Quantitative Methods in Pharmaceutical Research and Development: Concepts and Applications

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Olga V. Marchenko Natallia V. Katenka

Quantitative Methods in Pharmaceutical Research and Development

Concepts and Applications

Olga V. Marchenko, Natallia V. Katenka

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English

Springer Nature Switzerland AG
25 September 2021

Probability & statistics; Maths for scientists; Molecular biology; Pharmaceutical technology; Pattern recognition

This contributed volume presents an overview of concepts, methods, and applications used in several quantitative areas of drug research, development, and marketing. Chapters bring together the theories and applications of various disciplines, allowing readers to learn more about quantitative fields, and to better recognize the differences between them. Because it provides a thorough overview, this will serve as a self-contained resource for readers interested in the pharmaceutical industry, and the quantitative methods that serve as its foundation. Specific disciplines covered include:

Biostatistics Pharmacometrics Genomics Bioinformatics Pharmacoepidemiology Commercial analytics Operational analytics

Quantitative Methods in Pharmaceutical Research and Development is ideal for undergraduate students interested in learning about real-world applications of quantitative methods, and the potential career options open to them. It will also be of interest to experts working in these areas.

Edited by: Olga V. Marchenko, Natallia V. Katenka
Imprint: Springer Nature Switzerland AG
Country of Publication: Switzerland
Edition: 1st ed. 2020
Dimensions: Height: 235mm, Width: 155mm,
Weight: 694g
ISBN: 9783030485573
ISBN 10: 3030485579
Pages: 445
Publication Date: 25 September 2021
Audience: Professional and scholarly , Undergraduate
Format: Paperback
Publisher's Status: Active

Olga V. Marchenko is a Head of Clinical Statistics in Pulmonology, Anti-Infectives, Ophthalmology, and Women’s Health at Bayer. Prior to joining Bayer, Dr. Marchenko was Vice President and Head of Advisory Analytics at QuintilesIMS. Dr. Marchenko received her Ph.D. in Statistics from the University of Michigan, Ann Arbor. She is an Associate Editor of the Journal of Biopharmaceutical Statistics and a Fellow of the American Statistical Association. Natallia V. Katenka is an Associate Professor in the Department of Computer Science and Statistics in the College of Arts and Sciences at the University of Rhode Island. A Ph.D. graduate from the University of Michigan, she is an expert in the statistical analysis of longitudinal, multivariate, and network data. Her research interests fall within the studies of HIV/AIDS networks, opioid use disorder, studies including educational networks, and networks in cybersecurity.