Parametrische Statistik (Paperback)
Language: German
Published by Springer Fachmedien Wiesbaden, Weisbaden, 2017
- Softcover
- New
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Paperback. Beispielreich baut dieses Buch Schritt fuer Schritt die statistischen Grundlagen moderner Datenanalysen auf. Im Gegensatz zu anderen einfuehrenden Werken legt dieses Buch grossen Wert auf einen umfassend gespannten Bogen, einen roten Faden, der alle Methoden zusammenfuehrt. Dabei werden klassische statistische Methoden (etwa t-Test oder multiple Regression) als Spezialfall des Generalisierten Linearen Modells entwickelt. Entsprechend legt das Buch zunaechst eine Grundlage in beschreibender Statistik, Verteilungen und maximum likelihood, aus der dann alle anderen Verfahren abgeleitet werden (ANOVA, multiple Regression). Jeder Schritt ist auf zwei Kapitel verteilt: Im ungradzahligen Kapitel wird anhand von vielen Beispielen und Abbildungen die Idee der statistischen Herangehensweise erlaeutert. Im sich daran anschliessenden gradzahligen Kapitel wird die Umsetzung in der freien Statistiksoftware R gezeigt. Ein Kapitel zur Wissenschafts- und Forschungstheorie und eines zum Design von Experimenten und Stichprobeverfahren komplettiert dieses einleitende Werk. Das Buch legt grossen Wert auf Verstaendlichkeit und Umsetzung. Mathematische Herleitungen treten demgegenueber stark in den Hintergrund. Jedes Kapitel enthaelt explizit ausgewiesene Lerninhalte, die durch UEbungen zu jedem R-Kapitel geprueft werden koennen. Ein ausfuehrliches Schlagwortverzeichnis inklusive der R-Funktionen macht das Buch auch als Nachschlagewerk nutzbar. Die zweite Auflage wurde ergaenzt um Schaetzung mittels der Momentenmethode, Residuendiagnostik fuer nicht-normalverteilte Daten und die erschoepfende Modellsuche. Ein Kapitel zur Wissenschafts- und Forschungstheorie und eines zum Design von Experimenten und Stichprobeverfahren komplettiert dieses einleitende Werk. Shipping may be from multiple locations in the US or from the UK, depending on stock availability.…
Seller Inventory # 9783662546833
- Title
- Parametrische Statistik (Paperback)
- Author
- Carsten F. Dormann
- Publisher
- Springer Fachmedien Wiesbaden, Weisbaden
- Publication year
- 2017
- Condition
- new
- Binding
- Paperback
- Language
- German
- ISBN 10
- 3662546833
- ISBN 13
- 9783662546833
- Edition
- 2nd Edition
"Synopsis" may belong to another edition of this title.
About the Author
Carsten Dormann ist Professor für Biometrie und Umweltsystemanalyse an der Albert-Ludwigs-Universität Freiburg. Seit seiner Promotion in Pflanzenökologie beschäftigt er sich mit statistischen Auswertungen bisweilen kompliziert strukturierter Daten. Seit über 10 Jahren lehrt er einführende Statistik für StudentInnen der Forst- und Umweltwissenschaften, mit besonderem Fokus auf die Befähigung zur selbstständigen Analyse.
"About the title" may belong to another edition of this title.
Grand Eagle Retail
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