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High-Dimensional Data Analysis in Cancer Research

 - High-Dimensional Data Analysis in Cancer Research, e-bok

102,25€

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ISBN: 9780387697659
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Table of contents

2. On the Role and Potential of High-Dimensional Biologic Data in Cancer Research
Ross L. Prentice

3. Variable selection in regression - estimation, prediction,sparsity, inference
Jaroslaw Harezlak, Eric Tchetgen, Xiaochun Li

4. Multivariate Nonparametric Regression
Charles Kooperberg, Michael LeBlanc

5. Risk Estimation
Ronghui Xu, Anthony Gamst

6. Tree-Based Methods
Adele Cutler, D. Richard Cutler, John R. Stevens

7. Support Vector Machine Classification for High Dimensional Microarray Data Analysis, With Applications in Cancer Research
Hao Helen Zhang

8. Bayesian Approaches: Nonparametric Bayesian Analysis of Gene Expression Data
Sonia Jain

Nyckelord: TECHNOLOGY & ENGINEERING / Biomedical TEC059000

Utgivare
Springer
Utgivningsår
2009
Språk
en
Utgåva
1
Kategori
Hälsa, skönhet, mode
Format
E-bok
eISBN (PDF)
9780387697659

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