85 citations · 117 across the 4 of their papers we have counts for
4 papers
Consistency of Maximum Likelihood for Continuous-Space Network Models I
Cosma Rohilla Shalizi, Dena Marie Asta
A very popular class of models for networks posits that each node is represented by a point in a continuous latent space, and that the probability of an edge between nodes is a dec…
Bootstrapping Exchangeable Random Graphs
Alden Green, Cosma Rohilla Shalizi
We introduce two new bootstraps for exchangeable random graphs. One, the "empirical graphon bootstrap", is based purely on resampling, while the other, the "histogram bootstrap", i…
Estimating -mixing coefficients
Daniel J. McDonald, Cosma Rohilla Shalizi, Mark Schervish
The literature on statistical learning for time series assumes the asymptotic independence or ``mixing' of the data-generating process. These mixing assumptions are never tested, n…
An Algorithm for Pattern Discovery in Time Series
Cosma Rohilla Shalizi, Kristina Lisa Shalizi, James P. Crutchfield
We present a new algorithm for discovering patterns in time series and other sequential data. We exhibit a reliable procedure for building the minimal set of hidden, Markovian stat…