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Jeff Goldsmith

Assistant Professor of Biostatistics


Education & Training:

    PhD, 2012, Johns Hopkins School of Public Health

    BS, 2007, Dickinson College

Affiliation(s):

Mailman School Affiliations:

Selected Publications:
  • Goldsmith J, Huang L, Crainiceanu C M (2014). Smooth Scalar-on-Image Regression via Spatial Bayesian Variable Selection. Journal of Computational and Graphical Statistics, 23 46-64.
  • Goldsmith J, Scheipl F (2014). Estimator Selection and Combination in Scalar-on-Function Regression. Computational Statistics and Data Analysis, 70 362-372.
  • Goldsmith J, Greven S, Crainiceanu C M, (2013). Corrected Confidence Bands for Functional Data Using Principal Components. Biometrics, 69 41-51.
  • Goldsmith, J, Crainiceanu, CM, Caffo, BS, Reich, DS Longitudinal Penalized Functional Regression for Cognitive Outcomes on Neuronal Tract Measurements Journal of the Royal Statistical Society: Series C 61 453-469 2012
  • Goldsmith, J, Caffo, BS, Crainiceanu, CM, Du, Y, Reich, DS, Hendrix, CW Non-linear Tube Fitting for the Analysis of Anatomical and Functional Structures Annals of Applied Statistics 5 337-363 2011
  • Goldsmith, J, Bobb, J, Crainiceanu, CM, Caffo, BS, Reich, DS Penalized Functional Regression Journal of Computational and Graphical Statistics 20 830-851 2011
  • Goldsmith, J, Wand, MP, Crainiceanu, CM Functional Regression via Variational Bayes Electronic Journal of Statistics 5 572-602 2011
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