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Missing data in surveys: Key concepts, approaches, and applications
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 …
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
Applications of estimating population sizes range from estimating human or ecological
population size within regions or countries to estimating the hidden number of civilian …
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 …
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 …
exampleA. dat, exampleB. dat and exampleV. dat contain the data used in Section 5. The …
Privacy-preserving record linkage
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 …
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
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 …
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 …
population from multiple-recapture data. Our method, based on Dirichlet process mixtures …
Applications of multiple systems estimation in human rights research
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 …
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 …
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
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 …
observed across multiple data sources is often referred to as capture-recapture or multiple …