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Robust Cluster Analysis and Variable Selection
Clustering remains a vibrant area of research in statistics. Although there are many books on this topic, there are relatively few that are well founded in the theoretical aspects. This book presents an overview of the theory and applications of probabilistic clustering and variable selection, synthesizing the key research results of the last 50 years. It includes all the important theoretical details, and covers the probabilistic models and inference, robustness issues, optimization algorithms, validation techniques and variable selection methods. The book illustrates the different methods with simulated data and applies them to real-world data sets that can be easily downloaded from the web.
Lackadaisy: Volume 1
The Prohibition-era speakeasy Lackadaisy barely hangs on in 1927 St. Louis, fending off fellow gangsters at the end of a tommy gun. The cult classic, Eisner Award-nominated webcomic, finally available in a keepsake collected edition!
Fallout
“Combines terrific suspense with thoughtful depth. . . . Riveting.” — Kirkus Reviews (starred review) In the summer of 1962, the possibility of nuclear war is all anyone talks about. But Scott’s dad is the only one in the neighborhood who actually builds a bomb shelter. When the unthinkable happens, neighbors force their way into the shelter before Scott’s dad can shut the door. With not enough room, not enough food, and not enough air, life inside the shelter is filthy, physically draining, and emotionally fraught. But even worse is the question of what will — and won’t — remain when the door is opened again.