97 citations · 170 across the 11 of their papers we have counts for
11 papers
Estimating the size of a set using cascading exclusion
Sourav Chatterjee, Persi Diaconis, Susan Holmes
Let be a finite set, and an i.i.d. uniform sample from . To estimate the size , without further structure, one can wait for repeats and use the birthda…
Generative Models: An Interdisciplinary Perspective
Kris Sankaran, Susan P. Holmes
By linking conceptual theories with observed data, generative models can support reasoning in complex situations. They have come to play a central role both within and beyond stati…
Arcsine laws for random walks generated from random permutations with applications to genomics
Xiao Fang, Han Liang Gan, Susan Holmes +4
A classical result for the simple symmetric random walk with steps is that the number of steps above the origin, the time of the last visit to the origin, and the time of the…
Discussion of "Geodesic Monte Carlo on Embedded Manifolds"
Simon Byrne, Mark Girolami, Persi Diaconis +9
Contributed discussion and rejoinder to "Geodesic Monte Carlo on Embedded Manifolds" (arXiv:1301.6064)
Sampling From A Manifold
Persi Diaconis, Susan Holmes, Mehrdad Shahshahani
We develop algorithms for sampling from a probability distribution on a submanifold embedded in Rn. Applications are given to the evaluation of algorithms in 'Topological Statistic…
The duality diagram in data analysis: Examples of modern applications
Omar De la Cruz, Susan Holmes
Today's data-heavy research environment requires the integration of different sources of information into structured data sets that can not be analyzed as simple matrices. We intro…