J. Sunil Rao

most citedUnsupervised Bump Hunting Using Principal Components

1 citations · 2 across the 3 of their papers we have counts for

collaborators

2 papers

stat.ML2014★ 1 cited

Unsupervised Bump Hunting Using Principal Components

Daniel A Díaz-Pachón, Jean-Eudes Dazard, J. Sunil Rao

Principal Components Analysis is a widely used technique for dimension reduction and characterization of variability in multivariate populations. Our interest lies in studying when…

math.PR2014★ 1 cited

On the explanatory power of principal components

Daniel A. Diaz-Pachon, J. Sunil Rao, Jean-Eudes Dazard

We show that if we have an orthogonal base ( $u_{1}, \dots, u_{p}$ ) in a $p$ -dimensional vector space, and select $p + 1$ vectors $v_{1}, \dots, v_{p}$ and $w$ such that the vectors traverse t…