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Data Normalization for Dummies Using SAS - …

Venu Perla, Philadelphia Area SAS Users Group (PhilaSUG) Winter 2016 Meeting; March 16, 2016 Philadelphia University, Philadelphia, PA, USA 1 data Normalization for Dummies Using SAS Venu Perla, Clinical Programmer, Emmes Corporation, Rockville, MD 20850 SAS Certified Base Programmer for SAS 9 SAS Certified Advanced Programmer for SAS 9 SAS Certified Clinical Trials Programmer Using SAS 9 SAS Certified Statistical Business Analyst Using SAS 9: Regression and Modeling Abstract Life scientists often struggle to normalize non-parametric data or ignore Normalization prior to data analysis. Based on statistical principles, logarithmic, square-root and arcsine transformations are commonly adopted to normalize non-parametric data for parametric tests.

Venu Perla, Ph.D. Philadelphia Area SAS Users Group (PhilaSUG) Winter 2016 Meeting; March 16, 2016 Philadelphia University, Philadelphia, PA, USA

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