Stochastic analysis of biochemical systems

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Hauptverfasser: Anderson, David F. (VerfasserIn), Kurtz, Thomas G. 1941- (VerfasserIn)
Format: Elektronisch E-Book
Sprache:English
Veröffentlicht: Cham [u.a.] Springer 2015
Schriftenreihe:Mathematical Biosciences Institute lecture series 1,2 : Stochastics in biological systems
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Datensatz im Suchindex

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adam_text STOCHASTIC ANALYSIS OF BIOCHEMICAL SYSTEMS / ANDERSON, DAVID F. : 2015 ABSTRACT / INHALTSTEXT THIS BOOK FOCUSES ON COUNTING PROCESSES AND CONTINUOUS-TIME MARKOV CHAINS MOTIVATED BY EXAMPLES AND APPLICATIONS DRAWN FROM CHEMICAL NETWORKS IN SYSTEMS BIOLOGY. THE BOOK SHOULD SERVE WELL AS A SUPPLEMENT FOR COURSES IN PROBABILITY AND STOCHASTIC PROCESSES. WHILE THE MATERIAL IS PRESENTED IN A MANNER MOST SUITABLE FOR STUDENTS WHO HAVE STUDIED STOCHASTIC PROCESSES UP TO AND INCLUDING MARTINGALES IN CONTINUOUS TIME, MUCH OF THE NECESSARY BACKGROUND MATERIAL IS SUMMARIZED IN THE APPENDIX. STUDENTSAND RESEARCHERSWITH A SOLID UNDERSTANDING OF CALCULUS, DIFFERENTIAL EQUATIONS, AND ELEMENTARY PROBABILITY AND WHOAREWELL-MOTIVATED BY THE APPLICATIONS WILL FIND THIS BOOK OF INTEREST. DAVID F. ANDERSON IS ASSOCIATE PROFESSOR IN THE DEPARTMENT OF MATHEMATICS AT THE UNIVERSITY OF WISCONSIN AND THOMAS G. KURTZ IS EMERITUS PROFESSOR IN THE DEPARTMENTS OF MATHEMATICS AND STATISTICS AT THAT UNIVERSITY. THEIR RESEARCH IS FOCUSED ON PROBABILITY AND STOCHASTIC PROCESSES WITH APPLICATIONS IN BIOLOGY AND OTHER AREAS OF SCIENCE AND TECHNOLOGY. THESE NOTES ARE BASED IN PART ON LECTURES GIVEN BY PROFESSOR ANDERSON AT THE UNIVERSITY OF WISCONSIN – MADISON AND BY PROFESSOR KURTZ AT GOETHE UNIVERSITY FRANKFURT. DIESES SCHRIFTSTUECK WURDE MASCHINELL ERZEUGT.
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series2 Mathematical Biosciences Institute lecture series
spellingShingle Anderson, David F.
Kurtz, Thomas G. 1941-
Stochastic analysis of biochemical systems
Mathematical Biosciences Institute lecture series
Mathematics
Distribution (Probability theory)
Mathematical and Computational Biology
Probability Theory and Stochastic Processes
Mathematical Modeling and Industrial Mathematics
Mathematik
title Stochastic analysis of biochemical systems
title_auth Stochastic analysis of biochemical systems
title_exact_search Stochastic analysis of biochemical systems
title_full Stochastic analysis of biochemical systems David F. Anderson ; Thomas G. Kurtz
title_fullStr Stochastic analysis of biochemical systems David F. Anderson ; Thomas G. Kurtz
title_full_unstemmed Stochastic analysis of biochemical systems David F. Anderson ; Thomas G. Kurtz
title_short Stochastic analysis of biochemical systems
title_sort stochastic analysis of biochemical systems
topic Mathematics
Distribution (Probability theory)
Mathematical and Computational Biology
Probability Theory and Stochastic Processes
Mathematical Modeling and Industrial Mathematics
Mathematik
topic_facet Mathematics
Distribution (Probability theory)
Mathematical and Computational Biology
Probability Theory and Stochastic Processes
Mathematical Modeling and Industrial Mathematics
Mathematik
url https://doi.org/10.1007/978-3-319-16895-1
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