Google Scholar Page

In the following, denotes equal contribution and indicates a student under my supervision.


D. Backenroth, J. Goldsmith, M. D. Harran, J. C. Cortes, J. W. Krakauer, and T. Kitago (2018+). Modeling motor learning using heteroskedastic functional principal components analysis. Journal of the American Statistical Association, accepted. [PDF]

H. Rosenblum, A. Castano, J. Alvarez, J. Goldsmith, S. Helmke, M.S. Maurer (2018). TTR (Transthyretin) Stabilizers Are Associated With Improved Survival in Patients With TTR Cardiac Amyloidosis. Circulation: Heart Failure, 11 e004769. [Link | PubMed]

K. M. Diaz, D. J. Krupka, M. J. Chang, I. M. Kronish, N. Moise, J. Goldsmith, and J. E. Schwartz (2018). Wrist-based cut-points for moderate- and vigorous-intensity physical activity for the Actical accelerometer in adults. Journal of Sports Sciences, 36 206-212. [Link | PubMed]


K. M. Diaz, J. Goldsmith, H. Greenlee, G. Strizich, Q. Qi, Y. Mossavar-Rahmani, D. C. Vidot, C. Buelna, C. E. Brintz, T. Elfassy, L. C. Gallo, M. L. Daviglus, D. Sotres-Alvarez, R. C. Kaplan (2017). Prolonged, Uninterrupted Sedentary Behavior and Glycemic Biomarkers Among US Hispanic/Latino Adults Circulation, 136 1362-1373. [Link | PubMed]

M. S. Maurer, E. Horn, A. Reyentovich, V. V. Dickson, S. Pinney, D. Goldwater, N. E. Goldstein, O. Jimenez, S. Teruya, J. Goldsmith, S. Helmke, M. Yuzefpolskaya, and G. R Reeves (2017). Can a Left Ventricular Assist Devices in Advanced Systolic Heart Failure Improve or Reverse the Frailty Phenotype? Journal of the American Geriatrics Society, 65 2383-2390. [Link | PubMed]

J. C. Cortes, J. Goldsmith, M. Harran, J. Xu, N. Kim, A. R. Luft, P. Celnik, J. W. Krakauer, and T. Kitago (2017). A short and distinct time window for recovery of arm motor control after stroke revealed with a global measure of trajectory kinematics. Neurorehabilitation and Neural Repair, 31 552-560. [Link | PubMed]

M. Kronish, K. M. Diaz, J. Goldsmith, N. Moise, and J. E. Schwartz. Objectively measured adherence to physical activity guidelines after acute coronary syndrome (2017). Journal of the American College of Cardiology, 69 1205. [Link | PubMed]

J. Goldsmith and J. E. Schwartz. Variable Selection in the Functional Linear Concurrent Model (2017). Statistics in Medicine, 36 2237-2250. [Link | PubMed | GitHub]

A. L. Wong, J. Goldsmith, A. D. Forrence, A. M. Haith, and J. W. Krakauer (2017). Habitual selection of reaction times. eLife, 6 e28075. [Link]

P. T. Reiss, J. Goldsmith, H. L. Shang, and R. T. Ogden. Methods for Scalar-on-Function Regression (2017). International Statistical Review, 85 228-249.

J. Gertheiss, J. Goldsmith, and A.-M. Staicu (2017). A note on modeling sparse exponential-family functional response curves. Computational Statistics and Data Analysis, 105 46-52. [Link | GitHub]


A. Castano, M. Haq, D. Narotsky, J. Goldsmith, R. L. Weinberg, R. Morgenstern, T. Pozniakoff, F. L. Ruberg, E. J. Miller, J. L. Berk, A. Dispenzieri, M. Grogan, G. Johnson, S. Bokhari, and M. S. Maurer (2016). Multicenter Experience of Planar Technetium Pyrophosphate Cardiac Imaging: Does Preferential Cardiac Uptake Predict Survival in Patients with ATTR Cardiac Amyloidosis? JAMA Cardiology, 1 880-889.

