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Advanced Statistics - uibk.ac.at

Advanced StatisticsAdvanced StatisticsJanette of StatisticsUniversity of InnsbruckAdvanced StatisticsContentsIntroductionBasics/Des criptive StatisticsScales of measurementGraphical exploration of dataDescriptive characteristics for a variableEstimationCharacteristics of an estimatorConfidence intervalStatistical hypothesis testingStatistical testing principleTesting errorsPower analysisWhy multivariate analysis? Advanced StatisticsIntroduction We are pattern-seeking story-telling animals. (Edward Leamer) Statistics does not hand truth to the user on asilver platter. However, Statistics confinesarbitrariness and provides comprehensibleconclusions. Es gibt keine Tatsachen, es gibt nurInterpretationen. (Friedrich Nietzsche) Advanced StatisticsIntroductionPreliminary will learn to apply statistical tools correctly,interpret the findings appropriately and get anidea about the possibilities of analyzingresearch questions employing is not possible and not worthwhile to learnall statistical methods in such a , this course is successful if it enablesyou to improve your knowledge in statisticalmethods on your own.

Advanced Statistics Basics/Descriptive Statistics Graphical exploration of data Q-Q Plot I Many statistical methods make some assumptions about the distribution of the data (e.g. normality).

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Potential isotopic and chemical markers for characterizing organic fruits: (Food Chemistry, Vol. 125 (3), 2011, pp 1072-1082). Combining isotopic and chemical−physical markers (pH, fruit weight, etc.) a good discrimination between organic and conventional fruits of different species (oranges, clementines, strawberries, peaches

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S.E. of regression 0,078080 Sum squared resid 5,901458 Durbin-Watson stat 1,445803 Unweighted Statistics including Random Effects R-squared 0,986028 Mean dep. var. 11,71364 Adjusted R-squared 0,985985 S.D. dep. var. 0,607083 S.E. of regression 0,071870 Sum squared resid 5,000071 Durbin-Watson stat 1,706445 1.

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3 Baustoffe 3.1 Beton 3.1.1 Mechanische Kenngrößen Gewählt wird die Betonfestigkeitsklasse C25/30. Für diese Festigkeitsklasse ergeben sich folgende Spannungs- und Formänderungseigenschaften (vgl. EN 1992-1-1, Tabelle 3.1 sowie die Gleichungen (3.15) und (3.16)): charakteristische Zylinderdruckfestigkeit: f ck =25 N/mm²

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