Abstract
Statistical methods for analyzing data from DNA microarray experiments are reviewed. Specifically, we discuss common experimental setups, methods for data reduction and clustering, and analysis of time-course experiments. While early microarray studies focused mainly on the basic methodological and technical aspects of DNA arrays, emphasis has shifted to biological, medical, and clinical applications. We mention several of these and present results from our recent research as illustrative examples. New developments in this ever-growing field are outlined.
| Original language | English (US) |
|---|---|
| Pages (from-to) | 75-93 |
| Number of pages | 19 |
| Journal | Recent Progress in Hormone Research |
| Volume | 58 |
| DOIs | |
| State | Published - 2003 |
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ASJC Scopus subject areas
- Endocrinology
Cite this
Statistical Approach to DNA Chip Analysis. / Svrakic, N. M.; Nesic, O.; Dasu, M. R K; Herndon, David; Perez-Polo, J. R.
In: Recent Progress in Hormone Research, Vol. 58, 2003, p. 75-93.Research output: Contribution to journal › Article
}
TY - JOUR
T1 - Statistical Approach to DNA Chip Analysis
AU - Svrakic, N. M.
AU - Nesic, O.
AU - Dasu, M. R K
AU - Herndon, David
AU - Perez-Polo, J. R.
PY - 2003
Y1 - 2003
N2 - Statistical methods for analyzing data from DNA microarray experiments are reviewed. Specifically, we discuss common experimental setups, methods for data reduction and clustering, and analysis of time-course experiments. While early microarray studies focused mainly on the basic methodological and technical aspects of DNA arrays, emphasis has shifted to biological, medical, and clinical applications. We mention several of these and present results from our recent research as illustrative examples. New developments in this ever-growing field are outlined.
AB - Statistical methods for analyzing data from DNA microarray experiments are reviewed. Specifically, we discuss common experimental setups, methods for data reduction and clustering, and analysis of time-course experiments. While early microarray studies focused mainly on the basic methodological and technical aspects of DNA arrays, emphasis has shifted to biological, medical, and clinical applications. We mention several of these and present results from our recent research as illustrative examples. New developments in this ever-growing field are outlined.
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UR - http://www.scopus.com/inward/citedby.url?scp=0041807675&partnerID=8YFLogxK
U2 - 10.1210/rp.58.1.75
DO - 10.1210/rp.58.1.75
M3 - Article
C2 - 12795415
AN - SCOPUS:0041807675
VL - 58
SP - 75
EP - 93
JO - Recent Progress in Hormone Research
JF - Recent Progress in Hormone Research
SN - 0079-9963
ER -