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Literature DB >> 10347857

Multiple imputation: a primer.

Abstract

In recent years, multiple imputation has emerged as a convenient and flexible paradigm for analysing data with missing values. Essential features of multiple imputation are reviewed, with answers to frequently asked questions about using the method in practice.

Mesh：

Year: 1999 PMID： 10347857 DOI： 10.1177/096228029900800102

Source DB: PubMed Journal: Stat Methods Med Res ISSN： 0962-2802 Impact factor: 3.021

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Cited

834 in total

1. Effect of Tai Chi on Cardiac and Static Pulmonary Function in Older Community-Dwelling Adults at Risk of Ischemic Stroke: A Randomized Controlled Trial.

Authors: Guo-Hua Zheng; Xin Zheng; Jun-Zhe Li; Ting-Jin Duan; Jing Tao; Li-Dian Chen
Journal: Chin J Integr Med Date: 2018-12-05 Impact factor: 1.978

2. Olfactory function in Wave 2 of the National Social Life, Health, and Aging Project.

Authors: David W Kern; Kristen E Wroblewski; L Philip Schumm; Jayant M Pinto; Rachel C Chen; Martha K McClintock
Journal: J Gerontol B Psychol Sci Soc Sci Date: 2014-11 Impact factor: 4.077

3. Intermuscular adipose tissue and metabolic associations in HIV infection.

Authors: Rebecca Scherzer; Wei Shen; Steven B Heymsfield; Cora E Lewis; Donald P Kotler; Mark Punyanitya; Peter Bacchetti; Michael G Shlipak; Carl Grunfeld
Journal: Obesity (Silver Spring) Date: 2010-06-10 Impact factor: 5.002

4. Mothers' emotional reactions to crying pose risk for subsequent attachment insecurity.

Authors: Esther M Leerkes; Stephanie H Parade; Jessica A Gudmundson
Journal: J Fam Psychol Date: 2011-10

Review 5. The use of latent trajectory models in psychopathology research.

Authors: Patrick J Curran; Andrea M Hussong
Journal: J Abnorm Psychol Date: 2003-11

6. Impact of omission or replacement of data below the limit of quantification on parameter estimates in a two-compartment model.

Authors: Vincent Duval; Mats O Karlsson
Journal: Pharm Res Date: 2002-12 Impact factor: 4.200

Multiple imputation: a primer.

1. Effect of Tai Chi on Cardiac and Static Pulmonary Function in Older Community-Dwelling Adults at Risk of Ischemic Stroke: A Randomized Controlled Trial.

2. Olfactory function in Wave 2 of the National Social Life, Health, and Aging Project.

3. Intermuscular adipose tissue and metabolic associations in HIV infection.

4. Mothers' emotional reactions to crying pose risk for subsequent attachment insecurity.

Review 5. The use of latent trajectory models in psychopathology research.

6. Impact of omission or replacement of data below the limit of quantification on parameter estimates in a two-compartment model.

7. Effects of training on quality of peer review: randomised controlled trial.

8. The Best Predictors of Survival: Do They Vary by Age, Sex, and Race?

9. Parent-Adolescent Agreement About Adolescents' Suicidal Thoughts.

10. Imputation Strategy for Reliable Regional MRI Morphological Measurements.