Bayesian Change Point Analysis of Linear Models on Graphs

Xiaofei Wang, John W. Emerson

Consider observations $y_1,\dots ,y_n$ on nodes of a connected graph, where the $y_i$ independently come from $N({\theta }_i,{\sigma }^2)$ distributions and an unknown partition divides the $n$ ob…