Missing‐value imputation using the robust singular‐value decomposition: Proposals and numerical evaluation
Author:
Affiliation:
1. Dept. de Matemáticas Pontificia Universidad Javeriana Bogotá Colombia
2. Facultad de Ingeniería Universidad de La Sabana Chía Colombia
3. College of Engineering, Mathematics and Physical Sciences University of Exeter Exeter UK
Publisher
Wiley
Subject
Agronomy and Crop Science
Link
https://onlinelibrary.wiley.com/doi/pdf/10.1002/csc2.20508
Reference69 articles.
1. Effect of Missing Values on Variance Component Estimates in Multienvironment Trials
2. A comparison of different procedures for principal component analysis in the presence of outliers
3. Goodness‐of‐fit of the imputation data in biplot analysis;Ananda R.;Far East Journal of Mathematical Sciences,2018
4. Imputação múltipla livre de distribuição em tabelas incompletas de dupla entrada
5. Deterministic imputation in multi‐environment trials;Arciniegas‐Alarcón S.;ISRN Agronomy,2013
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