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Quantitative Methods in Pharmaceutical Research and Development
Concepts and Applications
Taschenbuch von Natallia V. Katenka (u. a.)
Sprache: Englisch

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Beschreibung
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.
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.
Über den Autor
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.
Zusammenfassung

Offers readers an overview of concepts, methods, and applications used in several quantitative areas of drug research, development, and marketing

Unites various disciplines within the pharmaceutical industry, allowing readers to learn more about these quantitative fields, and to better recognize the differences between them

Promotes a more thorough and practical understanding of the fields open to students interested in quantitative methods

Inhaltsverzeichnis
Biostatistics in Clinical Trials.- Pharmacometrics, A Quantitative Decision-Making Tool in Drug Development.- Genomics and Bioinformatics in Biological Discovery and Pharmaceutical Development.- Biostatistical Methods in Pharmacoepidemiology.- Causal Inference in Pharmacoepidemiology.- Statistical Data Mining of Clinical Data.- Segmentation and Choice Models.- Modern Analytic Techniques for Predictive Modeling of Clinical Trial Operations.- Better Together: Examples of Biostatisticians Collaborating in Drug Development.
Details
Erscheinungsjahr: 2021
Fachbereich: Wahrscheinlichkeitstheorie
Genre: Mathematik, Medizin, Naturwissenschaften, Technik
Rubrik: Naturwissenschaften & Technik
Medium: Taschenbuch
Inhalt: ix
445 S.
57 s/w Illustr.
37 farbige Illustr.
445 p. 94 illus.
37 illus. in color.
ISBN-13: 9783030485573
ISBN-10: 3030485579
Sprache: Englisch
Einband: Kartoniert / Broschiert
Redaktion: Katenka, Natallia V.
Marchenko, Olga V.
Herausgeber: Olga V Marchenko/Natallia V Katenka
Auflage: 1st edition 2020
Hersteller: Springer Nature Switzerland
Springer International Publishing
Verantwortliche Person für die EU: Springer Verlag GmbH, Tiergartenstr. 17, D-69121 Heidelberg, juergen.hartmann@springer.com
Maße: 235 x 155 x 25 mm
Von/Mit: Natallia V. Katenka (u. a.)
Erscheinungsdatum: 25.09.2021
Gewicht: 0,686 kg
Artikel-ID: 120508118
Über den Autor
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.
Zusammenfassung

Offers readers an overview of concepts, methods, and applications used in several quantitative areas of drug research, development, and marketing

Unites various disciplines within the pharmaceutical industry, allowing readers to learn more about these quantitative fields, and to better recognize the differences between them

Promotes a more thorough and practical understanding of the fields open to students interested in quantitative methods

Inhaltsverzeichnis
Biostatistics in Clinical Trials.- Pharmacometrics, A Quantitative Decision-Making Tool in Drug Development.- Genomics and Bioinformatics in Biological Discovery and Pharmaceutical Development.- Biostatistical Methods in Pharmacoepidemiology.- Causal Inference in Pharmacoepidemiology.- Statistical Data Mining of Clinical Data.- Segmentation and Choice Models.- Modern Analytic Techniques for Predictive Modeling of Clinical Trial Operations.- Better Together: Examples of Biostatisticians Collaborating in Drug Development.
Details
Erscheinungsjahr: 2021
Fachbereich: Wahrscheinlichkeitstheorie
Genre: Mathematik, Medizin, Naturwissenschaften, Technik
Rubrik: Naturwissenschaften & Technik
Medium: Taschenbuch
Inhalt: ix
445 S.
57 s/w Illustr.
37 farbige Illustr.
445 p. 94 illus.
37 illus. in color.
ISBN-13: 9783030485573
ISBN-10: 3030485579
Sprache: Englisch
Einband: Kartoniert / Broschiert
Redaktion: Katenka, Natallia V.
Marchenko, Olga V.
Herausgeber: Olga V Marchenko/Natallia V Katenka
Auflage: 1st edition 2020
Hersteller: Springer Nature Switzerland
Springer International Publishing
Verantwortliche Person für die EU: Springer Verlag GmbH, Tiergartenstr. 17, D-69121 Heidelberg, juergen.hartmann@springer.com
Maße: 235 x 155 x 25 mm
Von/Mit: Natallia V. Katenka (u. a.)
Erscheinungsdatum: 25.09.2021
Gewicht: 0,686 kg
Artikel-ID: 120508118
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