most citedPosterior Convergence and Model Estimation in Bayesian Change-point Problems

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math.ST2008★ 1 cited

Posterior Convergence and Model Estimation in Bayesian Change-point Problems

Heng Lian

We study the posterior distribution of the Bayesian multiple change-point regression problem when the number and the locations of the change-points are unknown. While it is relativ…

math.ST2008

Parameter estimation of high-dimensional linear differential equations

Heng Lian

We study the problem of estimating the coefficients in linear ordinary differential equations (ODE's) with a diverging number of variables when the solutions are observed with nois…