works on
bayesian hierarchical modeling 1preferential sampling 1retail analytics 1spatial point processes 1survival analysis 1

From the 1 of 1 linked paper with an AI index.

collaborators

1 paper

stat.ME2026

Assessing Preferential Sampling in Retail Survival Data: A Bayesian Joint LGCP and Spatial Probit Model for Mini-Supermarket Closure in Tokyo

Akitoshi Kanetaka, Shinichiro Shirota

The paper introduces a Bayesian hierarchical model that jointly uses a log‑Gaussian Cox process for retail store locations and a spatial probit regression for binary survival outco…