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Author

Indrabati Bhattacharya

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Sep 2026

Estimation of cluster-specific causal effects on spatially associated survival data using SoftBART

We propose a novel Bayesian approach to estimate causal effects in spatially clustered survival data. Using Soft Bayesian Additive Regression Trees (SBART), we introduce a nonparametric regression for a log-Normal survival model that accommodates spatial associations among unknown cluster effects through a directed acy...

Indrabati Bhattacharya, Debajyoti Sinha, D. Ghosh et al. · 0 citations

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