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Optimized Response-Adaptive Clinical Trials: Sequential Treatment Allocation Based on Markov Decision Problems Thomas Ondra Author
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Optimized Response-Adaptive Clinical Trials: Sequential Treatment Allocation Based on Markov Decision Problems Thomas Ondra Author - new book

ISBN: 9783658083434

Two-armed response-adaptive clinical trials are modelled as Markov decision problems to pursue two overriding objectives: Firstly, to identify the superior treatment at the end of the… More...

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Optimized Response-Adaptive Clinical Trials - new book

2014, ISBN: 3658083433

Two-armed response-adaptive clinical trials are modelled as Markov decision problems to pursue two overriding objectives: Firstly, to identify the superior treatment at the end of the tri… More...

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Optimized Response-Adaptive Clinical Trials
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ISBN: 9783658083434

Two-armed response-adaptive clinical trials are modelled as Markov decision problems to pursue two overriding objectives: Firstly, to identify the superior treatment at the end of the tri… More...

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Optimized Response-Adaptive Clinical Trials: Sequential Treatment Allocation Based on Markov Decision Problems (BestMasters) - Ondra, Thomas
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Optimized Response-Adaptive Clinical Trials: Sequential Treatment Allocation Based on Markov Decision Problems (BestMasters) - Paperback

2014, ISBN: 9783658083434

Springer Spektrum, Paperback, Auflage: 2015, 117 Seiten, Publiziert: 2014-12-18T00:00:01Z, Produktgruppe: Book, Hersteller-Nr.: 14 black & white illustrations, 2 black, 0.17 kg, Applied M… More...

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Optimized Response-Adaptive Clinical Trials: Sequential Treatment Allocation Based on Markov Decision Problems (BestMasters) - Ondra, Thomas
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Optimized Response-Adaptive Clinical Trials: Sequential Treatment Allocation Based on Markov Decision Problems (BestMasters) - Paperback

2014, ISBN: 9783658083434

Springer Spektrum, Paperback, Auflage: 2015, 117 Seiten, Publiziert: 2014-12-18T00:00:01Z, Produktgruppe: Book, Hersteller-Nr.: 14 black & white illustrations, 2 black, 0.17 kg, Applied M… More...

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Optimized Response-Adaptive Clinical Trials: Sequential Treatment Allocation Based on Markov Decision Problems Thomas Ondra Author
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9783658083434

Details of the book - Optimized Response-Adaptive Clinical Trials: Sequential Treatment Allocation Based on Markov Decision Problems Thomas Ondra Author


EAN (ISBN-13): 9783658083434
ISBN (ISBN-10): 3658083433
Hardcover
Paperback
Publishing year: 2015
Publisher: Springer Fachmedien Wiesbaden Core >1

Book in our database since 2014-12-26T16:14:45+00:00 (London)
Detail page last modified on 2023-12-05T01:30:15+00:00 (London)
ISBN/EAN: 9783658083434

ISBN - alternate spelling:
3-658-08343-3, 978-3-658-08343-4
Alternate spelling and related search-keywords:
Book author: ondra
Book title: trial, adaptiv, clinical trials, markov

Information from Publisher

Author: Thomas Ondra
Title: BestMasters; Optimized Response-Adaptive Clinical Trials - Sequential Treatment Allocation Based on Markov Decision Problems
Publisher: Springer Spektrum; Springer Fachmedien Wiesbaden GmbH
102 Pages
Publishing year: 2014-12-18
Wiesbaden; DE
Printed / Made in
Language: English
53,49 € (DE)
54,99 € (AT)
59,00 CHF (CH)
POD
XV, 102 p. 14 illus.

BC; Hardcover, Softcover / Mathematik/Wahrscheinlichkeitstheorie, Stochastik, Mathematische Statistik; Numerische Mathematik; Verstehen; Allocation Sequence; Backward Induction; Clinical Trial Designs; Policy Iteration; Value Iteration; Computational Mathematics and Numerical Analysis; Probability Theory; Analysis; Wahrscheinlichkeitsrechnung und Statistik; Stochastik; Mathematische Analysis, allgemein; EA

Two-armed response-adaptive clinical trials are modelled as Markov decision problems to pursue two overriding objectives: Firstly, to identify the superior treatment at the end of the trial and, secondly, to keep the number of patients receiving the inferior treatment small. Such clinical trial designs are very important, especially for rare diseases. Thomas Ondra presents the main solution techniques for Markov decision problems and provides a detailed description how to obtain optimal allocation sequences.ContentsIntroduction to Markov Decision Problems and ExamplesFinite and Infinite Horizon Markov Decision ProblemsSolution Algorithms: Backward Induction, Value Iteration and Policy IterationDesigning Response Adaptive Clinical Trials with Markov Decision ProblemsTarget GroupsResearchers and students in the fields of mathematics and statistics Professionals in the pharmaceutical industryPublication in the field of natural sciences Includes supplementary material: sn.pub/extras

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