Research Catalog

Computational methods in biomedical research

Title
Computational methods in biomedical research / edited by Ravindra Khattree, Dayanand N. Naik.
Publication
Boca Raton, FL : Chapman & Hall/CRC, [2008], ©2008.

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Additional Authors
  • Khattree, Ravindra.
  • Naik, Dayanand N.
Description
xvii, 408 pages, 4 unnumbered pages of plates : illustrations (some color), maps (some color); 25 cm.
Series Statement
Chapman & Hall/CRC biostatistics series
Uniform Title
Chapman & Hall/CRC biostatistics series.
Subject
  • Medicine > Data processing
  • Biology > Data processing
  • Medicine > Statistical methods
  • Biology > Statistical methods
  • Computational biology
  • Computational Biology > methods
  • Biomedical Research > methods
  • Data Interpretation, Statistical
Bibliography (note)
  • Includes bibliographical references and index.
Contents
1. Microarray Data Analysis / Susmita Datta, Somnath Datta, Rudolph S. Parrish and Caryn M. Thompson -- 2. Machine Learning Techniques for Bioinformatics: Fundamentals and Applications / Jaroslaw Meller and Michael Wagner -- 3. Machine Learning Methods for Cancer Diagnosis and Prognostication / Anne-Michelle Noone and Mousumi Banerjee -- 4. Protein Profiling for Disease Proteomics with Mass Spectrometry: Computational Challenges / Dayanand N. Naik and Michael Wagner -- 5. Predicting US Cancer Mortality Counts Using State Space Models / Kaushik Ghosh, Ram C. Tiwari, Eric J. Feuer, Kathleen A. Cronin and Ahmedin Jemal -- 6. Analyzing Multiple Failure Time Data Using SAS Software / Joseph C. Gardiner, Lin Liu and Zhehui Luo -- 7. Mixed-Effects Models for Longitudinal Virologic and Immunologic HIV Data / Florin Vaida, Pulak Ghosh and Lin Liu -- 8. Bayesian Computational Methods in Biomedical Research / Hedibert F. Lopes, Peter Muller and Nalini Ravishanker -- 9. Sequential Monitoring of Randomization Tests / Yanqiong Zhang and William F. Rosenberger -- 10. Proportional Hazards Mixed-Effects Models and Applications / Ronghui Xu and Michael Donohue -- 11. Classification Rules for Repeated Measures Data from Biomedical Research / Anuradha Roy and Ravindra Khattree -- 12. Estimation Methods for Analyzing Longitudinal Data Occurring in Biomedical Research / N. Rao Chaganty and Deepak Mav.
ISBN
  • 9781584885771 (alk. paper)
  • 1584885777 (alk. paper)
LCCN
2007029936
OCLC
  • ocn156994532
  • 156994532
  • SCSB-5387446
Owning Institutions
Columbia University Libraries