Outlier
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High Quality Content by WIKIPEDIA articles! In statistics, an outlier is an observation that is numerically distant from the rest of the data. Grubbs defined an outlier as: An outlying observation, or outlier, is one that appears to deviate markedly from other members of the sample in which it occurs. Outliers can occur by chance in any distribution, but they are often indicative either of measurement error or that the population has a heavy-tailed distribution. In the former case one wishes to discard them or use statistics that are robust to outliers, while in the latter case they indicate that the distribution has high kurtosis and that one should be very cautious in using tool or intuitions that assume a normal distribution. A frequent cause of outliers is a mixture of two distributions, which may be two distinct sub-populations, or may indicate 'correct trial' versus 'measurement error'; this is modeled by a mixture model.
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GarantieWeitere Informationen
- Allgemeine Informationen
- GTIN 09786130339005
- Editor Lambert M. Surhone, Miriam T. Timpledon, Susan F. Marseken
- Sprache Englisch
- Genre Mathematik
- Größe H220mm x B150mm x T7mm
- Jahr 2010
- EAN 9786130339005
- Format Fachbuch
- ISBN 978-613-0-33900-5
- Titel Outlier
- Untertitel Yucatán, Statistics, Data Set, Observational Error, Heavy-Tailed Distribution, Robust Statistics, Kurtosis, Normal Distribution, Mixture Model, Systematic Error
- Gewicht 183g
- Herausgeber Betascript Publishers
- Anzahl Seiten 112
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