yaImpute: An R Package for kNN Imputation

yaImpute: An R Package for kNN Imputation

This article introduces yaImpute, an R package for nearest neighbor search and imputation. Although nearest neighbor imputation is used in a host of disciplines, the methods implemented in the yaImpute package are tailored to imputation-based forest attribute estimation and mapping. The impetus to w...

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Bibliographic Details
Main Authors: Andrew O. Finley, Nicholas L. Crookston
Format: Article
Language:English
Published: Foundation for Open Access Statistics 2007-10-01
Series:Journal of Statistical Software
Subjects:
multivariate
imputation
Mahalanobis
random forests
correspondence analysis
canonical correlation
independent component analysis
most similar neighbor
gradient nearest neighbor
mapping predictions
Online Access:http://www.jstatsoft.org/v23/i10/paper

Internet

http://www.jstatsoft.org/v23/i10/paper

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