Publications

Mirzaei, S., Sengupta, D. and Ghosal, R. (2019). Estimating Menarcheal Age Distribution from Partially Recalled Data , Biostatistics.

Ghosal, R., Maity, A., Clark, T. and Longo, S. (2020). Variable Selection in Functional Linear Concurrent Regression, J. R. Stat. Soc. C.

Ghosal, R. and Maity, A. (2021). A Score Based Test for Functional Linear Concurrent Regression, Econometrics and Statistics.

Ghosal, R. and Maity, A. (2021). Variable Selection in Nonparametric Functional Concurrent Regression, The Canadian Journal of Statistics.

Ghosal, R. and Maity, A. (2021). Variable Selection in Nonlinear Function-on-scalar Regression, Biometrics.

Varma, V. R., Ghosal, R., Hillel, I., Volfson, D., Weiss, J., Urbanek, J., Hausdorff, J. M., Zipunnikov, V., and Watts, A. (2021). Continuous Gait Monitoring Discriminates Community Dwelling Mild AD from Cognitively Normal Controls, Alzheimer's & Dementia: Translational Research & Clinical Interventions.

Ghosal, R. and Saha, E. (2021). Impact of the COVID-19 induced lockdown measures on $PM_{2.5}$ concentration in USA, Atmospheric Environment.

Ghosal, R. and Ghosh, S. (2022). Bayesian Inference for Generalized Linear Model with Linear Inequality Constraints, Computational Statistics & Data Analysis.

Ghosal, R., Varma, V. R., Hillel, I., Volfson, D., Hausdorff, J. M., Watts, A. and Zipunnikov, V. (2022). Distributional data analysis via quantile functions and its application to modelling digital biomarkers of gait in Alzheimer's Disease, Biostatistics. Arxiv link.

Ghosal, R., Varma, V. R., Volfson, D., Hausdorff, J. M., Watts, A. and Zipunnikov, V. (2022). Scalar on time-by-distribution regression and its application for modelling associations between daily-living physical activity and cognitive functions in Alzheimer’s Disease, Scientific Reports.

Ghosal, R., Ghosh, S., Schrack, J. and Zipunnikov, V. (2022). Shape-constrained estimation in functional regression with Bernstein polynomials, Computational Statistics & Data Analysis.