VO+UE Planung und Auswertung multifaktorieller Experimente
300453SS19 - Gert Bachmann
ecology learningKursbeschreibung
Description
Sprache Englisch
Das Praktikum soll StudentInnen in die Lage versetzen, grosse und komplexe Datenmengen adäquat auszuwerten und zu präsentieren
Requests --> EMAIL Tools, Examples and Documentation --> DOWNLOAD
Script --> Kindle Ebook / Paperback
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Unit |
Content | |||
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1 |
Basic Knowledge: |
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| 2 | Organize data acquisition: Analysis of experimental approach, consolidation of data to tables Spreadsheet Calc/Excel: Basalia Prepare for Diagrams and Statistics |
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3 |
Data Assessment, Planing: |
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4 |
Univariate Data Analysis: Levels of Significance, significant versus/and substantial differences derived from research questions initially asked / the field of research critical t- values link1 & link2 |
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| 5 | Methods of data evaluaton: Putting together of data tables from students experiments suited for statistics programmes, detailed analysis / table of ANOVA results using Statgraphics XVII and MS-Excel /Calc using example datasets |
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6 |
Data Evaluation employing Statgraphics XVII: Exploratory PCA and its preparation, Linear Correlation and nonlinear relations, significant and substatial relations, trend curves/graphs in Excel, correlation matrices and graphs using Stagraphics and Excel, Ordination |
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7 |
Multivariate calculations and Tests Principal Components in Statgraphics, Biplots in Simca-P und Statgraphics, Metavariables, Clusters |
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8 |
Integration of results: Devising conceptual models in Excel, MS-Powerpoint /Impress, Discussion of statistical findings in clear language, coming up with concrete conclusions and defining gaps of knowlege / recommending future research aims |
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| weiterführende Literature |
Wikipedia: Kategory Statistics | |||
