Search Results for author: J. Sunil Rao

Found 4 papers, 2 papers with code

"Back to the future" projections for COVID-19 surges

1 code implementation17 Feb 2022 J. Sunil Rao, Tianhao Liu, Daniel Andrés Díaz-Pachón

We argue that information from countries who had earlier COVID-19 surges can be used to inform another country's current model, then generating what we call back-to-the-future (BTF) projections.

Time Series Time Series Analysis

Unsupervised Bump Hunting Using Principal Components

no code implementations30 Sep 2014 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.

Dimensionality Reduction

Spike and slab variable selection: Frequentist and Bayesian strategies

1 code implementation30 May 2005 Hemant Ishwaran, J. Sunil Rao

In this paper we introduce a variable selection method referred to as a rescaled spike and slab model.

Statistics Theory Statistics Theory 62J07 (Primary) 62J05. (Secondary)

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