Missing data in bioarchaeology II
A test of ordinal and continuous data imputation
Bibliographic Data
| ID | 24314770 |
|---|---|
| Authors | A Wissler (0000-0001-7129-5342, Department of Anthropology University of South Carolina Columbia South Carolina USA), Kelly E Blevins (Archaeology Department Durham University Durham UK), Jane E Buikstra (Center for Bioarchaeological Research, School of Human Evolution and Social Change Arizona State University Tempe Arizona USA) |
| Year | 2022 |
| Volume | 179 |
| Issue | 3 |
| Pages | 349-364 |
| Publication date | 2022-11-01 |
| Open Access | Yes |
| Type | ARTICLE |
| Venue | American Journal of Biological Anthropology (JOURNAL) |
| Journal identifiers | ISSN: 2692-7691 • E-ISSN: 2692-7691 |
| Publisher | Wiley (PUBLISHER • GB) |
| DOI | 10.1002/ajpa.24614 |
| PMID | 36790608 |
| OpenAlex | W4295233508 |
| Language | EN |
| Citations received | 14 |
| References cited | 122 |
Bioarchaeology · continuous data · expectation-maximization algorithm · listwise deletion · Missing data · missing data imputation · Ordinal data · pairwise deletion · Paleopathology · predictive mean matching · random forest imputation · sample size · stochastic regression · Forensic Anthropology and Bioarchaeology Studies · Statistical Methods and Bayesian Inference · Statistical Methods in Epidemiology
Estimation of missing ordinal data
Evaluation of missing data imputation methods for human osteometric measurements
The Construction of Community at Early Bronze Age Karataş‐Semayük, Southwestern Anatolia
Multivariate assessments of activity‐related skeletal changes
Intraskeletal Variation in Cortical Bone Quantity in a Medieval Italian Sample
From Optimism to Opportunity
Who the Plague Chose
Exploring archaeological evidence for historic smallpox epidemics in the Americas
Known unknowns and the osteological paradox
Statistical modelling in archaeology
Estimating inter-individual Mahalanobis distances from mixed incomplete high-dimensional data
A generative model for exploring differences in mortality associated with stressor exposure risk in bioarchaeological contexts
Imputation methods for mixed datasets in bioarchaeology
Dento-Alveolar Infectious Diseases Among Hunter-Gatherers From Northeast and Central Chubut Province (Argentina) During the Late Holocene
Uncovering the hidden history of transpacific contact between Latin America, the Caribbean, and Asia through skeletal population genetics
The Treatment of Missing Data
Analysis of Incomplete Multivariate Data
Missing Data
Missing data and multiple imputation in clinical epidemiological research
Principled missing data methods for researchers
Genome flux and stasis in a five millennium transect of European prehistory
The prevention and handling of the missing data
Multiple imputation
Rebutting Existing Misconceptions About Multiple Imputation as a Method for Handling Missing Data
Longitudinal Modeling with Randomly and Systematically Missing Data
The proportion of missing data should not be used to guide decisions on multiple imputation
An introduction to modern missing data analyses
Missing Data
Tuning multiple imputation by predictive mean matching and local residual draws
MissForest—non-parametric missing value imputation for mixed-type data
Inference and missing data
Missing Data Analysis
Maximum Likelihood from Incomplete Data Via the EM Algorithm
Missing data
Mice
How Many Imputations are Really Needed? Some Practical Clarifications of Multiple Imputation Theory
Multiple Imputation for Nonresponse in Surveys
Missing-Data Adjustments in Large Surveys
Sleeping site selection by proboscis monkeys ( Nasalis larvatus ) in West Kalimantan, Indonesia
Do “birds of a feather flock together” or do “opposites attract”? Behavioral responses and temperament predict success in pairings of rhesus monkeys in a laboratory setting
A Comparison of Methods for Creating Multiple Imputations of Nominal Variables
Cranial Variation in Man. A Study by Multivariate Analysis of Patterns of Difference Among Recent Human Populations
Goodbye, Listwise Deletion
Imputing Missing Data
Prosocial Bystander Behavior in Bullying Dynamics
Paternal Incarceration and Children’s Food Insecurity
Statistical methods in psychology journals
Assessing intrasample variation
Strong postcranial size dimorphism in Australopithecus afarensis
Human body mass estimation
A multivariate assessment of the Dali hominin cranium from China
Bayes in biological anthropology
Methods for estimating missing human skeletal element osteometric dimensions employed in the revised fully technique for estimating stature
Observer error, dental wear, and the inference of new world sundadonty
Bone morphologies and histories
Biological and spatial structure of an early classic period cemetery at Charco Redondo, Oaxaca
Revision of the Fully technique for estimating statures
New dental and isotope evidence of biological distance and place of origin for mass burial groups at C ahokia's mound 72
Is Central Asia the eastern outpost of the Neandertal range? A reassessment of the Teshik‐Tash child
Population structure of the classic period Maya
A Note on Listwise Deletion versus Multiple Imputation
Comparing individuals buried in flexed and extended positions at the Greek colony of Chersonesos (Crimea) using cranial metric, dental metric, and dental nonmetric traits
The Osteological Paradox
The Fraction of Missing Information as a Tool for Monitoring the Quality of Survey Data
Recognizing species diversity among large-bodied hominoids
Principles for the virtual reconstruction of hominin crania
Missing Data Imputation Using Morphoscopic Traits and Their Performance in the Estimation of Ancestry
Adapt or Die
Biological Kinship, Postmarital Residence and the Emergence of Cemetery Formalisation at Prehistoric Marathon
| Citations per year | 4.67 |
|---|---|
| Citation span | 2023 - 2026 (4) |
| Highly cited | No |