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Published on: December 1, 2020
Biopharmaceutical statistics in a pharmaceutical regulated environment: past, present, and future
A C Segreti1, H M Leung, G G Koch
1GlaxoSmithKline, Research Triangle Park, North Carolina 27709-3398, USA.
Pharmaceutical statistics have evolved significantly due to methodological, computational, and regulatory advances. This review assesses the biopharmaceutical statistician
Area of Science:
- Pharmaceutical Statistics
- Biostatistics
- Clinical Trial Design
Background:
- The practice of statistics in the pharmaceutical industry has undergone substantial changes over the past 25 years.
- This evolution is closely linked to advancements in statistical methodologies and computational capabilities.
- The changing regulatory landscape has also played a crucial role in shaping statistical practices.
Observation:
- The paper examines the historical development of clinical trial statistics.
- It analyzes the impact of new statistical methods and increased computing power.
- The influence of evolving regulatory requirements on statistical approaches is also considered.
Findings:
- Biopharmaceutical statisticians' roles have adapted to these changes.
- Key drivers influencing the future direction of pharmaceutical statistics are identified.
- The integration of advanced statistical techniques in drug development is highlighted.
Implications:
- Understanding these trends is vital for optimizing clinical trial efficiency and success.
- Future statistical practices will likely involve more complex modeling and data integration.
- The evolving role necessitates continuous learning and adaptation for biopharmaceutical statisticians.
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