ST-Statistcl Network Inference
Network data is increasingly prevalent in scientific research and statistical inference, figuring prominently in such diverse fields as neuroscience, sociology, and public health, to name a few. In this course, we will investigate recent advances in statistical inference on network data. We will discuss the development of progressively more nuanced statistical models for networks, focusing on the recent advances in developing classical inference tasks within a network framework (e.g., hypothesis testing, clustering, classification, etc.).