Description Usage Arguments See Also
This function calculates D11 and D22 for the CrossNN test when k-NN (k>1) is used.
1 | getDk(distM,treated.index,k)
|
distM |
The distance matrix for the pooled observations (pooled over the treated subjects and the matched controls). If there are n treated subjects and n matched controls, then this distance matrix is a 2n by 2n matrix with the [i,j] element the distance between observation i and observation j. What distance to use is decided by users. Some simple choices are the Euclidean distance, L1 distance, and mahalanobis distance. |
treated.index |
The subject indices of the treated subjects. The subjects are ordered in the same way as for calculating the distance matrix, distM. |
k |
An integer larger than 1. |
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