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Statistische Datenanalyse: Grundlagen Und Methoden Für Physiker
Paperback
PhysicsProbability & Statistics
ISBN13: 9783662606445
Publisher: Springer Spektrum
Published: Dec 6 2019
Pages: 306
Weight: 1.00
Height: 0.67 Width: 6.14 Depth: 9.21
Language: German
Das vorliegende Buch beschäftigt sich mit statistischer Datenanalyse für Studierende der Physik: Fehlerrechnung, Gau -Verteilung, Zählstatistik mit Binomial- und Poisson-Verteilung. Es wird einerseits Grundwissen behandelt, welches zum Verständnis statistischer Aussagen notwendig ist, andererseits aber für die praktische Arbeit bei der Datenanalyse Rezepte und Methoden bereitgestellt. Leser finden schnell zu erfassende Antworten auf Probleme der statistischen Datenanalyse des Experimentalphysikers und eine knappe, mathematische Formulierung. Die Methoden werden durch zahlreiche Beispiele aus der Praxis illustriert.
Neben zahlreichen Übungsaufgaben gibt es auch Programmieraufgaben, die mit einem leistungsfähigen Programm zur statistischen Datenanalyse gelöst werden können und sich an der täglichen Arbeit von Physikerinnen und Physiker orientieren.
Dieses Buch entstand aus einer Statistikvorlesung für Studierende der Physik, die der Autor viele Jahre an verschiedenenUniversitäten gehalten hat. Es richtet sich an Studierende der Physik - egal ob im Grundstudium, bei dem sie ab dem ersten Physikpraktikum mit statistischer Datenanalyse konfrontiert werden, oder im fortgeschrittenem Studium im Rahmen von Studien-, Abschluss- oder Forschungsarbeiten, bei denen statistische Verfahren benutzt werden. In der Neuauflage wurde das Buch um Kapitel u.a. zu Gauss-Markow-Theorem, Minimum-Chiquadrat-Fit und gewichteten Daten ergänzt.
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