JSM Activity #396


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Activity ID:  396
Title
* ! Use of Simulation in Clinical Trials and Statistical Inference
Date / Time / Room Sponsor Type
08/15/2002
10:30 AM - 12:20 PM
Room: H-Murray Hill Suite B
Biometrics Section*, Biopharmaceutical Section*, ENAR, Section on Statistical Computing* Topic Contributed
Organizer: Mani Y. Lakshminarayanan, Centocor, Inc
Chair: Mani Y. Lakshminarayanan, Centocor, Inc
Discussant: 11:35 AM - Nalini Ravishanker, University of Connecticut    
Floor Discussion 11:55 AM
Description

Simulation is an integral part of statistical research, especially, as a tool to initially verify research hypotheses of problems that are mathematically intractable. It is an important tool, not just to generate data from an underlying distribution as in the case of classical statistics, but also to actually enumerate posterior distributions as in the case of Bayesian statistics. In this session, usefulness of simulations will be explored in statistical inference, and in biopharmaceutical drug portfolio management. As a part of statistical inference, complex trial designs will be considered with multiple treatment regimens in clinical trials setting. Illustrative examples will also be provided.
  300597  By:  David S. Salsburg 10:35 AM 08/15/2002
40,000 (Virtual) Years of Drug Research

  300881  By:  Ratna  Ramaswamy 10:55 AM 08/15/2002
Mixed-effects Modeling and Simulation of Longitudinal Clinical Trials with Informative Dropouts

  301740  By:  Keaven M. Anderson 11:15 AM 08/15/2002
Simulation for Power and Type I Error Computation in Complex Trials: Some Examples

JSM 2002

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Revised March 2002