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Series: Synthesis Lectures on Mathematics & Statistics, Book 38 of 72. Book 38 of 72 - Synthesis Lectures on Mathematics & Statistics
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Series: Synthesis Lectures on Mathematics & Statistics, Book 38 of 72. Book 38 of 72 - Synthesis Lectures on Mathematics & Statistics
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Series: Synthesis Lectures on Mathematics & Statistics, Book 38 of 72. Book 38 of 72 - Synthesis Lectures on Mathematics & Statistics
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Series: Synthesis Lectures on Mathematics & Statistics, Book 38 of 72. Book 38 of 72 - Synthesis Lectures on Mathematics & Statistics
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Taschenbuch. Condition: Neu. Druck auf Anfrage Neuware - Printed after ordering - Computational analysis of natural science experiments often confronts noisy data due to natural variability in environment or measurement. Drawing conclusions in the face of such noise entails a statistical analysis. Parametric statistical methods…assume that the data is a sample from a population that can be characterized by a specific distribution (e.g., a normal distribution). When the assumption is true, parametric approaches can lead to high confidence predictions. However, in many cases particular distribution assumptions do not hold. In that case, assuming a distribution may yield false conclusions. The companion book Statistics is Easy, gave a (nearly) equation-free introduction to nonparametric (i.e., no distribution assumption) statistical methods. The present book applies data preparation, machine learning, and nonparametric statistics to three quite different life science datasets. We provide the code as applied to each dataset in both R and Python 3. We also include exercises for self-study or classroom use.
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Series: Synthesis Lectures on Mathematics & Statistics, Book 38 of 72. Book 38 of 72 - Synthesis Lectures on Mathematics & Statistics
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Taschenbuch. Condition: Neu. Statistics is Easy | Case Studies on Real Scientific Datasets | Manpreet Singh Katari (u. a.) | Taschenbuch | xi | Englisch | 2021 | Springer | EAN 9783031013058 | Verantwortliche Person für die EU: Springer Verlag GmbH, Tiergartenstr. 17, 69121 Heidelberg, juergen[dot]hartmann[at]springer[dot]com |…Anbieter: preigu.
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Taschenbuch. Condition: Neu. This item is printed on demand - it takes 3-4 days longer - Neuware -Computational analysis of natural science experiments often confronts noisy data due to natural variability in environment or measurement. Drawing conclusions in the face of such noise entails a statistical analysis. Parametric stat…istical methods assume that the data is a sample from a population that can be characterized by a specific distribution (e.g., a normal distribution). When the assumption is true, parametric approaches can lead to high confidence predictions. However, in many cases particular distribution assumptions do not hold. In that case, assuming a distribution may yield false conclusions. The companion book Statistics is Easy, gave a (nearly) equation-free introduction to nonparametric (i.e., no distribution assumption) statistical methods. The present book applies data preparation, machine learning, and nonparametric statistics to three quite different life science datasets. We provide the code as applied to each dataset in both R and Python 3. We also include exercises for self-study or classroom use. 76 pp. Englisch.
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Published by Springer, Berlin|Springer International Publishing|Morgan & Claypool|Springer 2021
Series: Synthesis Lectures on Mathematics & Statistics, Book 38 of 72. Book 38 of 72 - Synthesis Lectures on Mathematics & Statistics
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Condition: New. Dieser Artikel ist ein Print on Demand Artikel und wird nach Ihrer Bestellung fuer Sie gedruckt. Computational analysis of natural science experiments often confronts noisy data due to natural variability in environment or measurement. Drawing conclusions in the face of such noise entails a statistical analysis.…Parametric statistical methods assume th.
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Published by Springer International Publishing, Springer Apr 2021 2021
Series: Synthesis Lectures on Mathematics & Statistics, Book 38 of 72. Book 38 of 72 - Synthesis Lectures on Mathematics & Statistics
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Taschenbuch. Condition: Neu. This item is printed on demand - Print on Demand Titel. Neuware -Computational analysis of natural science experiments often confronts noisy data due to natural variability in environment or measurement. Drawing conclusions in the face of such noise entails a statistical analysis. Parametric statisti…cal methods assume that the data is a sample from a population that can be characterized by a specific distribution (e.g., a normal distribution). When the assumption is true, parametric approaches can lead to high confidence predictions. However, in many cases particular distribution assumptions do not hold. In that case, assuming a distribution may yield false conclusions. The companion book Statistics is Easy, gave a (nearly) equation-free introduction to nonparametric (i.e., no distribution assumption) statistical methods. The present book applies data preparation, machine learning, and nonparametric statistics to three quite different life science datasets. We provide the code as applied to each dataset in both R and Python 3. We also include exercises for self-study or classroom use.Springer-Verlag GmbH, Tiergartenstr. 17, 69121 Heidelberg 76 pp. Englisch.
