000 00942cam a2200169 4500500
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041 _afre
042 _adc
100 1 0 _aGuégan, Dominique
_eauthor
700 1 0 _a Huck, Nicolas
_eauthor
245 0 0 _aOn the Use of Nearest Neighbors in Finance
260 _c2005.
500 _a4
520 _aNearest Neighbors are a non linear non parametric forecasting method often used in finance. This work focuses on the way Nearest Neighbors are applied in the existing literature. We observe that the selection methods of the embedding dimension and of the number of neighbors via phase space reconstruction and in sample predictions leads to distort the idea underlying the Nearest Neighbors approach. Propositions for a better usage of Nearest Neighbors are given.
786 0 _nFinance | 26 | 2 | 2005-12-01 | p. 67-86 | 0752-6180
856 4 1 _uhttps://shs.cairn.info/journal-finance-2005-2-page-67?lang=en
999 _c167043
_d167043