Bayesian estimation methods for survey data with potential applications to health disparities research

SM Wu, BJK Stephenson - Wiley Interdisciplinary Reviews …, 2024 - Wiley Online Library
Understanding how and why certain communities bear a disproportionate burden of disease
is challenging due to the scarcity of data on these communities. Surveys provide a useful …

[PDF][PDF] Composite pareto distributions for modelling household income distribution in Malaysia

MHA Majid, K Ibrahim - Sains Malaysiana, 2021 - journalarticle.ukm.my
Composite Pareto distributions are flexible as the models allow for data to be described by
two distributions: a Pareto distribution for the data above a threshold value and another …

Bayesian multistate life table methods for large and complex state spaces: Development and illustration of a new method

SM Lynch, E Zang - Sociological methodology, 2022 - journals.sagepub.com
Multistate life table methods are an important tool for producing easily understood measures
of population health. Most contemporary uses of these methods involve sample data, thus …

Bayesian inference for TIP curves: an application to child poverty in Germany

E Fourrier-Nicolai, M Lubrano - The Journal of Economic Inequality, 2020 - Springer
TIP curves are cumulative poverty gap curves used for representing the three different
aspects of poverty: incidence, intensity and inequality. The paper provides Bayesian …

Constrained Reweighting of Distributions: An Optimal Transport Approach

A Chakraborty, A Bhattacharya, D Pati - Entropy, 2024 - mdpi.com
We commonly encounter the problem of identifying an optimally weight-adjusted version of
the empirical distribution of observed data, adhering to predefined constraints on the …

Spatial survival analysis of initiation age and prevalence of smoking in Iran; results from a population based study

A Teimourpour, F Farzadfar, M Yaseri… - Archives of Iranian …, 2020 - journalaim.com
Background: The initiation age and prevalence of cigarette smoking are two important
parameters in any smoking-related policymaking domain. Methods: Dataset was extracted …

Posterior probabilities for Lorenz and stochastic dominance of Australian income distributions

D Gunawan, WE Griffiths, D Chotikapanich - Economic Record, 2021 - Wiley Online Library
Using Household, Income and Labour Dynamics in Australia (HILDA) data for 2001, 2006,
2010, 2014 and 2017, we compute posterior probabilities for dominance for all pairwise …

Constrained Reweighting of Distributions: an Optimal Transport Approach

A Chakraborty, A Bhattacharya, D Pati - arXiv preprint arXiv:2310.12447, 2023 - arxiv.org
We commonly encounter the problem of identifying an optimally weight adjusted version of
the empirical distribution of observed data, adhering to predefined constraints on the …

Bayesian Inference for Multidimensional Welfare Comparisons

D Gunawan, W Griffiths, D Chotikapanich - arXiv preprint arXiv …, 2024 - arxiv.org
Using both single-index measures and stochastic dominance concepts, we show how
Bayesian inference can be used to make multivariate welfare comparisons. A four …

Identifying dietary consumption patterns from survey data: a Bayesian nonparametric latent class model

BJK Stephenson, SM Wu… - Journal of the Royal …, 2024 - academic.oup.com
Dietary assessments provide the snapshots of population-based dietary habits. Questions
remain about how generalisable those snapshots are in national survey data, where certain …