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Monte Carlo confidence intervals for the indirect effect with missing data Journal article
Pesigan, Ivan Jacob Agaloos, Cheung, Shu Fai. Monte Carlo confidence intervals for the indirect effect with missing data[J]. Behavior Research Methods, 2024, 56(3), 1678-1696.
Authors:  Pesigan, Ivan Jacob Agaloos;  Cheung, Shu Fai
Favorite | TC[WOS]:2 TC[Scopus]:3  IF:4.6/7.2 | Submit date：2024/02/23
Monte Carlo Method  Nonparametric Bootstrap  Indirect Effect  Mediation  Missing Completely At Random  Missing At Random  Full-information Maximum Likelihood  Multiple Imputation  
Deep Generative Imputation Model for Missing Not At Random Data Conference paper
Jialei Chen, Yuanbo Xu, Pengyang Wang, Yongjian Yang. Deep Generative Imputation Model for Missing Not At Random Data[C]:ASSOC COMPUTING MACHINERY1601 Broadway, 10th Floor, NEW YORK, NY, UNITED STATES, 2023, 316 - 325.
Authors:  Jialei Chen;  Yuanbo Xu;  Pengyang Wang;  Yongjian Yang
Favorite | TC[WOS]:1 TC[Scopus]:3 | Submit date：2023/12/13
Deep Generative Models  Imputation  Missing Data  Missing Not At Random  Variational Autoencoder  
Model free feature screening for ultrahigh dimensional models with responses missing at random Journal article
Lai, P., Liu, Y., Liu, Z., Wan, Y.. Model free feature screening for ultrahigh dimensional models with responses missing at random[J]. Computational Statistics and Data Analysis, 2017, 201-216.
Authors:  Lai, P.;  Liu, Y.;  Liu, Z.;  Wan, Y.
Favorite | TC[WOS]:29 TC[Scopus]:33  IF:1.5/1.7 | Submit date：2022/07/27
Ultrahigh Dimensional Data  Missing At Random  Feature Screening  Sure Screening Property  
Model free feature screening for ultrahigh dimensional data with responses missing at random Journal article
Lai, Peng, Liu, Yiming, Liu, Zhi, Wan, Yi. Model free feature screening for ultrahigh dimensional data with responses missing at random[J]. COMPUTATIONAL STATISTICS & DATA ANALYSIS, 2017, 105, 201-216.
Authors:  Lai, Peng;  Liu, Yiming;  Liu, Zhi;  Wan, Yi
Favorite | TC[WOS]:29 TC[Scopus]:33  IF:1.5/1.7 | Submit date：2018/10/30
Ultrahigh Dimensional Data  Missing At Random  Feature Screening  Sure Screening Property