A review of graphical methods to map the natural hazard-to-wellbeing risk chain in a socio-ecological system

JJ Monge, N McDonald, GW McDonald - Science of The Total Environment, 2022 - Elsevier
The popular concept of wellbeing has added multiple dimensions to the current socio-
economic measures of vulnerability from natural hazards. Due to the wellbeing concept's …

[HTML][HTML] Estimating networks of sustainable development goals

L Ospina-Forero, G Castañeda, OA Guerrero - Information & Management, 2022 - Elsevier
An increasing number of researchers and practitioners advocate for a systemic
understanding of the Sustainable Development Goals (SDGs) through interdependency …

How do governments determine policy priorities? Studying development strategies through spillover networks

G Castañeda, F Chávez-Juárez, OA Guerrero - Journal of Economic …, 2018 - Elsevier
Determining policy priorities is a challenging task for any government because there may
be, for example, a multiple objectives to be simultaneously attained, a multidimensional …

[HTML][HTML] Measuring vulnerability to multidimensional poverty with Bayesian network classifiers

M Gallardo - Economic Analysis and Policy, 2022 - Elsevier
Bayesian network methods have recently gained great popularity in machine learning
literature and applications to model uncertainty in complex phenomena that include …

Bayesian networks and knowledge structures in cognitive assessment: Remarks on basic comparable aspects

L Burigana - Journal of Mathematical Psychology, 2024 - Elsevier
Two theories of current interest and of mathematical and computational substance
concerning knowledge assessment in education are discussed. These are the theory of …

Robust learning of staged tree models: a case study in evaluating transport services

M Leonelli, G Varando - arXiv preprint arXiv:2401.01812, 2024 - arxiv.org
Staged trees are a relatively recent class of probabilistic graphical models that extend
Bayesian networks to formally and graphically account for non-symmetric patterns of …

Quantifying the coherence of development policy priorities

OA Guerrero, G Castañeda - Development Policy Review, 2021 - Wiley Online Library
Motivation Over the last 30 years, the concept of policy coherence for development has
attracted the attention of academics, practitioners and international organizations. However …

Exploring the structure of household social capital in rural Vietnam: Applying Bayesian network approach

HN Chuong - Plos one, 2024 - journals.plos.org
This study aims to explore the structure of the households' social capital of rural Vietnam
households with secondary data from 2008 to 2018. This paper applied the fundamental …

The resilience of public policies in economic development

G Castañeda, OA Guerrero - Complexity, 2018 - Wiley Online Library
This paper studies the resilience of public policies that governments design for catalyzing
economic development. This property depends on the extent to which behavioral heuristics …

Can Data and Machine Learning Change the Future of Basic Income Models? A Bayesian Belief Networks Approach

H Khalili - Data, 2024 - mdpi.com
Appeals to governments for implementing basic income are contemporary. The theoretical
backgrounds of the basic income notion only prescribe transferring equal amounts to …