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Outlier
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Outlier - Taschenbuch

ISBN: 6130339003

Gebundene Ausgabe, ID: 6110376

Yucatán, Statistics, Data Set, Observational Error, Heavy-Tailed Distribution, Robust Statistics, Kurtosis, Normal Distribution, Mixture Model, Systematic Error - Buch, gebundene Ausgabe, 112 S., Beilagen: Paperback, Erschienen: 2010 Betascript Publishers 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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Outlier
Vergriffenes Buch, derzeit bei uns nicht verfügbar.
(*)
Outlier - Taschenbuch

2010, ISBN: 6130339003

Gebundene Ausgabe, ID: 6110376

Yucatán, Statistics, Data Set, Observational Error, Heavy-Tailed Distribution, Robust Statistics, Kurtosis, Normal Distribution, Mixture Model, Systematic Error - Buch, gebundene Ausgabe, 112 S., Beilagen: Paperback, Erschienen: 2010 Betascript Publishers

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Outlier
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Titel:

Outlier

ISBN-Nummer:

6130339003

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.

Detailangaben zum Buch - Outlier


ISBN (ISBN-10): 6130339003
Gebundene Ausgabe
Taschenbuch
Erscheinungsjahr: 2010

Buch in der Datenbank seit 03.01.2009 17:03:34
Buch zuletzt gefunden am 20.10.2015 07:30:55
ISBN/EAN: 6130339003

ISBN - alternative Schreibweisen:
613-0-33900-3

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