Functional data analysis; Longitudinal data analysis; Smoothing; Semiparametric regression; high di
I am a statistician interested in developing functional data methods for applications in biostatistics including neuroimaging, wearable computing and growth data.
2018 journal article
Novel metrics for growth model selection
Emerging Themes in Epidemiology, 15.
2017 journal article
Two-way principal component analysis for matrix-variate data, with an application to functional magnetic resonance imaging data
Biostatistics (Oxford, England), 18(2), 214–229.
2014 journal article
Bayesian Models for Multiple Outcomes in Domains With Application to the Seychelles Child Development Study
Journal of the American Statistical Association, 109(505), 1–10.
2015 - present
2012 - 2015
2007 - 2012