and Biological Activities

Vitamin D

Analysis, Function and Effects

Nectaries and Nectar

Campbell Biology, Australian and New Zealand Edition + Mastering Biology with Pearson eText

V is for Venom

Agatha Christie's Chemicals of Death

Pihkal : A Chemical Love Story

A Chemical Love Story

This product is categorised by