This talk highlights the wide range of statistical analyses that are part of network science.
Of particular importance are the exponential family of random graph distributions, known as p*, and recent work on
robustness and resistance of network data when actors and/or relational ties are missing or removed. The presentation will
be illustrated with a variety of examples.