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单词 nearest-neighbour methods
释义
nearest-neighbour methods

Statistics
  • 1. In the context of point processes, methods underlying tests of randomness. If locations are positioned randomly in the plane, at a density λ per unit area, then the squared distance from a location to its nearest neighbour will have an exponential distribution with mean 1/(πλ), and the distance to its kth nearest neighbour will have a gamma distribution with mean k/(πλ).

    2. In the context of experimental design, methods used to improve estimates of plot yields by using neighbouring values as an indicator of the fertility of a plot of interest.

    3. In the context of cluster analysis and discriminant analysis, methods used to determine from which population, of a given set of populations, an observation has arisen.


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