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Angewandte Datenanalyse: Der Bayes'sche Weg (Statistik und ihre Anwendungen) book cover by Daniel Bättig
Paperback

Angewandte Datenanalyse: Der Bayes'sche Weg (Statistik und ihre Anwendungen)

by Daniel Bättig

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Paperback · 393 pages Springer Berlin Heidelberg · 2017

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About the book

Angewandte Datenanalyse

Dieses Buch bietet einen systematisch aufgebauten Einstieg in angewandte Datenanalyse, Bayes´sche Statistik und moderne Simulationsmethoden mit dem Computer. Ausgehend von der Zielsetzung, nicht direkt messbare Größen zu bestimmen und Prognosen zu zukünftigen Werten von unsicheren Größen zu berechnen, beschreibt und erläutert es die Vorgehensweisen – von der systematischen Sammlung von Daten über die Quantifizierung von Unsicherheit anhand von Wahrscheinlichkeiten bis hin zur Anwendung von Regressionsmodellen.
Mit zahlreichen Reflexionsaufgaben und Beispielen aus der Praxis sowie seiner in vielen Kursen erprobten Didaktik ist das Buch ideal für Studierende in den angewandten Wissenschaften wie Ingenieur-, Natur- und Wirtschaftswissenschaften geeignet.
Für die Neuauflage wurden einige Kapitel überarbeitet. Zudem wurde ein Abschnitt zu hierarchischen Modellen eingefügt und das Buch mit einem Kapitel zur Plausibilität von Modellen und von Hypothesen ergänzt. 
Sowohl die verwendeten Datensätze und Programmcodes als auch die Lösungen zu den Reflexionsaufgaben sind als Zusatzmaterial online verfügbar.



Details

Publisher
Springer Berlin Heidelberg
Author
Daniel Bättig
Format
Paperback
Published
Jun 6, 2017
ISBN-13
9783662542194
Pages
393
Printing
Printed on demand
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