Statistisches Methodenbuch 9783540260066

Statistisches Methodenbuch

Verfahren, Fallstudien, Programmcodes

ISBN-10: 3540260064
ISBN-13: 9783540260066
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Note: Not guaranteed to come with supplemental materials (access codes, CDs, DVDs)
Product Description:

Statistik dringt in immer weitere Bereiche der Naturwissenschaften, der Technik, Medizin und #65533;kologie vor. Den immer komplexer werdenden Daten muss der Statistiker mit einem ausreichenden Methodenarsenal und mit entsprechender statistischer Software gerecht werden.

Ausgehend von Grundbegriffen und elementaren Verfahren wendet sich das Buch zun#65533;chst den Standardverfahren der multiplen Regression und den Modellen der Varianzanalyse zu. Nichtlineare statistische Methoden, wie sie namentlich bei kategoriellen Daten ben#65533;tigt werden, und nichtparametrische Methoden zur Kurvenanpassung folgen. Besteht die Zielgr#65533;sse aus mehreren korrelierten Variablen gleichzeitig, so gelangt man zu den multivariaten Verfahren, die eine ausserordentliche Attraktivit#65533;t in den 'life sciences' erlangt haben: Manova, Diskriminanz-, Faktor- und Clusteranalyse. Das Buch schlie#65533;t mit den Analysemethoden f#65533;r Zeitreihen, die sowohl in der #65533;kologie als auch in der #65533;konomie wachsende Bedeutung gewinnen.

Jedes Verfahren wird durch Anwendungsbeispiele illustriert, die gr#65533;sseren real-wissenschaftlichen Fallstudien entnommen sind, sowie durch Programmcodes erg#65533;nzt, die in der Syntax der bekannten Statistikpakete Splus/R, SPSS oder SAS geschrieben sind.

Awendern in den oben genannten Gebieten, die mit komplexeren Auswertungsproblemen konfrontiert sind, und die bis zur Feinanalyse ihrer Daten vordringen wollen wie Studenten und Dozenten in den Methodenwissenschaften (Mathematik, Statistik, Informatik) erhalten einen Einblick in die Fragestellungen und in die L#65533;sungsangebote der Statistik und der sie unterst#65533;tzenden Programmpakete.

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