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SAS Institute Inc., JMP Division Innovation Theater: Obtain Robust Estimates from Critical Quality Attribute Models Through Limits of Detection (LOD) Censoring
Session Chair(s)
JMP Statistical Discovery
United States
Complex laboratory methods are commonly used to evaluate critical quality attributes of drugs in development and throughout the product lifecycle. Instruments have validated ranges for obtaining data and results are commonly obtained that are beyond the limits of detection. New techniques appropriately deal with limits of detection and control for extrapolation within statistical models. Use of such techniques yield significant improvements in the precision and accuracy of model estimates.
Speaker(s)
Rob Lievense
SAS Institute Inc., JMP Division, United States
JMP Senior Systems Engineer, SAS
Byron Wingerd
SAS Institute Inc., JMP Division, United States
JMP Senior Systems Engineer, SAS