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单词 Chi-Squared Test
释义

Chi-Squared Test

Let the probabilities of various classes in a distribution be , ,..., . The expected frequency


is a measure of the deviation of a sample from expectation. Karl Pearson provedthat the limitingdistribution of is (Kenney and Keeping 1951, pp. 114-116).
 
  
  
  

where is Pearson's Function. There are some subtleties involved in using the test to fit curves(Kenney and Keeping 1951, pp. 118-119).


When fitting a one-parameter solution using , the best-fit parameter value can be found by calculating atthree points, plotting against the parameter values of these points, then finding the minimum of a Parabola fit throughthe points (Cuzzi 1972, pp. 162-168).


References

Cuzzi, J. The Subsurface Nature of Mercury and Mars from Thermal Microwave Emission. Ph.D. Thesis. Pasadena, CA: California Institute of Technology, 1972.

Kenney, J. F. and Keeping, E. S. Mathematics of Statistics, Pt. 2, 2nd ed. Princeton, NJ: Van Nostrand, 1951.


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