Statistical Analysis of Network Data
@inproceedings{Kolaczyk2009StatisticalAO,
title={Statistical Analysis of Network Data},
author={E. Kolaczyk},
year={2009}
}Over the past decade, the study of so-called “complex networks” — that is, network-based representations of complex systems — has taken the sciences by storm. Researchers from biology to physics, from economics to mathematics, and from computer science to sociology, are more and more involved with the collection, modeling and analysis of networkindexed data. With this enthusiastic embrace of networks across the disciplines comes a multitude of statistical challenges of all sorts — many of them… CONTINUE READING
Supplemental Presentations
Topics from this paper
598 Citations
Estimation of Global Network Statistics from Incomplete Data
- Physics, Computer Science
- PloS one
- 2014
- 26
- PDF
A survey of discrete methods in (algebraic) statistics for networks
- Computer Science, Mathematics
- ArXiv
- 2015
- 5
- PDF
References
SHOWING 1-9 OF 9 REFERENCES
Probabilistic reasoning in intelligent systems - networks of plausible inference
- Computer Science
- Morgan Kaufmann series in representation and reasoning
- 1989
- 17,597
- PDF
SHRINKAGE, PRETEST AND ABSOLUTE PENALTY ESTIMATORS IN PARTIALLY LINEAR MODELS: ESTIMATORS IN PARTIALLY LINEAR MODELS
- Mathematics
- 2007
- 59
I do not find any record of a review of the first edition in Technometrics
- Like the first edition, the aim
- 2006
Editor’s Report on Computer-Aided Multivariate Analysis
- Ziegel, E
- 2004
Thinking Backwards for Knowledge Acquisition
- AI Magazine
- 1987
Wkshp on Private Analysis of Social Networks May 19, 2014 Wrap-Up Wrapping Up Lots of additional topics we have not touched upon: Dynamic networks Weighted networks Community detection Etc
- Wkshp on Private Analysis of Social Networks May 19, 2014 Wrap-Up Wrapping Up Lots of additional topics we have not touched upon: Dynamic networks Weighted networks Community detection Etc