Statistical Analysis of Network Data: Methods and Models

本书是Springer Series in Statistics中的一本，主要专注于对网络化数据的统计分析，包括对图论、复杂网络、统计分析的介绍，适合计算机及统计学相关专业学习。

BIOGRAPHY

Eric Kolaczyk  was born in 1968 in Chicago, Illiinois. He obtained a BS degree in mathematics from the University of Chicago, and MS and PhD degrees in statistics from Stanford University. He has been on the faculty in the Department of Mathematics and Statistics at Boston University since 1998, and was faculty in the Department of Statistics at the University of Chicago before that. He also has been visiting faculty at Harvard University and l'Universite Paris VII.             Prof. Kolaczyk's main research interests currently revolve around the statistical analysis of network-indexed data, and include both the development of basic methodology and inter-disciplinary work with collaborators in bioinformatics, computer science, geography, neuroscience, and sociology. Besides various research articles on these topics, he has also authored a book in this area: Statistical Analysis of Network Data: Methods and Models (Springer, 2009). Prior to his working in the area of networks, Prof. Kolaczyk spent a decade working on statistical multi-scale modeling.