Missingness Indicators

Missingness Indicators is a statistical construct that denotes a binary variable indicating whether a particular data point is observed or missing, distinguishing it from other data representation methods by explicitly encoding the presence or absence of data values for use in causal inference models.

Publications

3.7K

Citations

226

Authors

141

Institutions

Publications per year

2017–2026

Variants

Missingness Indicator

Parents

Missing Data In Causal Analysis

Publications

Imputation of missing values is superior to complete case analysis and the missing-indicator method in multivariable diagnostic research: A clinical example

Geert J. M. G. van der Heijden, A. Rogier T. Donders, Theo Stijnen et al. · Journal of Clinical Epidemiology · 2006 · 630 citations

Public Health, Biostatistics, Clinical Epidemiology +12

Missing covariate data in clinical research: when and when not to use the missing-indicator method for analysis

Rolf H. H. Groenwold, Ian R. White, A. Rogier T. Donders et al. · Canadian Medical Association Journal · 2012 · 542 citations · Full text

Public Health, Biostatistics, Clinical Sciences +17

Transgender-inclusive measures of sex/gender for population surveys: Mixed-methods evaluation and recommendations

Greta R. Bauer, Jessica Braimoh, Ayden I. Scheim et al. · PLoS ONE · 2017 · 448 citations · Full text

Social Sciences, Gender Studies, Gender Policy +13

Association indices for quantifying social relationships: how to deal with missing observations of individuals or groups

William Hoppitt, Damien R. Farine · Animal Behaviour · 2017 · 197 citations

Public Health, Psychology, Social Psychology +13

Understanding Nonresponse to the 2007 Medicare CAHPS Survey

David J. Klein, Michele Elliott, Amelia M. Haviland et al. · The Gerontologist · 2011 · 106 citations · Full text

Public Affairs, Health Systems, Geriatric Assessment +9

1–5 of 59

Authors

226

IR
Ian R. White
MRC Biostatistics Unit, United Kingdom
3 publications · 674 citations
3
h-index
ML
Marine Le Morvan
École Polytechnique, France
2 publications · 31 citations
2
h-index
GP
Glen P. Martin
University of Manchester, United Kingdom
2 publications · 113 citations
2
h-index
JR
James R. Carpenter
London School of Hygiene & Tropical Medicine, United Kingdom
2 publications · 582 citations
2
h-index
JJ
Julie Josse
École Polytechnique, France
2 publications · 31 citations
2
h-index

1–5 of 226

Institutions

141

1–8 of 141

Venues

Statistics in Medicine
5 publications · 126 citations
5
h-index
Journal of Clinical Epidemiology
3 publications · 724 citations
3
h-index
Biometrika
3 publications · 107 citations
3
h-index
Expert Systems with Applications
2 publications · 109 citations
2
h-index
PLoS ONE
2 publications · 484 citations
2
h-index

1–5