Missing Data in Questionnaire Based Studies-Methodological Challenges and Success of a Regression-Based Imputation Model

被引：0
|
作者：
Gilchrist, Anna [1 ]
Tong, Edward [1 ,2 ]
Layton, Debbie [1 ,2 ]
Fogg, Carole [1 ,2 ]
Shakir, Saad [1 ,2 ]
机构：
[1] Drug Safety Res Unit, Southampton, Hants, England
[2] Univ Portsmouth, Portsmouth, Hants, England
来源：
PHARMACOEPIDEMIOLOGY AND DRUG SAFETY | 2012年 / 21卷
关键词：
D O I：
暂无
中图分类号：
R1 [预防医学、卫生学];
学科分类号：
1004 ; 120402 ;
摘要：
872
引用
收藏
页码：404 / 404
页数：1
相关论文
共 50 条
  • [1] Regression-based imputation of explanatory discrete missing data
    Hernandez-Herrera, Gilma
    Navarro, Albert
    Morina, David
    [J]. COMMUNICATIONS IN STATISTICS-SIMULATION AND COMPUTATION, 2022,
  • [2] Framework for regression-based missing data imputation methods in on-line MSPC
    Arteaga, F
    Ferrer, A
    [J]. JOURNAL OF CHEMOMETRICS, 2005, 19 (08) : 439 - 447
  • [3] Shrinkage regression-based methods for microarray missing value imputation
    Wang, Hsiuying
    Chiu, Chia-Chun
    Wu, Yi-Ching
    Wu, Wei-Sheng
    [J]. BMC SYSTEMS BIOLOGY, 2013, 7
  • [4] Task reduction using regression-based missing data imputation in sparse mobile crowdsensing
    Ningrinla Marchang
    Goldie M. Meitei
    Tejendra Thakur
    [J]. The Journal of Supercomputing, 2022, 78 : 15995 - 16028
  • [5] Task reduction using regression-based missing data imputation in sparse mobile crowdsensing
    Marchang, Ningrinla
    Meitei, Goldie M.
    Thakur, Tejendra
    [J]. JOURNAL OF SUPERCOMPUTING, 2022, 78 (14): : 15995 - 16028
  • [6] Quantile Regression-Based Multiple Imputation of Missing Values - An Evaluation and Application to Corporal Punishment Data
    Kleinke, Kristian
    Fritsch, Markus
    Stemmler, Mark
    Reinecke, Jost
    Loesel, Friedrich
    [J]. METHODOLOGY-EUROPEAN JOURNAL OF RESEARCH METHODS FOR THE BEHAVIORAL AND SOCIAL SCIENCES, 2021, 17 (03) : 205 - 230
  • [7] An adaptive functional regression-based prognostic model for applications with missing data
    Fang, Xiaolei
    Zhou, Rensheng
    Gebraeel, Nagi
    [J]. RELIABILITY ENGINEERING & SYSTEM SAFETY, 2015, 133 : 266 - 274
  • [8] Regression-Based Approach to Test Missing Data Mechanisms
    Rouzinov, Serguei
    Berchtold, Andre
    [J]. DATA, 2022, 7 (02)
  • [9] Uncertainty Management in Model-Based Imputation for Missing Data
    Azarkhail, Mohammadreza
    Woytowitz, Peter
    [J]. 59TH ANNUAL RELIABILITY AND MAINTAINABILITY SYMPOSIUM (RAMS), 2013,
  • [10] Missing Data Imputation for Continuous Variables Based on Multivariate Adaptive Regression Splines
    Sanchez Lasheras, Fernando
    Garcia Nieto, Paulino Jose
    Garcia-Gonzalo, Esperanza
    Argueso Gomez, Francisco
    Rodriguez Iglesias, Francisco Javier
    Suarez Sanchez, Ana
    Santos Rodriguez, Jesus Daniel
    Luisa Sanchez, Maria
    Gonzalez-Nuevo, Joaquin
    Bonavera, Laura
    Toffolatti, Luigi
    Fernandez Menendez, Susana del Carmen
    de Cos Juez, Francisco Javier
    [J]. HYBRID ARTIFICIAL INTELLIGENT SYSTEMS, HAIS 2020, 2020, 12344 : 73 - 85
12345