TeraPCA: a fast and scalable software package to study genetic variation in tera-scale genotypes

Structural Convergence Results for Approximation of Dominant Subspaces from Block Krylov Spaces

(2018) Petros Drineas et al.   SIAM JOURNAL ON MATRIX ANALYSIS AND APPLICATIONS

Fast Principal-Component Analysis Reveals Convergent Evolution of ADH1B in Europe and East Asia

(2016) Kevin J. Galinsky et al.   AMERICAN JOURNAL OF HUMAN GENETICS

RandNLA

(2016) Petros Drineas et al.   COMMUNICATIONS OF THE ACM

Scaling probabilistic models of genetic variation to millions of humans

(2016) Prem Gopalan et al.   NATURE GENETICS

Fast Principal Component Analysis of Large-Scale Genome-Wide Data

(2014) Gad Abraham et al.   PLoS One

Maritime route of colonization of Europe

(2014) P. Paschou et al.   PROCEEDINGS OF THE NATIONAL ACADEMY OF SCIENCES OF THE UNITED STATES OF AMERICA

Finding Structure with Randomness: Probabilistic Algorithms for Constructing Approximate Matrix Decompositions

(2011) N. Halko et al.   SIAM REVIEW

New approaches to population stratification in genome-wide association studies

(2010) Alkes L. Price et al.   NATURE REVIEWS GENETICS

Comparing Spatial Maps of Human Population-Genetic Variation Using Procrustes Analysis

(2010) Chaolong Wang et al.   Statistical Applications in Genetics and Molecular Biology

Fast model-based estimation of ancestry in unrelated individuals

(2009) D. H. Alexander et al.   GENOME RESEARCH

A Randomized Algorithm for Principal Component Analysis

(2009) Vladimir Rokhlin et al.   SIAM JOURNAL ON MATRIX ANALYSIS AND APPLICATIONS

Genes mirror geography within Europe

(2008) John Novembre et al.   NATURE

Tracing Sub-Structure in the European American Population with PCA-Informative Markers

(2008) Peristera Paschou et al.   PLoS Genetics