791 citations · 1.8k across the 42 of their papers we have counts for
10 papers · 1 filter
Differentially Private Model Selection with Penalized and Constrained Likelihood
Jing Lei, Anne-Sophie Charest, Aleksandra Slavkovic +2
In statistical disclosure control, the goal of data analysis is twofold: The released information must provide accurate and useful statistics about the underlying population of int…
A Bayesian Approach to Graphical Record Linkage and De-duplication
Rebecca C. Steorts, Rob Hall, Stephen E. Fienberg
We propose an unsupervised approach for linking records across arbitrarily many files, while simultaneously detecting duplicate records within files. Our key innovation involves th…
Privacy-Preserving Data Sharing for Genome-Wide Association Studies
Caroline Uhler, Aleksandra B. Slavkovic, Stephen E. Fienberg
Traditional statistical methods for confidentiality protection of statistical databases do not scale well to deal with GWAS (genome-wide association studies) databases especially i…
Bayesian Models and Methods in Public Policy and Government Settings
Stephen E. Fienberg
Starting with the neo-Bayesian revival of the 1950s, many statisticians argued that it was inappropriate to use Bayesian methods, and in particular subjective Bayesian methods in g…
Exploring the Consequences of IED Deployment with a Generalized Linear Model Implementation of the Canadian Traveller Problem
Andrew C. Thomas, Stephen E. Fienberg
The deployment of improvised explosive devices (IEDs) along major roadways has been a favoured strategy of insurgents in recent war zones, both for the ability to cause damage to t…
A survey of statistical network models
Anna Goldenberg, Alice X Zheng, Stephen E Fienberg +1
Networks are ubiquitous in science and have become a focal point for discussion in everyday life. Formal statistical models for the analysis of network data have emerged as a major…
William Kruskal: My Scholarly and Scientific Model
Stephen E. Fienberg
Discussion of ``The William Kruskal Legacy: 1919--2005'' by Stephen E. Fienberg, Stephen M. Stigler and Judith M. Tanur [arXiv:0710.5063]
The William Kruskal Legacy: 1919--2005
Stephen E. Fienberg, Stephen M. Stigler, Judith M. Tanur
William Kruskal (Bill) was a distinguished statistician who spent virtually his entire professional career at the University of Chicago, and who had a lasting impact on the Institu…
Maximum Likelihood Estimation in Latent Class Models For Contingency Table Data
S. E. Fienberg, P. Hersh, A. Rinaldo +1
Statistical models with latent structure have a history going back to the 1950s and have seen widespread use in the social sciences and, more recently, in computational biology and…
Mixed membership stochastic blockmodels
Edoardo M Airoldi, David M Blei, Stephen E Fienberg +1
Observations consisting of measurements on relationships for pairs of objects arise in many settings, such as protein interaction and gene regulatory networks, collections of autho…