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Erweiterte Datenanalyse Mit SPSS: Statistik Und Data Mining
Paperback
DatabasesGeneral SociologyProbability & Statistics
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ISBN10: 3531138219
ISBN13: 9783531138213
Publisher: Vs Verlag Fur Sozialwissenschaften
Published: Dec 11 2002
Pages: 396
Weight: 1.40
Height: 0.82 Width: 6.69 Depth: 9.61
Language: German
ISBN13: 9783531138213
Publisher: Vs Verlag Fur Sozialwissenschaften
Published: Dec 11 2002
Pages: 396
Weight: 1.40
Height: 0.82 Width: 6.69 Depth: 9.61
Language: German
Das Softwarehaus SPSS bietet neben seinen Standardmodulen Base, Advanced Models und Regression Models, die das weltweit verbreitetste Programmsystem zur statistischen Datenanalyse darstellen, in weiteren Modulen und eigenständigen Programmen eine Reihe weiterer Verfahren für Statistik und Data Mining an. Während es für die Standardmodule neben den originalen, meist englischsprachigen Handbüchern von SPSS inzwischen zahlreiche deutschsprachige Literatur gibt, gibt es eine solche zu den weiteren Modulen bzw. Programmen bisher nicht.
Das Buch beschreibt das Data-Mining-Programm AnswerTree zur Entscheidungsbaumanalyse, das Modul Categories mit verschiedenen Varianten der Korrespondenzanalyse sowie den Verfahren der kategorialen Regression und der multidimensionalen Skalierung, das Modul Conjoint zur Durchführung der Conjoint-Analyse, das Programm Amos zur Pfadanalyse, das Modul Trends für Zeitreihenanalysen sowie das Modul Exact Tests für nichtparametrische Tests und Kreuztabellenstatistiken bei kleinen Fallzahlen. Die Beschreibung des Moduls Tables zur Erstellung präsentationsreifer Tabellen und weiterer Reportmöglichkeiten runden das Buch ab.
Die Einführung in die Verfahren erfolgt anhand passender Beispiele, wobei auf komplizierte mathematische Herleitungen verzichtet wird. Alle Datenbeispiele sind auf einer CD beigegeben, so dass sie selbst nachvollzogen bzw. modifiziert werden können.
Die Einführung in die Verfahren erfolgt anhand passender Beispiele, wobei auf komplizierte mathematische Herleitungen verzichtet wird. Alle Datenbeispiele sind auf einer CD beigegeben, so dass sie selbst nachvollzogen bzw. modifiziert werden können.
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