Yongsong Qin

Semi-parametric optimization for missing data imputation

Yongsong Qin, Shichao Zhang, Xiaofeng Zhu et al. · Applied Intelligence · 2007 · 111 citations

Data Optimization, Data Imputation, Knowledge Discovery +5

POP algorithm: Kernel-based imputation to treat missing values in knowledge discovery from databases

Yongsong Qin, Shichao Zhang, Xiaofeng Zhu et al. · Expert Systems with Applications · 2008 · 64 citations

Knowledge Base, Knowledge Discovery In Databases, Kernel-based Imputation +13

Clustering-based Missing Value Imputation for Data Preprocessing

Chengqi Zhang, Yongsong Qin, Xiaofeng Zhu et al. · 2006 · 60 citations

Engineering, Machine Learning, Data Preparation +21

Empirical Likelihood‐Based Inferences for Generalized Partially Linear Models

Hua Liang, Yongsong Qin, Xinyu Zhang et al. · Scandinavian Journal of Statistics · 2009 · 56 citations · Full text

Empirical Likelihood, Bayesian Hierarchical Modeling, Aids Clinical Trial +9

Empirical likelihood confidence intervals for the Gini measure of income inequality

Yongsong Qin, J. N. K. Rao, Changbao Wu · Economic Modelling · 2010 · 41 citations

Economics, Estimation Statistic, Business +9