J. Goldsmith. vbvs.concurrent: Fitting Methods for the Functional Linear Concurrent Model (2016). The Journal of Open Source Software, 1. [Link | GitHub]

S. T. Sorge, D. C. Hesdorffer, J. C. Phelan, M. R. Winawer, S. Shostak, J. Goldsmith, W. K. Chung, R. Ottman (2016). Genetic causal attribution and depression in multiplex epilepsy families. Epilepsia, 57 1643-1650. [Link | PubMed]

A. L. Wong, J. Goldsmith, J Krakauer (2016). A motor planning stage represents the shape of upcoming movement trajectories. Journal of Neurophysiology, 116 296-305. [Link | PubMed]

J. Goldsmith, X. Liu, J. S. Jacobson, A. Rundle (2016). New insights into activity patterns in children, found using functional data analyses. Medicine and Science in Sports and Exercise, 48 1723-1729. [Link | PDF | Code | PubMed]

J. Wrobel, S.Y. Park, A.M. Staicu, J. Goldsmith (2016). Interactive graphics for functional data analyses. Stat, 5 108-118. [arXiv | Link | GitHub | CRAN]

Y. Chen, J. Goldsmith, T. Ogden (2016). Variable Selection in Function-on-Scalar Regression. Stat, 5 88-101. [Link | PDF | Implemented in refund as fosr.vs()]

J. Goldsmith, T. Kitago (2016). Assessing Systematic Effects of Stroke on Motor Control using Hierarchical Function-on-Scalar Regression. Journal of the Royal Statistical Society: Series C, 65 215-236. [PDF | Link | Code | Shiny App]

C. B. Caminiti, D. C. Hesdorffer, S. Shostak, J. Goldsmith, S. T. Sorge, M. R. Winawer, J. C. Phelan, W. K. Chung, and R. Ottman (2016). Parents’ interest in genetic testing of their offspring in multiplex epilepsy families. Epilepsia, 57 279-287. [Link | PubMed]

K. M. Diaz, D. J Krupka, M. J. Chang, J. A. Schaffer, Y. Ma, J. Goldsmith, J. E. Schwartz, K. W. Davidson (2016). Validation of the Fitbit One for physical activity measurement at an upper torso attachment site. BMC Research Notes, 9 213. [Link | PubMed]

M. Abdalla, J. Goldsmith, P. Muntner, K. M. Diaz, K. Reynolds, J. E. Schwartz, D. Shimbo (2016). Is Isolated Nocturnal Hypertension a Reproducible Phenotype? American Journal of Hypertension, 29 33-38. [Link | PubMed]


T. Kitago, J. Goldsmith, M. Harran, L. Kane, J. Berard, S. Huang, S. Ryan, P. Mazzoni, J, Krakauer, and V. Huang (2015). Robotic therapy for chronic stroke: general recovery of impairment or improved task-specific skill? Journal of Neurophysiology, 114 1885-1894. [Link | PubMed] († denotes equal contribution)

J. Goldsmith, V. Zipunnikov, J. Schrack (2015). Generalized Multilevel Functional-on-Scalar Regression and Principal Component Analysis. Biometrics, 71 344-353. [Link | PubMed | Code | Shiny App]

U. M. Schambra, J. Goldsmith, H. M. Schambra, K. Nunleya, S. Harirforoosh, Y. Liu , and S. S. Moy (2015). Low and moderate prenatal ethanol exposure of mice during gastrulation or neurulation delays neurobehavioral development. Neurotoxicology and Teratology, 51 1-11. [Link | PubMed]

K. M. Diaz, D. J Krupka, M. J. Chang, J. Peacock, Y. Ma, J. Goldsmith, J. E. Schwartz, K. W. Davidson (2015). Fitbit: An accurate and reliable device for wireless physical activity tracking. International Journal of Cardiology, 185 138-140. [Link | PubMed]

C. Wang, S. Vine, A. Hsiao, A. Rundle, and J. Goldsmith (2015). Weight-Related Behaviors When Children are in School Versus on Summer Breaks: Does Income Matter? Journal of School Health, 85 458-466. [Link | PubMed]

