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Rahul Ghosal
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Distributional data analysis via quantile functions and its application to modelling digital biomarkers of gait in Alzheimer's Disease
R Ghosal, VR Varma, D Volfson, I Hillel, J Urbanek, JM Hausdorff, A Watts, ...
Biostatistics, 2021
312021
Continuous gait monitoring discriminates community‐dwelling mild Alzheimer's disease from cognitively normal controls
VR Varma, R Ghosal, I Hillel, D Volfson, J Weiss, J Urbanek, JM Hausdorff, ...
Alzheimer's & Dementia: Translational Research & Clinical Interventions 7 (1 …, 2021
302021
Impact of the COVID-19 induced lockdown measures on PM2. 5 concentration in USA
R Ghosal, E Saha
Atmospheric Environment 254, 118388, 2021
252021
Scalar on time-by-distribution regression and its application for modelling associations between daily-living physical activity and cognitive functions in Alzheimer’s disease
R Ghosal, VR Varma, D Volfson, J Urbanek, JM Hausdorff, A Watts, ...
Scientific reports 12 (1), 11558, 2022
232022
Variable selection in functional linear concurrent regression
R Ghosal, A Maity, T Clark, SB Longo
Journal of the Royal Statistical Society Series C: Applied Statistics 69 (3 …, 2020
202020
Bayesian inference for generalized linear model with linear inequality constraints
R Ghosal, SK Ghosh
Computational Statistics & Data Analysis 166, 107335, 2022
162022
Shape-constrained estimation in functional regression with Bernstein polynomials
R Ghosal, S Ghosh, J Urbanek, JA Schrack, V Zipunnikov
Computational Statistics & Data Analysis 178, 107614, 2023
142023
Variable selection in nonlinear function‐on‐scalar regression
R Ghosal, A Maity
Biometrics 79 (1), 292-303, 2023
102023
Variable selection in nonparametric functional concurrent regression
R Ghosal, A Maity
Canadian Journal of Statistics 50 (1), 142-161, 2022
82022
A score based test for functional linear concurrent regression
R Ghosal, A Maity
Econometrics and Statistics 21, 114-130, 2022
82022
Comparison of raw accelerometry data from ActiGraph, Apple Watch, Garmin, and Fitbit using a mechanical shaker table
JW White III, OL Finnegan, N Tindall, S Nelakuditi, DE Brown III, RR Pate, ...
Plos one 19 (3), e0286898, 2024
72024
Evaluation of a device-agnostic approach to predict sleep from raw accelerometry data collected by Apple Watch Series 7, Garmin Vivoactive 4, and ActiGraph GT9X Link in …
RG Weaver, M de Zambotti, J White, O Finnegan, S Nelakuditi, X Zhu, ...
Sleep Health 9 (4), 417-429, 2023
62023
Estimating menarcheal age distribution from partially recalled data
S Mirzaei Salehabadi, D Sengupta, R Ghosal
Biostatistics 21 (4), 876-894, 2020
52020
Distributional outcome regression via quantile functions and its application to modelling continuously monitored heart rate and physical activity
R Ghosal, SK Ghosh, JA Schrack, V Zipunnikov
Journal of the American Statistical Association, 1-20, 2025
32025
Conformal uncertainty quantification using kernel depth measures in separable Hilbert spaces
M Matabuena, R Ghosal, P Mozharovskyi, OHM Padilla, JP Onnela
arXiv preprint arXiv:2405.13970, 2024
32024
Personalized imputation in metric spaces via conformal prediction: Applications in predicting diabetes development with continuous glucose monitoring information
M Matabuena, C Díaz-Louzao, R Ghosal, F Gude
arXiv preprint arXiv:2403.18069, 2024
32024
Functional proportional hazards mixture cure model with applications in cancer mortality in NHANES and post ICU recovery
R Ghosal, M Matabuena, J Zhang
Statistical Methods in Medical Research 32 (11), 2254-2269, 2023
32023
A device agnostic approach to predict children’s activity from consumer wearable accelerometer data: a proof-of-concept study
RG Weaver, J White, O Finnegan, S Nelakuditi, X Zhu, S Burkart, M Beets, ...
Medicine and science in sports and exercise 56 (2), 370, 2023
32023
Glucodensity functional profiles outperform traditional continuous glucose monitoring metrics
M Matabuena, R Ghosal, JE Aguilar, R Wagner, CF Merino, JS Castro, ...
arXiv preprint arXiv:2410.00912, 2024
22024
Jerks are Useful: Extracting pulse rate from wrist-placed accelerometry jerk during sleep in children
RG Weaver, MVS Chandrashekhar, B Armstrong, JW White III, ...
Sleep, zsae099, 2024
22024
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