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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  
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  
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  
Median absolute deviation to improve hit selection for genome-scale RNAi screens Journal article
Journal of Biomolecular Screening, 2008,Volume: 13,Issue: 2,Page: 149-158
Authors:  Chung N.;  Zhang X.D.;  Kreamer A.;  Locco L.;  Kuan P.-F.;  Bartz S.;  Linsley P.S.;  Ferrer M.;  Strulovici B.
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Data analysis  Functional genomics  High-throughput screen  Hit selection  MAD  Median absolute deviation  RNA interference  RNAi  siRNA  
A new method with flexible and balanced control of false negatives and false positives for hit selection in RNA interference high-throughput screening assays Journal article
Journal of Biomolecular Screening, 2007,Volume: 12,Issue: 5,Page: 645-655
Authors:  Zhang X.D.
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Completely balanced error level  D+-probability  High-throughput screening  Hit selection  Restricted false-positive rate  Strictly standardized mean difference  
The use of strictly standardized mean difference for hit selection in primary RNA interference high-throughput screening experiments Journal article
Journal of Biomolecular Screening, 2007,Volume: 12,Issue: 4,Page: 497-509
Authors:  Zhang X.D.;  Ferrer M.;  Espeseth A.S.;  Marine S.D.;  Stec E.M.;  Crackower M.A.;  Holder D.J.;  Heyse J.F.;  Strulovici B.
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d+-probability  High-throughput Screening  Hit Rate Point  Restricted False-positive Rate  Strictly Standardized Mean Difference