M. Sabatello, J. Phelan, D. C. Hesdorffer, S. Shostak, J. Goldsmith, S. Sorge, M. Winawer, W. Chung, R. Ottman (2015). Genetic Causal Attribution of Epilepsy and its Implications for Felt Stigma. Epilepsia, 56 1542-1550. [Link | PubMed]


J. Goldsmith, L. Huang, C. M. Crainiceanu (2014). Smooth Scalar-on-Image Regression via Spatial Bayesian Variable Selection. Journal of Computational and Graphical Statistics, 23 46-64. [Link | PubMed]

J. Goldsmith, F. Scheipl (2014). Estimator Selection and Combination in Scalar-on-Function Regression. Computational Statistics and Data Analysis, 70 362-372. [Link | PDF | Code]

J. A. Schrack, V. Zipunnikov, J. Goldsmith, K. Bandeen-Roche, C. M. Crainiceanu, L. Ferrucci (2014). Estimating Energy Expenditure from Heart Rate in Older Adults: a Case for Calibration. PLoS One, 9 1-9. [Link | PubMed]

J. A. Schrack, V. Zipunnikov, J. Goldsmith, J. Bai, E. M. Simonsick, C. M. Crainiceanu, L. Ferrucci (2014). Assessing the “Physical Cliff”: Detailed Quantification of Aging and Physical Activity. Journal of Gerontology: Medical Sciences. 69 973-979. [Link | PubMed | Article selected as “Editor’s Choice”]

S. Vullaganti, J. Goldsmith, S. Teruya, J. Alvarez, S. Helmke, M. Maurer (2014). Cardiovascular effects of hemoglobin response in patients receiving epoetin alfa and oral iron in heart failure with a preserved ejection fraction. Journal of Geriatric Cardiology, 11 100-105. [Link | PubMed]

B. Swihart, J. Goldsmith, C. M. Crainiceanu. (2014). Restricted Likelihood Ratio Tests for Functional Effects in the Functional Linear Model. Technometrics, 56 483-493. [Link]

A. Hauschild, S. C. Chen, M. Weichenthal, A. Blum, H. C. King, J. Goldsmith, D. O. Scharfstein, D. Gutkowicz-Krusin (2014). To excise or not: impact of MelaFind on German dermatologists’ decisions to biopsy atypical lesions. JDDG: Journal der Deutschen Dermatologischen Gesellschaft, 12 606-614. [Link | PubMed]

J. O. Okeke, V. E. Tangel, S. T. Sorge, D. C. Hesdorffer, M. R. Winawer, J. Goldsmith, J. Phelan, W. Chung, S. Shostak, R. Ottman (2014). Genetic Testing Preferences in Families Containing Multiple Individuals with Epilepsy. Epilepsia, 55 1705-1713. [Link | PubMed]

G. S. Lovasi, J. Goldsmith (2014). Invited commentary: Taking advantage of time-varying neighborhood environments. American Journal of Epidemiology, DOI: 10.1093/aje/kwu170. [Link | PubMed]

N. Cyrille, J. Goldsmith, J. Alvarez, M. S. Maurer (2014). Prevalence and Prognostic Significance of Low QRS Voltage Among the Three Main Types of Cardiac Amyloid. American Journal of Cardiology, 114 1089-1093. [Link | PubMed]

R. T. Shinohara, E. M. Sweeny, J. Goldsmith, N. Shiee, F. J. Mateen, P. A. Calabresi, S. Jarso, D. L. Pham, D. S. Reich, C. M. Crainiceanu (2014). Statistical Normalization Techniques for Magnetic Resonance Imaging. NeuroImage: Clinical, 6 9-19 [Link | PubMed]


J. Goldsmith, S. Greven, C. M. Crainiceanu (2013). Corrected Confidence Bands for Functional Data Using Principal Components. Biometrics, 69 41-51. [Link | PubMed]

J. Gertheiss, J. Goldsmith, C. M. Crainiceanu, S. Greven. (2013). Longitudinal Scalar-on-Functions Regression with Application to Tractography Data. Biostatistics. 14 447-461. [Link | PubMed]

