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Nichtlineare Regressionsmodelle in Excel by Spenhoff, Eckehardt

Nichtlineare Regressionsmodelle in Excel

by Eckehardt Spenhoff
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Book cover type: Paperback
  • ISBN13: 9783346276575
  • Binding: Paperback
  • Subject: N/A
  • Publisher: Grin Verlag
  • Publisher Imprint: Grin Verlag
  • Publication Date:
  • Pages: 156
  • Original Price: USD 67.9
  • Language: German
  • Edition: 1. Auflage
  • Item Weight: 214 grams
  • BISAC Subject(s): Probability & Statistics / General

Fachbuch aus dem Jahr 2020 im Fachbereich Mathematik - Statistik, Sprache: Deutsch, Abstract: Diese Arbeit beschäftigt sich mit nichtlinearen Regressionsmodellen. Nichtlineare Regressionsmodelle sind wichtige Werkzeuge, da viele chemische, biologische und physikalische Prozesse besser durch nichtlineare als lineare Modelle dargestellt werden. Das Anpassen nichtlinearer Modelle ist kein einstufiges Verfahren, sondern ein aufwendiger Prozess, der bei jedem einzelnen Schritt einer sorgfältigen Prüfung bedarf. Abhängig vom Ziel und der Anwendung werden beim Anpassen nichtlinearer Modelle unterschiedliche Prioritäten festgelegt. Dazu gehören akzeptable Parameterschätzungen und eine gute Modellanpassung unter Einhaltung der Voraussetzungen statistischer Modelle. Es werden 61 Modelle vorgegeben, au erdem können auf drei Arten Konfidenzintervalle berechnet werden. Die Parameter werden mittels OLS-Regressionen, gewichteten Regressionen (z.B. Tukeys Biweight) und Bootstrap Regressionen geschätzt. Abgerundet werden die Analysen durch umfangreiche Tests der Residuen (Normalverteilungstest, Breusch-Pagan Test bezüglich Heteroskedastizität u.v.m.).

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