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Robust Functional Principal Component Analysis Based on a New Regression Framework

Journal of agricultural, biological, and environmental statistics, 2022-09, Vol.27 (3), p.523-543

2022

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Automatic search intervals for the smoothing parameter in penalized splines

Statistics and computing, 2023, Vol.33 (1), p.1-1, Article 1

2023

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Estimating time-varying directed neural networks

Statistics and computing, 2020-09, Vol.30 (5), p.1209-1220

2020

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Functional single-index quantile regression models

Statistics and computing, 2020-07, Vol.30 (4), p.771-781

2020

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uTPI: A utility‐based toxicity probability interval design for phase I/II dose‐finding trials

Statistics in medicine, 2021-05, Vol.40 (11), p.2626-2649

2021

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A Joint estimation approach to sparse additive ordinary differential equations

Statistics and computing, 2022, Vol.32 (5), p.69-69, Article 69

2022

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Parameter Estimation of Partial Differential Equation Models

Journal of the American Statistical Association, 2013-09, Vol.108 (503), p.1009-1020

2013

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Neural networks for scalar input and functional output

Statistics and computing, 2023-10, Vol.33 (5), Article 118

2023

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Identifying regions of interest in mammogram images

Statistical methods in medical research, 2023-05, Vol.32 (5), p.895-903

2023

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Sparse functional partial least squares regression with a locally sparse slope function

Statistics and computing, 2022-04, Vol.32 (2), Article 30

2022

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Functional principal component analysis of glomerular filtration rate curves after kidney transplant

Statistical methods in medical research, 2018-12, Vol.27 (12), p.3785-3796

2018

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Quantitative assessment of field strength, total intracranial volume, sex, and age effects on the goodness of harmonization for volumetric analysis on the ADNI database

Human brain mapping, 2019-04, Vol.40 (5), p.1507-1527

2019

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Reference equations for pulmonary diffusing capacity using segmented regression show similar predictive accuracy as GAMLSS models

BMJ open respiratory research, 2022-02, Vol.9 (1), p.e001087

2022

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Estimating Time-Varying Directed Gene Regulation Networks

Biometrics, 2017-12, Vol.73 (4), p.1231-1242

2017

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Standardisation and application of the single-breath determination of nitric oxide uptake in the lung

The European respiratory journal, 2017-02, Vol.49 (2), p.1600962-1600962

2017

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A functional proportional hazard cure rate model for interval-censored data

Statistical methods in medical research, 2022-01, Vol.31 (1), p.154-168

2022

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Automated Load Curve Data Cleansing in Power Systems

IEEE transactions on smart grid, 2010-09, Vol.1 (2), p.213-221

2010

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Neuroimaging feature extraction using a neural network classifier for imaging genetics

BMC bioinformatics, 2023-06, Vol.24 (1), p.271-271, Article 271

2023

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Semiparametric Mixed-Effects Ordinary Differential Equation Models with Heavy-Tailed Distributions

Journal of agricultural, biological, and environmental statistics, 2021, Vol.26 (3), p.428-445

2021

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Functional joint models for chronic kidney disease in kidney transplant recipients

Statistical methods in medical research, 2021-08, Vol.30 (8), p.1932-1943

2021

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A method to characterize the learning curve for performance of a fundamental laparoscopic simulator task: Defining “learning plateau” and “learning rate”

Surgery, 2009-08, Vol.146 (2), p.381-386

2009

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Estimating dynamic models for gene regulation networks

Bioinformatics, 2008-07, Vol.24 (14), p.1619-1624

2008

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Arterial versus capillary blood gases: A meta-analysis

Respiratory physiology & neurobiology, 2007-03, Vol.155 (3), p.268-279

2007

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Joint modelling for organ transplantation outcomes for patients with diabetes and the end-stage renal disease

Statistical methods in medical research, 2019-09, Vol.28 (9), p.2724-2737

2019

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Cross-modal Association between Auditory and Visuospatial Information in Mandarin Tone Perception in Noise by Native and Non-native Perceivers

Frontiers in psychology, 2017-12, Vol.8, p.2051-2051

2017

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Robust Functional Principal Component Analysis Based on a New Regression Framework

Automatic search intervals for the smoothing parameter in penalized splines

Estimating time-varying directed neural networks

Functional single-index quantile regression models

uTPI: A utility‐based toxicity probability interval design for phase I/II dose‐finding trials

A Joint estimation approach to sparse additive ordinary differential equations

Parameter Estimation of Partial Differential Equation Models

Neural networks for scalar input and functional output

Identifying regions of interest in mammogram images

Sparse functional partial least squares regression with a locally sparse slope function

Functional principal component analysis of glomerular filtration rate curves after kidney transplant

Quantitative assessment of field strength, total intracranial volume, sex, and age effects on the goodness of harmonization for volumetric analysis on the ADNI database

Reference equations for pulmonary diffusing capacity using segmented regression show similar predictive accuracy as GAMLSS models

Estimating Time-Varying Directed Gene Regulation Networks

Standardisation and application of the single-breath determination of nitric oxide uptake in the lung

A functional proportional hazard cure rate model for interval-censored data

Automated Load Curve Data Cleansing in Power Systems

Neuroimaging feature extraction using a neural network classifier for imaging genetics

Semiparametric Mixed-Effects Ordinary Differential Equation Models with Heavy-Tailed Distributions

Functional joint models for chronic kidney disease in kidney transplant recipients

A method to characterize the learning curve for performance of a fundamental laparoscopic simulator task: Defining “learning plateau” and “learning rate”

Estimating dynamic models for gene regulation networks

Arterial versus capillary blood gases: A meta-analysis

Joint modelling for organ transplantation outcomes for patients with diabetes and the end-stage renal disease

Cross-modal Association between Auditory and Visuospatial Information in Mandarin Tone Perception in Noise by Native and Non-native Perceivers

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