H. Sorensen, J. Goldsmith, L. Sangalli. (2013). An Introduction with Medical Applications to Functional Data Analysis. Statistics in Medicine. 32 5222-5240. [Link | PubMed]

L. Huang, J. Goldsmith, P. T. Reiss, D. S. Reich, C. M. Crainiceanu. (2013). Bayesian Scalar-on-Image Regression with Application to Association Between Intracranial DTI and Cognitive Outcomes. NeuroImage. 83 210-223. [Link | PubMed]

F. J. Leyva, R. P. Bakshi, E. J. Fuchs, L. Li, B. S. Caffo, J. Goldsmith, Y. Du, J. P. Leal, L. A. Lee, M. S. Torbenson, C. W. Hendrix (2013). Iso-osmolar enemas demonstrate preferential gastrointestinal distribution, safety, and acceptability compared with hyper- and hypo-osmolar enemas as a potential delive AIDS Research and Human Retroviruses. 29 1487-1495. [Link | PubMed]


J. Goldsmith, C. M. Crainiceanu, B. S. Caffo, D. S. Reich (2012). Longitudinal Penalized Functional Regression for Cognitive Outcomes on Neuronal Tract Measurements. Journal of the Royal Statistical Society: Series C, 61 453-469. [Link | PubMed | Simulation Code]

T. Shinohara, J. Goldsmith, F. Mateen, D. S. Reich, C. M. Crainiceanu (2012). Predicting Breakdown of the Blood-Brain Barrier in Multiple Sclerosis Without Contrast Agents. American Journal of Neuroradiology, 33 1586-1590. [Link | PubMed]

J. Bai, J. Goldsmith, B. S. Caffo, T. Glass, C. M. Crainiceanu (2012). Movelets: A Dictionary of Movement. Electronic Journal of Statistics, 6 559-578. [Link | PubMed]

N. Louissant, S. Nimmagadda, R. Bakshi, Y. Du, K. Macura, K. King, R. Wahl, J. Goldsmith, B. S. Caffo, Y.-J. Cao, J. Anderson, E. Fuchs, C. W. Hendrix (2012). Distribution of Cell-free and Cell-associated HIV Surrogates in the Female Genital Tract following Simulated Vaginal Intercourse. Journal of Infectious Diseases, 205 725-732. [Link | PubMed]

N. Louissant, S. Nimmagadda, E. Fuchs, R. Bakshi, Y. Cao, L. Lee, J. Goldsmith, B. S. Caffo, Y. Du, K. King, F. Menendez, M. Torbenson, C. W. Hendrix (2012). Distribution of Cell-free and Cell-associated HIV Surrogates in the Colon following Simulated Receptive Anal Intercourse. Journal of Acquired Immune Deficiency Syndromes, Basic and Translational Science, 59 10-17. [Link | PubMed]

2011 and before

J. Goldsmith, J. Bobb, C. M. Crainiceanu, B. S. Caffo, D. S. Reich (2011). Penalized Functional Regression. Journal of Computational and Graphical Statistics, 20 830-851. [Link | PubMed | Simulation Code]

J. Goldsmith, C. M. Crainiceanu, B. S. Caffo, D. S. Reich (2011). Penalized Functional Regression Analysis of White-Matter Tract Profiles in Multiple Sclerosis. NeuroImage, 57 431-439. [Link | PubMed]

J. Goldsmith, B. S. Caffo, C. M. Crainiceanu, D. Reich, Y. Du, C. W. Hendrix (2011). Nonlinear Tube-Fitting for the Analysis of Anatomical and Functional Structures. Annals of Applied Statistics, 5 337-363. [Link | PubMed]

J. Goldsmith, M. P. Wand, and C. M. Crainiceanu (2011). Functional Regression via Variational Bayes. Electronic Journal of Statistics, 5 572-602. [Link | PubMed | Simulation Code]

C. M. Crainiceanu, J. Goldsmith (2010). Bayesian Functional Data Analysis using WinBUGS. Journal of Statistical Software, 32 1-33. [Link | PubMed]

J. Goldsmith, L. Koss (2009). Dynamical Properties of the Derivative of the Weierstrass Elliptic Function. Involve, 2 267-288. [Link | pdf]