Some Concerns About Imputation Methods for Missing Data

被引：0
|
作者：
Toyomoto, Rie [1 ,2 ]
Funada, Satoshi [1 ,2 ,3 ]
Furukawa, Toshi A. [1 ,2 ]
机构：
[1] Kyoto Univ, Dept Hlth Promot & Human Behav, Grad Sch Med, Kyoto, Japan
[2] Kyoto Univ, Sch Publ Hlth, Kyoto, Japan
[3] Kyoto Univ, Dept Urol, Grad Sch Med, Kyoto, Japan
来源：
JAMA PSYCHIATRY | 2022年 / 79卷 / 03期
关键词：
D O I：
10.1001/jamapsychiatry.2021.3894
中图分类号：
R749 [精神病学];
学科分类号：
100205 ;
摘要：
引用
收藏
页码：270 / 270
页数：1
相关论文
共 50 条
  • [31] Missing data incremental imputation through tree based methods
    Conversano, C
    Cappelli, C
    [J]. COMPSTAT 2002: PROCEEDINGS IN COMPUTATIONAL STATISTICS, 2002, : 455 - 460
  • [32] Imputation Methods for Handling Missing Dietary Supplement Dosage Data
    Leung, June
    Dwyer, Johanna
    Hibberd, Patricia
    Jacques, Paul
    Rand, William
    [J]. JOURNAL OF RENAL NUTRITION, 2010, 20 (05) : 342 - 347
  • [33] Optimization methods for the imputation of missing values in Educational Institutions Data
    Aureli, D.
    Bruni, R.
    Daraio, C.
    [J]. METHODSX, 2021, 8
  • [34] From Predictive Methods to Missing Data Imputation: An Optimization Approach
    Bertsimas, Dimitris
    Pawlowski, Colin
    Zhuo, Ying Daisy
    [J]. JOURNAL OF MACHINE LEARNING RESEARCH, 2018, 18
  • [35] An evaluation of methods for imputation of missing trace element data in groundwaters
    Dickson, Bruce L.
    Giblin, Angela M.
    [J]. GEOCHEMISTRY-EXPLORATION ENVIRONMENT ANALYSIS, 2007, 7 : 173 - 178
  • [36] Comparison of imputation methods for missing production data of dairy cattle
    You, J.
    Ellis, J. L.
    Adams, S.
    Sahar, M.
    Jacobs, M.
    Tulpan, D.
    [J]. ANIMAL, 2023, 17
  • [37] Comparison of missing value imputation methods for crop yield data
    Lokupitiya, Ravindra S.
    Lokupitiya, Erandathie
    Paustian, Keith
    [J]. ENVIRONMETRICS, 2006, 17 (04) : 339 - 349
  • [38] A comparison of multiple imputation methods for missing data in longitudinal studies
    Huque, Md Hamidul
    Carlin, John B.
    Simpson, Julie A.
    Lee, Katherine J.
    [J]. BMC MEDICAL RESEARCH METHODOLOGY, 2018, 18
  • [39] A comparison of multiple imputation methods for missing data in longitudinal studies
    Md Hamidul Huque
    John B. Carlin
    Julie A. Simpson
    Katherine J. Lee
    [J]. BMC Medical Research Methodology, 18
  • [40] Applications of Missing Data Imputation Methods in Wastewater Treatment Plants
    Chaoui, Abdellah
    Rebija, Kaoutar
    Chkaiti, Kaoutar
    Laaouan, Mohammed
    Bourziza, Rqia
    Sebari, Karima
    Elkhoumsi, Wafae
    [J]. INTERNATIONAL JOURNAL OF ADVANCED COMPUTER SCIENCE AND APPLICATIONS, 2023, 14 (10) : 461 - 469
12345