Testing higher and infinite degrees of stochastic dominance for small samples: A Bayesian approach

M Górajski - Journal of Statistical Planning and Inference, 2024 - Elsevier
This study proposes a distribution-free Bayesian procedure that detects infinite degrees of
stochastic dominance (SD∞) between two random outcomes and then seeks a finite degree …

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 …

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 …

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 …

Comparisons of distributions of Australian mental health scores

D Gunawan, WE Griffiths… - Australian & New …, 2023 - Wiley Online Library
Bayesian non‐parametric estimates of Australian distributions of mental health scores are
obtained to assess how the mental health status of the population has changed over time …

[图书][B] The Bayesian approach to poverty measurement

M Lubrano, Z Xun - 2023 - elgaronline.com
For long, standard errors were not reported for poverty or inequality indices, on two grounds.
Data sets based on surveys included more than 5,000 observations, so it was thought that …

Inequality in Education: A Comparison of Australian Indigenous and Nonindigenous Populations

D Gunawan, W Griffiths… - Statistics, Politics and …, 2022 - degruyter.com
Abstract Data from the Household Income and Labour Dynamics in Australia Survey is used
to estimate distributions for the level of educational attainment for Australian indigenous and …

Comparisons of Australian Mental Health Distributions

D Gunawan, W Griffiths, D Chotikapanich - arXiv preprint arXiv …, 2021 - arxiv.org
Bayesian nonparametric estimates of Australian mental health distributions are obtained to
assess how the mental health status of the population has changed over time and to …

[PDF][PDF] National Institute for Applied Statistics Research Australia

D Gunawan, W Griffiths, D Chotikapanich - 2021 - documents.uow.edu.au
Bayesian nonparametric estimates of Australian mental health distributions are obtained to
assess how the mental health status of the population has changed over time, and to …

[引用][C] The Bayesian approach to poverty measurement Lecture 4: Restricted stochastic dominance

M Lubrano - 2022