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Mapping and understanding the regional farmland SOC distribution in southern China using a Bayesian spatial model
Published 2025-08-01“…Mapping SOC in farmlands is challenging due to the strong variation of SOC caused by the influence of natural and anthropogenic activities. …”
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Spatial variation in time to diagnosis of visceral leishmaniasis in Bihar, India
Published 2025-06-01“…We analysed the spatial variation of delayed diagnosis of VL in Bihar, India and aimed to understand the potential driving factors of these delays. …”
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Nexus between tourism and ecological footprint in RCEP: Fresh evidence from Bayesian MCMC random-effects sampling
Published 2023-12-01“…This study is conducted to explore the impact of tourism, economic growth, globalization, and human capital on environmental degradation in RCEP countries during 1995–2016. By adopting Bayesian random-effects regression to capture individual variations across countries, the findings show that tourism development improves environmental quality, while economic growth and globalization positively drive environmental degradation. …”
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Epidemiological analysis of chronic kidney disease from 1990 to 2019 and predictions to 2030 by Bayesian age-period-cohort analysis
Published 2024-12-01“…An age-period-cohort model evaluated risk variations. Risk factor analysis uncovered their influences on DALYs and deaths of CKD. …”
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Exploring the relationship between students´ experiences with online payment methods and financial competencies using a Bayesian nonparametric approach
Published 2025-03-01“…To address the common problem of endogeneity that is frequently present when using observational data such as the information provided by international large-scale surveys, we apply the Bayesian nonparametric modeling approach known as Bayesian additive regression trees (BART) in this study to simulate a counterfactual analysis. …”
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COVID-19 RT-qPCR-based screening in Austrian schools and incidences in the general population: a Bayesian spatiotemporal analysis
Published 2025-06-01“…This study explores the impact of this program on COVID-19 transmission by examining the relationship between incidence rates and factors such as age, vaccination coverage, and RT-qPCR positivity rates among school-aged children across Austrian districts, using a Bayesian spatiotemporal discrete model. Our findings highlight significant effects of vaccination and positivity rates on COVID-19 incidence, with variations in their influence across different age groups and locations. …”
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A multi-source data approach to carbon stock prediction using Bayesian hierarchical geostatistical models in plantation forest ecosystems
Published 2024-12-01“…Bayesian modeling is presumed to be the best approach for modeling such complex systems. …”
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Analyzing factors affecting age at first birth among married women in Somalia: a Bayesian shared frailty modelling approach using SDHS 2020
Published 2025-07-01“…Given Somalia’s fragmented health system and high maternal mortality rates, understanding first birth timing is critical for achieving Sustainable Development Goal 3 on maternal and child health. A Bayesian shared frailty model was employed to analyze variations in birth timing, comparing Weibull, log-normal, and log-logistic models using DIC and WAIC values. …”
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Genetic differentiation of domesticated and wild common carps detected by three genetic analysis methods
Published 2012-07-01“…The Bayesian genetic assignment technique displayed high self-assignment accuracy for each population (81% -100%), especially for glass red common carp and purse red common carp (100% for each). …”
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Macro-environment oscillation notably up risk of water quality degradation: A case study in Shanxi Reservoir, China
Published 2025-01-01“…Water quality deterioration in reservoirs threats human drinking water safety. It can be influenced by the macro-processes of meteorology, hydrology, and pollution. …”
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Effect of topographical and soil complexity on potato yields in irrigated fields
Published 2025-02-01“…Spatial variation of soil moisture as affected by topography and soil textural patterns is an important control on variability of yields in agricultural fields. …”
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Developmental differences in social information use under uncertainty: A neurocomputational approach
Published 2025-10-01“…Using a combination of model-free analyses and a Bayesian computational model, we found that while adolescents and adults exhibit similar core decision-making mechanisms, computational modeling revealed that adolescents were less sensitive to variations in their own certainty and peer confidence, reducing the effect on social information use. …”
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Estimating irrigation demand of urban green spaces and the influencing factors
Published 2024-12-01“…Quantile random forest and Bayesian linear regression models were used to identify key factors that influence irrigation water demand. …”
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The effect of social structure on vocal flexibility in monk parakeets
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Permafrost and Rain Influence Summer Hydrologic Flowpaths in Boreal Catchments
Published 2025-06-01“…Abstract Flowpaths of water through catchments influence water quality and flow regimes of streams. …”
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Relationships Between Self-Esteem and Personal Attributes, Income, Consumption, and Assets: Japanese Panel Study
Published 2025-05-01“…Self-esteem is a key topic in psychology and health research. It influences well-being, happiness, and even medicine. …”
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Fish Community Resource Utilization Reveals Benthic–Pelagic Trophic Coupling Along Depth Gradients in the Beibu Gulf, South China Sea
Published 2025-02-01“…Depth and chlorophyll–a (Chl–a) are the two key variables influencing the trophic structure of fish, with opposite gradient patterns observed for each. …”
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