JSM Preliminary Online Program
This is the preliminary program for the 2007 Joint Statistical Meetings in Salt Lake City, Utah.

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Activity Number: 134
Type: Topic Contributed
Date/Time: Monday, July 30, 2007 : 10:30 AM to 12:20 PM
Sponsor: Biopharmaceutical Section
Abstract - #310256
Title: Overcoming Practical, Statistical, and Robotic Challenges in Bioassay
Author(s): David Lansky*+
Companies: Precision Bioassay
Address: 257 S Union St, Burlington, VT, 05401,
Keywords:
Abstract:

Good animal husbandry, statistical design, and analysis are all needed for a successful bioassay. Identifying experimental units is challenging for properly randomized assays; for the all-too-common non-randomized assay the challenges grow. Practical constraints in the laboratory often create multiple levels of blocking, serial dilution error, and design structures more complex than split-units. Relative potency is a non-linear function of the observed nonlinear response and there is often non-additivity in the variation of the response. With non-constant variance, outliers, and insufficient access to statisticians familiar with bioassay there are many opportunities for ad-hoc "solutions." By combining good designs, statistical software to drive laboratory robots, and mixed model analyses we aim to provide a comprehensive solution that facilitates doing bioassay well.


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Revised September, 2007