List of works - Lei Liu

A flexible model for the mean and variance functions, with application to medical cost data

scientific article

A flexible two-part random effects model for correlated medical costs

scientific article

A joint frailty model for survival and gap times between recurrent events.

scientific article published on June 2007

A joint model of recurrent events and a terminal event with a nonparametric covariate function

scientific article published on 12 July 2011

A likelihood reformulation method in non-normal random effects models

scientific article

A marginalized two-part Beta regression model for microbiome compositional data

article

A multi-level two-part random effects model, with application to an alcohol-dependence study

scientific article

A semiparametric joint model for terminal trend of quality of life and survival in palliative care research.

scientific article

A semiparametric recurrent events model with time-varying coefficients.

scientific article

A shared random effects model for censored medical costs and mortality.

scientific article

Analysis of longitudinal data in the presence of informative observational times and a dependent terminal event, with application to medical cost data

scientific article

Brain connectivity alteration detection via matrix-variate differential network model

scientific article published on 23 August 2020

Buffering airway acid decreases exhaled nitric oxide in asthma.

scientific article

Can serotonin transporter genotype predict craving in alcoholism?

scientific article

Changes in exhaled nitric oxide and breath pH during fluticasone wean in asthma

scientific article

Comments on ‘A hierarchical zero-inflated log-normal model for skewed responses’

article

Contribution of enteric infection, altered intestinal barrier function, and maternal malnutrition to infant malnutrition in Bangladesh

scientific article

Detecting Dysglycemia Using the 2015 United States Preventive Services Task Force Screening Criteria: A Cohort Analysis of Community Health Center Patients

scientific article

Determinants of exhaled breath condensate pH in a large population with asthma

scientific article

Effects of acute topiramate dosing on methamphetamine-induced subjective mood

scientific article

Effects of topiramate on methamphetamine-induced changes in attentional and perceptual-motor skills of cognition in recently abstinent methamphetamine-dependent individuals

scientific article

Estimation of the distribution of longitudinal biomarker trajectories prior to disease progression

scientific article published on 06 January 2019

Evaluation of Rapid Antigen Point-of-Care Tests for Detection of Giardia and Cryptosporidium Species in Human Fecal Specimens ⬇️

scientific article published on November 9, 2011

Exploring causality mechanism in the joint analysis of longitudinal and survival data

scientific article published on 07 June 2018

Hsp 70/Hsp 90 organizing protein as a nitrosylation target in cystic fibrosis therapy

scientific article

Increased systemic inflammation overnight correlates with insulin resistance among children evaluated for obstructive sleep apnea

scientific article

Joint analysis of multi-level repeated measures data and survival: an application to the end stage renal disease (ESRD) data

scientific article

Joint model of recurrent events and a terminal event with time-varying coefficients.

scientific article published on 27 November 2013

Joint modeling longitudinal semi-continuous data and survival, with application to longitudinal medical cost data

scientific article

Malnutrition and helminth infection affect performance of an interferon gamma-release assay

scientific article

Mediation effect selection in high-dimensional and compositional microbiome data

scientific article published on 17 November 2020

Mouse spinal cord compression injury is reduced by either activation of the adenosine A2A receptor on bone marrow-derived cells or deletion of the A2A receptor on non-bone marrow-derived cells.

scientific article

Obtaining the optimal dose in alcohol dependence studies

scientific article

Optimal designs in three-level cluster randomized trials with a binary outcome

scientific article published on 04 June 2019

Oral polio vaccine response in breast fed infants with malnutrition and diarrhea

scientific article

Penalized likelihood estimation for semiparametric mixed models, with application to alcohol treatment research ⬇️

scientific article published on July 26, 2012

Percentage of subjects with no heavy drinking days: evaluation as an efficacy endpoint for alcohol clinical trials

scientific article published on December 2010

Pharmacogenetic approach at the serotonin transporter gene as a method of reducing the severity of alcohol drinking

scientific article

Precision medicine: Subgroup identification in longitudinal trajectories

scientific article published on 19 February 2020

Quality of life in chronic kidney disease (CKD): a cross-sectional analysis in the Renal Research Institute-CKD study

scientific article published in April 2005

Random forests of interaction trees for estimating individualized treatment effects in randomized trials

article

Risk factors for symptomatic hyponatraemia: the role of pre-existing asymptomatic hyponatraemia

scientific article

S-nitrosoglutathione reductase in human lung cancer

scientific article

S-nitrosylating agents: a novel class of compounds that increase cystic fibrosis transmembrane conductance regulator expression and maturation in epithelial cells

scientific article

Sampling-based estimation for massive survival data with additive hazards model

scientific article published on 03 November 2020

Simultaneous cluster structure learning and estimation of heterogeneous graphs for matrix‐variate fMRI data

scientific article published in 2022

The association between postload plasma glucose levels and 38-year mortality risk of coronary heart disease: the prospective NHLBI Twin Study

scientific article published on 19 July 2013

The use of Gaussian quadrature for estimation in frailty proportional hazards models

scientific article

Topiramate for the treatment of cocaine addiction: a randomized clinical trial.

scientific article

Topiramate's effects on cocaine-induced subjective mood, craving and preference for money over drug taking

scientific article

Trajectory analyses in alcohol treatment research

scientific article

Transfer learning in high‐dimensional semiparametric graphical models with application to brain connectivity analysis

scientific article published in 2022

Ultra-high dimensional variable selection with application to normative aging study: DNA methylation and metabolic syndrome.

scientific article

Variable selection for random effects two-part models

scientific article published on 13 July 2018

Variable selection in joint frailty models of recurrent and terminal events

scientific article published on 24 February 2020

List of works by Lei Liu

A flexible model for the mean and variance functions, with application to medical cost data

A flexible two-part random effects model for correlated medical costs

A joint frailty model for survival and gap times between recurrent events.

