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Microarray Data: Statistical Analysis Using R
Author(s): Shailaja R. Deshmukh, Sudha G. Purohit

ISBN:    978-81-7319-850-2 
E-ISBN:   
Publication Year:   Reprint 2011
Pages:   340
Binding:   Paper Back
Dimension:   185mm x 240mm
Weight:   550


Textbook


About the book

Functional Genomics, a branch of Bioinformatics, is essentially an interdisciplinary subject in which Biologists, Statisticians and Computer experts interact to analyze the microarray data. This book caters to the needs of all the three disciplines. For Biologists and Computer scientists, it explains concepts of statistics and statistical inference. For Biologists and Statisticians, it provides annotated R programs to analyze microarray data. For Statisticians and Computer scientists, it explains basics of biology relevant to microarray experiment. Thus, the book will be useful to scientists from all the three disciplines, with not much knowledge of other disciplines, to analyze microarray data and interpret the results.


Key Features

  • Numerous illustrations supplemented by diagrams, tables and figures to grasp the basic concepts of Statistics and its applications to Microarray Data. Annotated R programs at the end of each chapter to carry out analysis.



Table of Contents

Preface / Introduction to Microarray Experiment / Normalisation of Microarray Data / Comparative Inference Procedures / Principal Component Analysis / Cluster Analysis / Logistic Regression Analysis / Case Studies/ Appendix / References / Answers to Exercises / Index.




Audience

Postgraduate Students in Statistics, Life Sciences, Bio-medicine, Biotechnology & Computer Science


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