This book offers a comprehensive framework for mastering the complexities of learning high-dimensional sparse graphical models through the use of conditional independence tests. These tests are ...

This is a preview. Log in through your library . Abstract Graphical methods are useful in statistics in exploratory analysis and in the presentation of conclusions, and to a more limited extent in ...

Identification of curvature in regression models is an important aspect of data analysis. Partial residual plots have played a major role. Recently a new class of plots has been developed. They are ...