155 citations · 955 across the 56 of their papers we have counts for
4 papers · 2 filters
Degrees of freedom for combining regression with factor analysis
Patrick O. Perry, Natesh S. Pillai
In the AGEMAP genomics study, researchers were interested in detecting genes related to age in a variety of tissue types. After not finding many age-related genes in some of the an…
A location-mixture autoregressive model for online forecasting of lung tumor motion
Daniel Cervone, Natesh S. Pillai, Debdeep Pati +2
Lung tumor tracking for radiotherapy requires real-time, multiple-step ahead forecasting of a quasi-periodic time series recording instantaneous tumor locations. We introduce a loc…
Bayesian Nonparametric Weighted Sampling Inference
Yajuan Si, Natesh S. Pillai, Andrew Gelman
It has historically been a challenge to perform Bayesian inference in a design-based survey context. The present paper develops a Bayesian model for sampling inference in the prese…
Statistical Inference for Stochastic Differential Equations with Memory
Martin Lysy, Natesh S. Pillai
In this paper we construct a framework for doing statistical inference for discretely observed stochastic differential equations (SDEs) where the driving noise has 'memory'. Classi…