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List of works by Runze Li

A Bayesian semiparametric model for bivariate sparse longitudinal data.

scientific article

A FAST ALGORITHM FOR DETECTING GENE-GENE INTERACTIONS IN GENOME-WIDE ASSOCIATION STUDIES ⬇️

scientific article

A nonparametric method for separating photosynthesis and respiration components in CO2flux measurements

article

A note on a nonparametric regression test through penalized splines

scientific article

A semivarying joint model for longitudinal binary and continuous outcomes

scientific article

A statistical model for mapping morphological shape.

scientific article published on July 2010

A time-varying effect model for examining group differences in trajectories of zero-inflated count outcomes with applications in substance abuse research.

scientific article published on 21 November 2016

A time-varying effect model for intensive longitudinal data ⬇️

scientific article published on November 21, 2011

Advancing the understanding of craving during smoking cessation attempts: a demonstration of the time-varying effect model.

scientific article

An Effective Algorithm for Generation of Factorial Designs with Generalized Minimum Aberration.

scientific article published on January 2007

Analysis of Longitudinal Data with Semiparametric Estimation of Covariance Function

scientific article

BAYESIAN GROUP LASSO FOR NONPARAMETRIC VARYING-COEFFICIENT MODELS WITH APPLICATION TO FUNCTIONAL GENOME-WIDE ASSOCIATION STUDIES. ⬇️

scientific article

CALIBRATING NON-CONVEX PENALIZED REGRESSION IN ULTRA-HIGH DIMENSION.

scientific article

Changes in substance use-related health risk behaviors on the timeline follow-back interview as a function of length of recall period

scientific article

Climate control of terrestrial carbon exchange across biomes and continents

article

Combined Diffusion Tensor Imaging and Apparent Transverse Relaxation Rate Differentiate Parkinson Disease and Atypical Parkinsonism.

scientific article published on 31 March 2017

Convective Heat Transfer Coefficient Model Under Nanofluid Minimum Quantity Lubrication Coupled with Cryogenic Air Grinding Ti–6Al–4V

scientific article published on 28 September 2020

Design of experiments with multiple independent variables: a resource management perspective on complete and reduced factorial designs

scientific article published on September 2009

Developmental changes in anger expression and attention focus: learning to wait.

scientific article

ESTIMATION AND TESTING FOR PARTIALLY LINEAR SINGLE-INDEX MODELS.

scientific article published on December 2010

Efficient statistical inference procedures for partially nonlinear models and their applications

scientific article published on 19 November 2007

Embryonic craniofacial bone volume and bone mineral density in Fgfr2(+/P253R) and nonmutant mice

scientific article published on 07 February 2014

Estimating Mixture of Gaussian Processes by Kernel Smoothing

scientific article

FADTTS: functional analysis of diffusion tensor tract statistics

scientific article

Feature Screening for Ultrahigh Dimensional Categorical Data with Applications

scientific article

Feature Screening in Ultrahigh Dimensional Cox's Model

scientific article published on January 2016

Feature Screening via Distance Correlation Learning

scientific article

Feature Selection for Varying Coefficient Models With Ultrahigh Dimensional Covariates

scientific article published on January 2014

Flexible semiparametric analysis of longitudinal genetic studies by reduced rank smoothing

scientific article

Functional data analysis for dynamical system identification of behavioral processes

scientific article

GLOBAL SOLUTIONS TO FOLDED CONCAVE PENALIZED NONCONVEX LEARNING. ⬇️

scientific article published on April 2016

How spacing of data collection may impact estimates of substance use trajectories

scientific article

How to cluster gene expression dynamics in response to environmental signals ⬇️

scientific article published on July 10, 2011

Local Composite Quantile Regression Smoothing: An Efficient and Safe Alternative to Local Polynomial Regression ⬇️

scientific article published on January 1, 2010

Local Modal Regression

scientific article

Local Rank Inference for Varying Coefficient Models.

scientific article

MULTIVARIATE VARYING COEFFICIENT MODEL FOR FUNCTIONAL RESPONSES ⬇️

scientific article published on October 1, 2012

Model-Free Feature Screening for Ultrahigh Dimensional Discriminant Analysis

scientific article

Model-Free Feature Screening for Ultrahigh-Dimensional Data ⬇️

scientific article published on January 1, 2011

Modeling complexity of EMA data: time-varying lagged effects of negative affect on smoking urges for subgroups of nicotine addiction.

