2 citations · 2 across the 4 of their papers we have counts for
4 papers
Eigenvector fluctuations and limit results for random graphs with infinite rank kernels
Minh Tang, Joshua R. Cape
This paper systematically studies the behavior of the leading eigenvectors for independent edge undirected random graphs generated from a general latent position model whose link f…
On varimax asymptotics in network models and spectral methods for dimensionality reduction
Joshua Cape
Varimax factor rotations, while popular among practitioners in psychology and statistics since being introduced by H. Kaiser, have historically been viewed with skepticism and susp…
On inference for modularity statistics in structured networks
Anirban Mitra, Konasale Prasad, Joshua Cape
This paper revisits the classical concept of network modularity and its spectral relaxations used throughout graph data analysis. We formulate and study several modularity statisti…
A statistical framework for GWAS of high dimensional phenotypes using summary statistics, with application to metabolite GWAS
Weiqiong Huang, Emily C. Hector, Joshua Cape +1
The recent explosion of genetic and high dimensional biobank and 'omic' data has provided researchers with the opportunity to investigate the shared genetic origin (pleiotropy) of…