On the matching noise of some nonparametric imputation procedures
The aim of the paper is to evaluate the matching noise produced by nonparametric imputation techniques referring to the kNN method, both with fixed and variable number of donors k. The matching noise is evaluated formally and via a simulation.
Year of publication: |
2008
|
---|---|
Authors: | Marella, Daniela ; Scanu, Mauro ; Luigi Conti, Pier |
Published in: |
Statistics & Probability Letters. - Elsevier, ISSN 0167-7152. - Vol. 78.2008, 12, p. 1593-1600
|
Publisher: |
Elsevier |
Saved in:
Saved in favorites
Similar items by person
-
Conti, Pier Luigi, (2008)
-
Statistical matching and uncertainty analysis in combining household income and expenditure data
Conti, Pier Luigi, (2015)
-
Statistical Matching and Uncertainty Analysis in Combining Household Income and Expenditure Data
Conti, Pier Luigi, (2015)
- More ...