scientific article

Modeling intensive longitudinal data with mixtures of nonparametric trajectories and time-varying effects

scientific article

Modeling nonlinear time-dependent treatment effects: an application of the generalized time-varying effect model (TVEM)

scientific article

NEW EFFICIENT ESTIMATION AND VARIABLE SELECTION METHODS FOR SEMIPARAMETRIC VARYING-COEFFICIENT PARTIALLY LINEAR MODELS

scientific article published on February 2011

NON-PARAMETRIC ESTIMATION UNDER STRONG DEPENDENCE

scientific article

New Local Estimation procedure for a Non-Parametric Regression Function for Longitudinal Data ⬇️

scientific article published on July 26, 2012

New variable selection methods for zero-inflated count data with applications to the substance abuse field

scientific article

Nicotine-dependence-varying effects of smoking events on momentary mood changes among adolescents

scientific article

Nonlinear Varying Coefficient Models with Applications to Studying Photosynthesis.

scientific article

Nonparametric Mixture of Regression Models

scientific article published on July 2013

One-step Sparse Estimates in Nonconcave Penalized Likelihood Models

scientific article published on August 2008

Partial linear varying multi-index coefficient model for integrative gene-environment interactions.

scientific article published on July 2016

Power-Enhanced Simultaneous Test of High-Dimensional Mean Vectors and Covariance Matrices with Application to Gene-Set Testing

scientific article published in 2022

Prediction-Based Structured Variable Selection through the Receiver Operating Characteristic Curves ⬇️

scientific article published on December 22, 2010

Prediction-based Termination Rule for Greedy Learning with Massive Data

scientific article

Quadratic inference functions for varying-coefficient models with longitudinal data

scientific article

Quantile Regression for Analyzing Heterogeneity in Ultra-high Dimension.

scientific article published on March 2012

Recent history functional linear models for sparse longitudinal data ⬇️

scientific article published on April 1, 2011

Regularization Parameter Selections via Generalized Information Criterion

scientific article

Regularized Quantile Regression and Robust Feature Screening for Single Index Models

scientific article published on January 2016

Robust estimation for partially linear models with large-dimensional covariates

scientific article

Robust neural network with applications to credit portfolio data analysis ⬇️

scientific article published on January 1, 2010

SEMIPARAMETRIC ESTIMATION OF CONDITIONAL HETEROSCEDASTICITY VIA SINGLE-INDEX MODELING.

scientific article published on July 2013

SEMIPARAMETRIC QUANTILE REGRESSION WITH HIGH-DIMENSIONAL COVARIATES.

scientific article published on October 2012

Statistical models for longitudinal zero-inflated count data with applications to the substance abuse field

scientific article

TIME-VARYING COEFFICIENT MODELS FOR JOINT MODELING BINARY AND CONTINUOUS OUTCOMES IN LONGITUDINAL DATA.

scientific article

Testing a single regression coefficient in high dimensional linear models

scientific article

Time-varying effect models for ordinal responses with applications in substance abuse research.

scientific article

Time-varying processes involved in smoking lapse in a randomized trial of smoking cessation therapies.

scientific article published on May 2014

Two-stage model for time varying effects of zero-inflated count longitudinal covariates with applications in health behaviour research

scientific article published on 26 October 2015

Two-stage model for time-varying effects of discrete longitudinal covariates with applications in analysis of daily process data.

scientific article

Uncovering multiple pathways to substance use: a comparison of methods for identifying population subgroups.

scientific article

Understanding the role of cessation fatigue in the smoking cessation process.

scientific article

Using the Time-Varying Effect Model (TVEM) to Examine Dynamic Associations between Negative Affect and Self Confidence on Smoking Urges: Differences between Successful Quitters and Relapsers ⬇️

scientific article published on June 1, 2012

VARIABLE SELECTION IN LINEAR MIXED EFFECTS MODELS

scientific article

Variable Selection for Screening Experiments ⬇️

scientific article published on January 1, 2009

Variable Selection in Measurement Error Models

scientific article

Variable Selection in Semiparametric Regression Modeling.

scientific article published in January 2008

Variable Selection using MM Algorithms

scientific article published in January 2005

Variable selection for multivariate failure time data

scientific article

Variable selection for partially linear models via partial correlation

scientific article published on 20 June 2018

Weighted Quantile Regression for AR model with Infinite Variance Errors.

scientific article published on 9 July 2012

Weighted Wilcoxon-type smoothly clipped absolute deviation method

scientific article published on 18 July 2008

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