sampleSize.matched(sizepower)
sampleSize.matched()所属R语言包:sizepower
Sample Size Calculation for Matched-Pairs Designs in Microarray Studies
样本大小匹配对芯片研究设计计算
译者:生物统计家园网 机器人LoveR
描述----------Description----------
This routine computes the sample size n required to achieve a specified power level for a matched-pairs design in which differential expression between n treatment units and n matched control units is of interest. The total number of experimental units for the study is 2n.
常规计算样本大小n需要一个匹配的对中差n治疗单位和n匹配的控制单元之间的利益表达的是设计,以实现指定的功率水平。研究的试点单位总数是2n。
用法----------Usage----------
sampleSize.matched(ER0, G0, power, absMu1, sigmad)
参数----------Arguments----------
参数:ER0
mean number of false positives.
平均误报数量。
参数:G0
anticipated number of genes in the experiment that are not differentially expressed.
预计数量在实验都没有差异表达的基因。
参数:power
specified power level for an individual gene, which represents the expected proportion of differentially expressed genes that will be declared as such by the tests.
指定一个单独的基因,它代表了预期的比例差异表达的基因测试将被宣布为等功率水平。
参数:absMu1
absolute mean difference in log-expression between treatment and control units as postulated under the alternative hypothesis H1.
log表达绝对的治疗和控制单元之间的平均差异为假设下的替代假设H1。
参数:sigmad
anticipated standard deviation of the difference in log-expression between matched treatment and control units.
预计在log表达匹配的治疗和控制单元之间的差异的标准偏差。
值----------Value----------
参数:n
sample size for each group.
每个组的样本大小。
参数:d
statistical difference between treatment and control conditions under H1 (i.e. d=absMu1/sigmad).
根据上半年的治疗和控制条件之间的统计学差异(即d=absMu1/sigmad)。
注意----------Note----------
Examples and explainations can be found in http://www.biostat.harvard.edu/people/faculty/mltlee/pdf/Web-sampsize-matched050510.pdf.
例子和解释相关可以发现在http://www.biostat.harvard.edu/people/faculty/mltlee/pdf/Web-sampsize-matched050510.pdf。
作者(S)----------Author(s)----------
Weiliang Qiu (<a href="mailto:weiliang.qiu@gmail.com">weiliang.qiu@gmail.com</a>),
Mei-Ling Ting Lee (<a href="mailto:meilinglee@sph.osu.edu">meilinglee@sph.osu.edu</a>),
George Alex Whitmore (<a href="mailto:george.whitmore@mcgill.ca">george.whitmore@mcgill.ca</a>)
参考文献----------References----------
Analysis of Microarray Gene Expression Data. Kluwer Academic Publishers, ISBN 0-7923-7087-2.
Power and sample size for DNA microarray studies. Statistics in Medicine, 21:3543-3570.
参见----------See Also----------
power.randomized, power.matched power.multi, sampleSize.randomized
power.randomized,power.matchedpower.multi,sampleSize.randomized
举例----------Examples----------
sampleSize.matched(ER0=1, G0=2000, power=0.9, absMu1=1, sigmad=0.5)
转载请注明:出自 生物统计家园网(http://www.biostatistic.net)。
注:
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