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06/26/2023
Covariance Estimation and Principal Component Analysis for Mixed-Type Functional Data with application to mHealth in Mood Disorders
Mobile digital health (mHealth) studies often collect multiple within-da...
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02/14/2023
Functional proportional hazards mixture cure model and its application to modelling the association between cancer mortality and physical activity in NHANES 2003-2006
We develop a functional proportional hazards mixture cure (FPHMC) model ...
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01/26/2023
Distributional outcome regression and its application to modelling continuously monitored heart rate and physical activity
We propose a distributional outcome regression (DOR) with scalar and dis...
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09/09/2022
Shape-constrained Estimation in Functional Regression with Bernstein Polynomials
Shape restrictions on functional regression coefficients such as non-neg...
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08/24/2021
Bayesian Inference for Generalized Linear Model with Linear Inequality Constraints
Bayesian statistical inference for Generalized Linear Models (GLMs) with...
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06/07/2021
Scalar on time-by-distribution regression and its application for modelling associations between daily-living physical activity and cognitive functions in Alzheimer's Disease
Wearable data is a rich source of information that can provide deeper un...
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02/22/2021
Distributional data analysis via quantile functions and its application to modelling digital biomarkers of gait in Alzheimer's Disease
With the advent of continuous health monitoring via wearable devices, us...
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04/17/2019
Variable Selection in Functional Linear Concurrent Regression
We propose a novel method for variable selection in functional linear co...
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12/11/2018
Hypothesis Testing in Functional Linear Concurrent Regression
We propose a novel method for testing the null hypothesis of no effect o...
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10/10/2018
Estimation Of Menarcheal Age Distribution From Imperfectly Recalled Data
In a cross-sectional study, pubertal females were asked to recall the ti...
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10/01/2018