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Standardized median difference for quality control in high-throughput screening Conference paper
Proceedings of 2012 International Symposium on Information Technologies in Medicine and Education, ITME 2012
Authors:  Huang W.;  Zhang X.D.;  Li Y.;  Wang W.W.;  Soper K.
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Illustration of SSMD, z score, SSMD*, z* score, and t statistic for hit selection in RNAi high-throughput screens Journal article
Journal of Biomolecular Screening, 2011,Volume: 16,Issue: 7,Page: 775-785
Authors:  Zhang X.D.
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high-throughput screening  SSMD  SSMD*  t statistic  z score  z* score  
Optimal High-Throughput Screening: Practical Experimental Design and Data Analysis for Genome-scale RNAi Research Book
Cambridge University Press:9780521734448, 2011
Authors:  Zhang XD
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The use of SSMD-based false discovery and false nondiscovery rates in genome-scale RNAi screens Journal article
Journal of Biomolecular Screening, 2010,Volume: 15,Issue: 9,Page: 1123-1131
Authors:  Zhang X.D.;  Lacson R.;  Yang R.;  Marine S.D.;  McCampbell A.;  Toolan D.M.;  Hare T.R.;  Kajdas J.;  Berger J.P.;  Holder D.J.;  Heyse J.F.;  Ferrer M.
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-value  false discovery rate  false nondiscovery rate  high-throughput screening  p  q  RNAi  
An effective method for controlling false discovery and false nondiscovery rates in genome-scale RNAi screens Journal article
Journal of Biomolecular Screening, 2010,Volume: 15,Issue: 9,Page: 1116-1122
Authors:  Zhang X.D.
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-value  false discovery rate  false nondiscovery rate  p  q  RNAi high-throughput screening  
Error rates and powers in genome-scale RNAi screens Journal article
Journal of Biomolecular Screening, 2009,Volume: 14,Issue: 3,Page: 230-238
Authors:  Zhang X.D.;  Marine S.D.;  Ferrer M.
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False-negative rate  Power  Restricted false-positive rate  Strictly standardized mean difference  Type I error  Type II error  
Genome-wide screens for effective siRNAs through assessing the size of siRNA effects Journal article
BMC Research Notes, 2008,Volume: 1
Authors:  Zhang X.D.
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Hit selection with false discovery rate control in genome-scale RNAi screens Journal article
Nucleic Acids Research, 2008,Volume: 36,Issue: 14,Page: 4667-4679
Authors:  Zhang X.D.;  Kuan P.F.;  Ferrer M.;  Shu X.;  Liu Y.C.;  Gates A.T.;  Kunapuli P.;  Stec E.M.;  Xu M.;  Marine S.D.;  Holder D.J.;  Strulovici B.;  Heyse J.F.;  Espeseth A.S.
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Integrating experimental and analytic approaches to improve data quality in genome-wide RNAi screens Journal article
Journal of Biomolecular Screening, 2008,Volume: 13,Issue: 5,Page: 378-389
Authors:  Zhang X.D.;  Espeseth A.S.;  Johnson E.N.;  Chin J.;  Gates A.;  Mitnaul L.J.;  Marine S.D.;  Tian J.;  Stec E.M.;  Kunapuli P.;  Holder D.J.;  Heyse J.F.;  Strulovici B.;  Ferrer M.
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Plate design  Quality control  RNAi high-throughput screening  Strictly standardized mean difference  Z factor  
Novel analytic criteria and effective plate designs for quality control in genome-scale RNAi screens Journal article
Journal of Biomolecular Screening, 2008,Volume: 13,Issue: 5,Page: 363-377
Authors:  Zhang X.D.
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Plate design  Quality control  RNAi high-throughput screening  Strictly standardized mean difference  Z factor