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Author

Saheed O. Olayemi

2 papers indexed here

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Preprint Sep 2026

Dynamic Spatial Bayesian Machine Learning Model: Applications to Intergenerational Economic Mobility and Geographic Income Inequality in the United States

We develop a Dynamic Spatial Panel Bayesian Additive Regression Trees model with Horseshoe shrinkage (DSP-BART-HS) for high-dimensional spatio-temporal panel data. We jointly evaluate the model against a comprehensive suite of structural spatial econometrics, non-parametric machine learning methods, and small-area esti...

Hammed A. Olayinka, Saheed O. Olayemi · 0 citations
Preprint Sep 2026

A Network-Structured Bayesian Hierarchical Model for Sparse Mutation-Drug Response Associations: Application to Cancer Pharmacogenomics

Results show the framework identifies sparse, interpretable, externally supported drug-sensitivity markers while enabling principled investigation of tissue-specific departures from shared effects, as well as improving sensitivity recovery under network-structured signal.

Hammed A. Olayinka, Saheed O. Olayemi · 0 citations

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