Functional proportional hazards mixture cure model with applications in cancer mortality in NHANES and post ICU recovery

Using real-world accelerometry-derived diurnal patterns of physical activity to evaluate disability in multiple sclerosis

(2022) Jennifer L. Keller et al.   Journal of Rehabilitation and Assistive Technologies Engineering

Estimating Knee Movement Patterns of Recreational Runners Across Training Sessions Using Multilevel Functional Regression Models

(2022) Marcos Matabuena et al.   AMERICAN STATISTICIAN

Scalar on time-by-distribution regression and its application for modelling associations between daily-living physical activity and cognitive functions in Alzheimer’s Disease

(2022) Rahul Ghosal et al.   Scientific Reports

A presmoothing approach for estimation in the semiparametric Cox mixture cure model

(2022) Eni Musta et al.   BERNOULLI

Cardiovascular mortality risk prediction using objectively measured physical activity phenotypes in NHANES 2003–2006

(2022) Mark K. Ledbetter et al.   PREVENTIVE MEDICINE

Diurnal Physical Activity Patterns across Ages in a Large UK Based Cohort: The UK Biobank Study

(2021) Julia Wrobel et al.   SENSORS

Glucodensities: A new representation of glucose profiles using distributional data analysis

(2021) Marcos Matabuena et al.   STATISTICAL METHODS IN MEDICAL RESEARCH

Variable selection in nonlinear function‐on‐scalar regression

(2021) Rahul Ghosal et al.   BIOMETRICS

Fast Univariate Inference for Longitudinal Functional Models

(2021) Erjia Cui et al.   JOURNAL OF COMPUTATIONAL AND GRAPHICAL STATISTICS

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

(2021) Haolun Shi et al.   STATISTICAL METHODS IN MEDICAL RESEARCH

Additive Functional Cox Model

(2020) Erjia Cui et al.   JOURNAL OF COMPUTATIONAL AND GRAPHICAL STATISTICS

Functional Censored Quantile Regression

(2019) Fei Jiang et al.   JOURNAL OF THE AMERICAN STATISTICAL ASSOCIATION

The predictive performance of objective measures of physical activity derived from accelerometry data for 5-year all-cause mortality in older adults: NHANES 2003-2006

(2019) Ekaterina Smirnova et al.   JOURNALS OF GERONTOLOGY SERIES A-BIOLOGICAL SCIENCES AND MEDICAL SCIENCES

American College of Sports Medicine Roundtable Report on Physical Activity, Sedentary Behavior, and Cancer Prevention and Control

(2019) ALPA V. PATEL et al.   MEDICINE AND SCIENCE IN SPORTS AND EXERCISE

Cancer immunotherapy trial design with cure rate and delayed treatment effect

(2019) Jing Wei et al.   STATISTICS IN MEDICINE

Computationally Efficient Estimation for the Generalized Odds Rate Mixture Cure Model With Interval-Censored Data

(2018) Jie Zhou et al.   JOURNAL OF COMPUTATIONAL AND GRAPHICAL STATISTICS

Re-evaluating the effect of age on physical activity over the lifespan

(2017) Vijay R. Varma et al.   PREVENTIVE MEDICINE

Mean, What do You Mean?

(2016) Miguel de Carvalho   AMERICAN STATISTICIAN

Functional covariate-adjusted partial area under the specificity-ROC curve with an application to metabolic syndrome diagnosis

(2016) Vanda Inácio de Carvalho et al.   Annals of Applied Statistics

Optimal estimation for the functional Cox model

(2016) Simeng Qu et al.   ANNALS OF STATISTICS

Residual-based model diagnosis methods for mixture cure models

(2016) Yingwei Peng et al.   BIOMETRICS

Methods for Scalar-on-Function Regression

(2016) Philip T. Reiss et al.   INTERNATIONAL STATISTICAL REVIEW

Smoothing Parameter and Model Selection for General Smooth Models

(2016) Simon N. Wood et al.   JOURNAL OF THE AMERICAN STATISTICAL ASSOCIATION

New Insights into Activity Patterns in Children, Found Using Functional Data Analyses

(2016) JEFF GOLDSMITH et al.   MEDICINE AND SCIENCE IN SPORTS AND EXERCISE

Generalized multilevel function-on-scalar regression and principal component analysis

(2015) Jeff Goldsmith et al.   BIOMETRICS

Leisure time physical activity and cancer risk: evaluation of the WHO's recommendation based on 126 high-quality epidemiological studies

(2015) Li Liu et al.   BRITISH JOURNAL OF SPORTS MEDICINE

Leisure-Time Spent Sitting and Site-Specific Cancer Incidence in a Large U.S. Cohort

(2015) A. V. Patel et al.   CANCER EPIDEMIOLOGY BIOMARKERS & PREVENTION

Cox regression models with functional covariates for survival data

(2015) Jonathan E. Gellar et al.   STATISTICAL MODELLING

Association between physical activity and mortality among breast cancer and colorectal cancer survivors: a systematic review and meta-analysis

(2014) D. Schmid et al.   ANNALS OF ONCOLOGY

Variable-Domain Functional Regression for Modeling ICU Data

(2014) Jonathan E. Gellar et al.   JOURNAL OF THE AMERICAN STATISTICAL ASSOCIATION

Likelihood Ratio Tests for Dependent Data with Applications to Longitudinal and Functional Data Analysis

(2014) Ana-Maria Staicu et al.   SCANDINAVIAN JOURNAL OF STATISTICS

Statistical issues and challenges in immuno-oncology

(2013) Tai-Tsang Chen   Journal for ImmunoTherapy of Cancer

Extending induced ROC methodology to the functional context

(2012) V. Inacio et al.   BIOSTATISTICS

Cure Models as a Useful Statistical Tool for Analyzing Survival

(2012) M. Othus et al.   CLINICAL CANCER RESEARCH

smcure: An R-package for estimating semiparametric mixture cure models

(2012) Chao Cai et al.   COMPUTER METHODS AND PROGRAMS IN BIOMEDICINE

Bootstrap-based inference on the difference in the means of two correlated functional processes

(2012) Ciprian M. Crainiceanu et al.   STATISTICS IN MEDICINE

Fast Function-on-Scalar Regression with Penalized Basis Expansions

(2010) Philip T. Reiss et al.  

Analysis of cure rate survival data under proportional odds model

(2010) Yu Gu et al.   LIFETIME DATA ANALYSIS

Regularized Estimation for the Accelerated Failure Time Model

(2008) T. Cai et al.   BIOMETRICS