A novel Bayesian Hierarchical Network Model (BHNM) is designed for ensemble predictions of daily river stage, leveraging the spatial interdependence of river networks and hydrometeorological variables ...

Shuchi Goyal, Gauri Sankar Datta, Abhyuday Mandal, A Hierarchical Bayes Unit-Level Small Area Estimation Model for Normal Mixture Populations, Sankhyā: The Indian Journal of Statistics, Series B (2008 ...

We propose Bayesian hierarchical network meta-analysis models that allow us to borrow information adaptively across aggregated data and individual patient level data studies by using power and ...

Summer monsoon floods (June–September) are a leading cause of infrastructure damage and fatalities in India, necessitating skillful river stage forecasts for flood mitigation. To address this, the ...