Missing data in surveys: Key concepts, approaches, and applications

A Mirzaei, SR Carter, AE Patanwala… - Research in Social and …, 2022 - Elsevier
A recent review of missing data in pharmacy literature has highlighted that a low proportion
of studies reported how missing data was handled. In this paper we discuss the concept of …

Multiple systems estimation (or capture-recapture estimation) to inform public policy

SM Bird, R King - Annual review of statistics and its application, 2018 - annualreviews.org
Applications of estimating population sizes range from estimating human or ecological
population size within regions or countries to estimating the hidden number of civilian …

Using statistics to assess lethal violence in civil and inter-state war

P Ball, M Price - Annual review of statistics and its application, 2019 - annualreviews.org
What role can statistics play in assessing the patterns of lethal violence in conflict? This
article highlights the evolution of statistical applications in assessing lethal violence, from the …

A hierarchical Bayesian approach to record linkage and population size problems

A Tancredi, B Liseo - 2011 - projecteuclid.org
Data files and codes. Included in the supplementary material there are the following files:
exampleA. dat, exampleB. dat and exampleV. dat contain the data used in Section 5. The …

Privacy-preserving record linkage

R Hall, SE Fienberg - International conference on privacy in statistical …, 2010 - Springer
Record linkage has a long tradition in both the statistical and the computer science literature.
We survey current approaches to the record linkage problem in a privacy-aware setting and …

A generalized Fellegi–Sunter framework for multiple record linkage with application to homicide record systems

M Sadinle, SE Fienberg - Journal of the American Statistical …, 2013 - Taylor & Francis
We present a probabilistic method for linking multiple datafiles. This task is not trivial in the
absence of unique identifiers for the individuals recorded. This is a common scenario when …

Bayesian population size estimation using Dirichlet process mixtures

D Manrique-Vallier - Biometrics, 2016 - academic.oup.com
We introduce a new Bayesian nonparametric method for estimating the size of a closed
population from multiple-recapture data. Our method, based on Dirichlet process mixtures …

Applications of multiple systems estimation in human rights research

K Lum, ME Price, D Banks - The American Statistician, 2013 - Taylor & Francis
Multiple systems estimation (MSE) is becoming an increasingly common approach for
exploratory study of underreported events in the field of quantitative human rights. In this …

A Primer on the Data Cleaning Pipeline

RC Steorts - Journal of Survey Statistics and Methodology, 2023 - academic.oup.com
The availability of both structured and unstructured databases, such as electronic health
data, social media data, patent data, and surveys that are often updated in real time, among …

The central role of the identifying assumption in population size estimation

S Aleshin-Guendel, M Sadinle, J Wakefield - Biometrics, 2024 - academic.oup.com
The problem of estimating the size of a population based on a subset of individuals
observed across multiple data sources is often referred to as capture-recapture or multiple …