A joint model of recurrent events and a terminal event with a nonparametric covariate function

A likelihood reformulation method in non-normal random effects models

A marginalized two-part Beta regression model for microbiome compositional data

A multi-level two-part random effects model, with application to an alcohol-dependence study

A semiparametric joint model for terminal trend of quality of life and survival in palliative care research.

A semiparametric recurrent events model with time-varying coefficients.

A shared random effects model for censored medical costs and mortality.

Analysis of longitudinal data in the presence of informative observational times and a dependent terminal event, with application to medical cost data

Brain connectivity alteration detection via matrix-variate differential network model

Buffering airway acid decreases exhaled nitric oxide in asthma.

Can serotonin transporter genotype predict craving in alcoholism?

Changes in exhaled nitric oxide and breath pH during fluticasone wean in asthma

Comments on ‘A hierarchical zero-inflated log-normal model for skewed responses’

Contribution of enteric infection, altered intestinal barrier function, and maternal malnutrition to infant malnutrition in Bangladesh

Detecting Dysglycemia Using the 2015 United States Preventive Services Task Force Screening Criteria: A Cohort Analysis of Community Health Center Patients

Determinants of exhaled breath condensate pH in a large population with asthma

Effects of acute topiramate dosing on methamphetamine-induced subjective mood

Effects of topiramate on methamphetamine-induced changes in attentional and perceptual-motor skills of cognition in recently abstinent methamphetamine-dependent individuals

Estimation of the distribution of longitudinal biomarker trajectories prior to disease progression

Evaluation of Rapid Antigen Point-of-Care Tests for Detection of Giardia and Cryptosporidium Species in Human Fecal Specimens ⬇️

Exploring causality mechanism in the joint analysis of longitudinal and survival data

Hsp 70/Hsp 90 organizing protein as a nitrosylation target in cystic fibrosis therapy

Increased systemic inflammation overnight correlates with insulin resistance among children evaluated for obstructive sleep apnea

Joint analysis of multi-level repeated measures data and survival: an application to the end stage renal disease (ESRD) data

Joint model of recurrent events and a terminal event with time-varying coefficients.

Joint modeling longitudinal semi-continuous data and survival, with application to longitudinal medical cost data

Malnutrition and helminth infection affect performance of an interferon gamma-release assay

Mediation effect selection in high-dimensional and compositional microbiome data

Mouse spinal cord compression injury is reduced by either activation of the adenosine A2A receptor on bone marrow-derived cells or deletion of the A2A receptor on non-bone marrow-derived cells.

Obtaining the optimal dose in alcohol dependence studies

Optimal designs in three-level cluster randomized trials with a binary outcome

Oral polio vaccine response in breast fed infants with malnutrition and diarrhea

Penalized likelihood estimation for semiparametric mixed models, with application to alcohol treatment research ⬇️

Percentage of subjects with no heavy drinking days: evaluation as an efficacy endpoint for alcohol clinical trials

Pharmacogenetic approach at the serotonin transporter gene as a method of reducing the severity of alcohol drinking

Precision medicine: Subgroup identification in longitudinal trajectories

Quality of life in chronic kidney disease (CKD): a cross-sectional analysis in the Renal Research Institute-CKD study

Random forests of interaction trees for estimating individualized treatment effects in randomized trials

Risk factors for symptomatic hyponatraemia: the role of pre-existing asymptomatic hyponatraemia

S-nitrosoglutathione reductase in human lung cancer

S-nitrosylating agents: a novel class of compounds that increase cystic fibrosis transmembrane conductance regulator expression and maturation in epithelial cells

Sampling-based estimation for massive survival data with additive hazards model

Simultaneous cluster structure learning and estimation of heterogeneous graphs for matrix‐variate fMRI data

The association between postload plasma glucose levels and 38-year mortality risk of coronary heart disease: the prospective NHLBI Twin Study

The use of Gaussian quadrature for estimation in frailty proportional hazards models

Topiramate for the treatment of cocaine addiction: a randomized clinical trial.

Topiramate's effects on cocaine-induced subjective mood, craving and preference for money over drug taking

Trajectory analyses in alcohol treatment research

Transfer learning in high‐dimensional semiparametric graphical models with application to brain connectivity analysis

Ultra-high dimensional variable selection with application to normative aging study: DNA methylation and metabolic syndrome.

Variable selection for random effects two-part models

Variable selection in joint frailty models of recurrent and terminal events