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A nonparametric test for homogeneity: applications to parameter estimation
[chapter]

1994
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Lecture Notes-Monograph Series
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Testing for homogeneity has many applications in statistical analysis. For example, regression analysis may be viewed as determining the set of parameters that makes the residuals homogeneous. Assume for each i = 1, --.-, q a small sample n ( i ) observations is collected. Let N = x : = l n ( i ) , let F' be the empirical distribution function of the ith sampleand let the empirical distribution function of all the samples taken together be F . The problem is to test if these samples are

doi:10.1214/lnms/1215463121
fatcat:z2xnn7c3brde7e5dk563qtbxzq