Experimental design, analysis of variance and slide quality assessment in gene expression arrays.
A microarray experiment is a sequence of complicated molecular biology procedures relying on various laboratory tools, instrumentation and experimenter's skills. This paper discusses statistical models for distinguishing small changes in gene expression from the noise in the system. It describes methods for assigning statistical confidence to gene expression values derived from a single array slide. Some of the theory is discussed in the context of practical applications via software usage.
Draghici
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BioDiscovery Inc, 11150 West Olympic Boulevard, Suite 1170, Los Angeles, CA 90064, USA. sorin@biodiscovery.com
Kuklin
A
A
Hoff
B
B
Shams
S
S
D000465:Algorithms; D000704:Analysis of Variance; D015870:Gene Expression; D015233:Models, Statistical; D020411:Oligonucleotide Array Sequence Analysis / Q000191:economics / Q000295:instrumentation* / Q000592:standards