Zhiliang Ying, Some Results on Modeling and Inference for Spatially Sampled Data
Abstract: Correlated observations with spatial dependence appear in many applications. Their asymptotic properties, however, are notoriously difficult to obtain. In this talk, I will present some results on spatially sampled data. I will show how these results are related to spatial Gaussian process models, to spatially correlated survival models and to certain local likelihood methods. The presentation is based on joint work with Jane Paik and Gongjun Xu.