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The Collaborative International Dictionary
Outlier

Outlier \Out"li`er\, n.

  1. One who does not live where his office, or business, or estate, is.
    --Bentley.

  2. That which lies, or is, away from the main body.

  3. (Geol.) A part of a rock or stratum lying without, or beyond, the main body, from which it has been separated by denudation.

  4. (Statistics) A datum that lies significantly beyond the main cluster of data points on a graph or diagram; -- suggestive of an error in measurement.

Douglas Harper's Etymology Dictionary
outlier

c.1600, "stone quarried and removed but left unused," from out + lie (v.2). Transferred meaning "outsider" is recorded from 1680s; "anything detached from its main body" is from 1849; geological sense is from 1833.

Wiktionary
outlier

n. 1 A person or thing away from others or outside its proper place. 2 (context geology English) A part of a formation separated from the rest of the formation by erosion. 3 (context statistics English) A value in a statistical sample which does not fit a pattern that describes most other data points; specifically, a value that lies 1.5 IQR beyond the upper or lower quartile.

WordNet
outlier
  1. n. a person who lives away from his place of work

  2. an extreme deviation from the mean

Wikipedia
Outlier

In statistics, an outlier is an observation point that is distant from other observations. An outlier may be due to variability in the measurement or it may indicate experimental error; the latter are sometimes excluded from the data set.

Outliers can occur by chance in any distribution, but they often indicate either 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 skewness and that one should be very cautious in using tools 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.

In most larger samplings of data, some data points will be further away from the sample mean than what is deemed reasonable. This can be due to incidental systematic error or flaws in the theory that generated an assumed family of probability distributions, or it may be that some observations are far from the center of the data. Outlier points can therefore indicate faulty data, erroneous procedures, or areas where a certain theory might not be valid. However, in large samples, a small number of outliers is to be expected (and not due to any anomalous condition).

Outliers, being the most extreme observations, may include the sample maximum or sample minimum, or both, depending on whether they are extremely high or low. However, the sample maximum and minimum are not always outliers because they may not be unusually far from other observations.

Naive interpretation of statistics derived from data sets that include outliers may be misleading. For example, if one is calculating the average temperature of 10 objects in a room, and nine of them are between 20 and 25 degrees Celsius, but an oven is at 175 °C, the median of the data will be between 20 and 25 °C but the mean temperature will be between 35.5 and 40 °C. In this case, the median better reflects the temperature of a randomly sampled object than the mean; naively interpreting the mean as "a typical sample", equivalent to the median, is incorrect. As illustrated in this case, outliers may indicate data points that belong to a different population than the rest of the sample set.

Estimators capable of coping with outliers are said to be robust: the median is a robust statistic of central tendency, while the mean is not.

Outlier (disambiguation)

Outlier is a statistical term.

Outlier or Outliers can also refer to:

  • Outliers (book), by Malcolm Gladwell
  • Outlier (ballet), by Wayne McGregor
  • Outlier (album), by Twelve Foot Ninja
  • Exclave, a geopolitical term
  • Polynesian outlier, culturally Polynesian islands which lie in Melanesia and Micronesia
  • Inliers and outliers (geology), a geological term
  • Anomaly detection in data mining
Outlier (Twelve Foot Ninja album)

Outlier is the second studio album by the Australian rock band Twelve Foot Ninja. It will be released on August 26, 2016.

Outlier (ballet)

Outlier is a ballet made by Wayne McGregor for New York City Ballet to Thomas Adès' concerto Concentric Paths, Op. 24 (2005). The premiere was Saturday, 14 May 2010 at the David H. Koch Theater, Lincoln Center, New York.

Concentric Paths, subtitle of the concerto for violin and chamber orchestra, refers to outliers who remain peripheral to actors having a common center. There is harmonious dance within the circle until an outlier intrudes, creating conflict among the men with regard to the women. The lighting is coded for mood: red for strong emotions, yellow for tranquil, grey for somber. The grouping of dancers in three movements reflects the triadic nature of the score.

Usage examples of "outlier".

One was the barracks for outliers and transient members of the Finest, and one was a long stable.

All of the Finest were bundled up in their riding jackets, and the outliers wrapped themselves in blankets as well.

Yelena had drawn up the Finest and the outliers behind me in a rough line.

I was assured they were the hottest sellers and especially popular with tourists who would be heading back into the outlier worlds.

The outlier wolf walked with an arrogant swagger as if he were a One of Ones, not a packless, isolated male.

Further to the west were scattered small communities of Polynesians, called the Polynesian outliers, including Ontong Java, Tikopia, Rennell and Bellona, Nukumanu, Kapingamarangi.

A scattering of pine trees marched along the stony footslopes of this Rocky Mountain outlier, joined here and there by clumps of aspen.

I think there is some evidence, or at least a theory, that these outliers traded back and forth with the great-house people, maybe came into Chaco for their religious ceremonials.

About midnight we were right into the region of snow and ice, not the actual polar region of the planet, as I afterwards guessed, but one of those long outliers which follow the course of the broad waterways almost into fertile regions, and the cold, though intense, was somewhat modified by the complete stillness of the air.

AAMODT works for the Social Security Administration, and recently moved back to Minnesota from Maryland, He lives with his wife, two daughters, a cat, and a dog in the far northern outliers of Minneapolis.

Weldein took a heaping measure, as did the young outlier beside him, before the dish reached me.

Up the Goulet lay the reefs of the Little Girls, with their outlier, Pollux Reef, and beyond the Little Girls, in the outer roadstead, lay the French navy at anchor, forced to tolerate this constant invigilation because of the superior might of the Channel Fleet waiting outside, just over the horizon.

From the buildings a new road drove south and east, into the Inyo range, more barren and bitter than the Sierras, the outliers of deserts as stark as any on Earth.

There were various possibilitiesit was one of the largest in the observable Universe, and it resided in an area with an anomalously low density of dark matterbut whatever the explanation, it was an outlier at the far end of the distribution of possible evolutionary paths, and therefore so too was life.

In backwaters and outliers like the Relay Stations, where they are so much in awe of the Fair Folk that they will not name them, or even speak of them aloud in company, many folk still think themselves noble if they show no passion.