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Bücher Englische Bücher Wissen & Bildung Naturwissenschaft, Medizin, Informatik, Technik Mathematik Wahrscheinlichkeitstheorie & Statistik Statistical Modeling for Biological Systems
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Statistical Modeling for Biological Systems
(Taschenbuch, Englisch)
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Beschreibung
This book commemorates the scientific contributions of distinguished statistician, Andrei Yakovlev. It reflects upon Dr. Yakovlev’s many research interests including stochastic modeling and the analysis of micro-array data, and throughout the book it emphasizes applications of the theory in biology, medicine and public health. The contributions to this volume are divided into two parts. Part A… consists of original research articles, which can be roughly grouped into four thematic areas: (i) branching processes, especially as models for cell kinetics, (ii) multiple testing issues as they arise in the analysis of biologic data, (iii) applications of mathematical models and of new inferential techniques in epidemiology, and (iv) contributions to statistical methodology, with an emphasis on the modeling and analysis of survival time data. Part B consists of methodological research reported as a short communication, ending with some personal reflections on researchfields associated with Andrei and on his approach to science. The Appendix contains an abbreviated vitae and a list of Andrei’s publications, complete as far as we know. The contributions in this book are written by Dr. Yakovlev’s collaborators and notable statisticians including former presidents of the Institute of Mathematical Statistics and of the Statistics Section of the AAAS. Dr. Yakovlev’s research appeared in four books and almost 200 scientific papers, in mathematics, statistics, biomathematics and biology journals. Ultimately this book offers a tribute to Dr. Yakovlev’s work and recognizes the legacy of his contributions in the biostatistics community. 90,94 €
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Technische Daten
Erscheinungsdatum
12.03.2021
Sprache
Englisch
EAN
9783030346775
Herausgeber
Springer International Publishing
Sonderedition
Nein
Seitenanzahl
354
Auflage
1st edition 2020
Einbandart
Taschenbuch
Buch Untertitel
In Memory of Andrei Yakovlev
Schlagwörter
Statistical Modeling, Biological Systems, Biostatistics, Computational Biology, Andrei Yakovlev, Branching Processes, Cancer, Cell Kinetics, Machine Learning, Multiple Comparisons, Survivial Analysis
Thema-Inhalt
PBT - Wahrscheinlichkeitsrechnung und Statistik
TCB - Biotechnologie
Höhe
235 mm
Breite
15.5 cm
Transparenz & Sicherheit
Hersteller: Springer, Europaplatz 3, Heidelberg, Deutschland, 69115, ProductSafety@springernature.com, Springer Nature Customer Service Center GmbH
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