List of works - Youngjo Lee

A Hierarchical Generalized Linear Model in Combination with Dispersion Modeling to Improve Sib-Pair Linkage Analysis.

scientific article

A Methodological Perspective on the Longitudinal Cognitive Change after Stroke

scientific article published on 26 January 2018

A Selection Operator for Summary Association Statistics Reveals Allelic Heterogeneity of Complex Traits

scientific article published on 30 November 2017

A post hoc analysis of intra-subject coefficients of variation in pharmacokinetic measures to calculate optimal sample sizes for bioequivalence studies

scientific article published on 16 March 2018

A post hoc analysis of intra-subject coefficients of variation in pharmacokinetic measures to calculate optimal sample sizes for bioequivalence studies

scientific article published on 20 December 2017

Analysis of clustered competing risks data using subdistribution hazard models with multivariate frailties

scientific article

Analysis of ulcer data using hierarchical generalized linear models

scientific article

Are there spatial and temporal correlations in the incidence distribution of scrub typhus in Korea?

scientific article published on February 2013

Association between fever pattern and clinical manifestations of adult-onset Still's disease: unbiased analysis using hierarchical clustering

scientific article published on 14 November 2018

Associations of personality and clinical characteristics with excessive Internet and smartphone use in adolescents: A structural equation modeling approach

scientific article published on 28 May 2020

Automatic detection of significant areas for functional data with directional error control

scientific article published on 17 September 2018

CREDO: Highly confident disease-relevant A-to-I RNA-editing discovery in breast cancer

scientific article published on 25 March 2019

Characterizing Sums of Squares by Their Distributions

Cluster-specific nonignorably missing, endogenous, and continuous regressors in multilevel model for binary outcome

scientific article published on 25 September 2019

Clustering with varying risks of false assignments in discrete latent variable model

scientific article published on 27 March 2020

Collective intelligence ratio

scientific article published on 8 March 2011

Comparison of the modified unbounded penalty and the LASSO to select predictive genes of response to chemotherapy in breast cancer

scientific article published in PLoS ONE

Corrigendum to “Are There Spatial and Temporal Correlations in the Incidence of distribution of Scrub Typhus in Korea?” [Volume 4, Issue 1, February 2013, Pages 39–44]

scholarly article published in Osong Public Health and Research Perspectives

Data Analysis Using Hierarchical Generalized Linear Models With R

Determinants of hospital closure in South Korea: use of a hierarchical generalized linear model

scientific article

Dispersion frailty models and HGLMs

scientific article published on 01 April 2006

Distinct patterns of Internet and smartphone-related problems among adolescents by gender: Latent class analysis

scientific article published on 23 May 2018

Effects of Internet and Smartphone Addictions on Depression and Anxiety Based on Propensity Score Matching Analysis.

scientific article published on 25 April 2018

Employing long short-term memory and Facebook prophet model in air temperature forecasting

Extended likelihood approach to multiple testing with directional error control under a hidden Markov random field model

article

Extended negative binomial hurdle models

scientific article published on 11 April 2018

Frailty modeling for clustered competing risks data with missing cause of failure

scientific article

Frailty modelling approaches for semi-competing risks data

scientific article published on 07 February 2019

Genetic mixed linear models for twin survival data

scientific article

H-likelihood approach for joint modeling of longitudinal outcomes and time-to-event data.

scientific article

HGLM versus conditional estimators for the analysis of clustered binary data

scientific article

Hierarchical-likelihood approach for mixed linear models with censored data

scientific article

Improved multisite stochastic weather generation with applications to historical data in South Korea

article

Interval estimation of random effects in proportional hazards models with frailties ⬇️

scientific article published on January 29, 2013

Investigation of Correlated Internet and Smartphone Addiction in Adolescents: Copula Regression Analysis

scientific article published on 11 August 2020

Korean, Japanese, and Chinese populations featured similar genes encoding drug-metabolizing enzymes and transporters: a DMET Plus microarray assessment

scientific article published on 01 October 2014

Marginal versus conditional beta-binomial regression models.

scientific article published in January 2017

Model selection for multi-component frailty models

scientific article published on 01 November 2007

Multilevel mixed linear models for survival data

scientific article

Optimal likelihood-ratio multiple testing with application to Alzheimer's disease and questionable dementia

scientific article published on 30 January 2015

Retraction and Republication: A post hoc analysis of intra-subject coefficients of variation in pharmacokinetic measures to calculate optimal sample sizes for bioequivalence studies

scientific article published on 16 March 2018

Robust ascertainment-adjusted parameter estimation

scientific article published on 01 July 2005

Robust estimation in mixed linear models with non-monotone missingness

scientific article published on 01 November 2006

Robust functional regression model for marginal mean and subject-specific inferences

scientific article published in January 2017

Robust inference using hierarchical likelihood approach for heavy-tailed longitudinal outcomes with missing data: An alternative to inverse probability weighted generalized estimating equations

article

Sparse Canonical Covariance Analysis for High-throughput Data

Sparse estimation of gene-gene interactions in prediction models

scientific article published on 11 August 2015

Sparse partial least-squares regression and its applications to high-throughput data analysis

article

Sparse partial least-squares regression for high-throughput survival data analysis

scientific article

Spatial and Temporal Distribution of Plasmodium vivax Malaria in Korea Estimated with a Hierarchical Generalized Linear Model

scientific article published on December 2012

Spatial modeling of data with excessive zeros applied to reindeer pellet-group counts

scientific article

Super-sparse principal component analyses for high-throughput genomic data

scientific article

Variable selection in subdistribution hazard frailty models with competing risks data

scientific article

Volume entropy for modeling information flow in a brain graph

scientific article published in Scientific Reports

List of works by Youngjo Lee

A Hierarchical Generalized Linear Model in Combination with Dispersion Modeling to Improve Sib-Pair Linkage Analysis.

A Methodological Perspective on the Longitudinal Cognitive Change after Stroke

A Selection Operator for Summary Association Statistics Reveals Allelic Heterogeneity of Complex Traits

A post hoc analysis of intra-subject coefficients of variation in pharmacokinetic measures to calculate optimal sample sizes for bioequivalence studies

A post hoc analysis of intra-subject coefficients of variation in pharmacokinetic measures to calculate optimal sample sizes for bioequivalence studies

Analysis of clustered competing risks data using subdistribution hazard models with multivariate frailties

Analysis of ulcer data using hierarchical generalized linear models

Are there spatial and temporal correlations in the incidence distribution of scrub typhus in Korea?

Association between fever pattern and clinical manifestations of adult-onset Still's disease: unbiased analysis using hierarchical clustering

Associations of personality and clinical characteristics with excessive Internet and smartphone use in adolescents: A structural equation modeling approach

Automatic detection of significant areas for functional data with directional error control

CREDO: Highly confident disease-relevant A-to-I RNA-editing discovery in breast cancer

Characterizing Sums of Squares by Their Distributions

Cluster-specific nonignorably missing, endogenous, and continuous regressors in multilevel model for binary outcome

Clustering with varying risks of false assignments in discrete latent variable model

Collective intelligence ratio

Comparison of the modified unbounded penalty and the LASSO to select predictive genes of response to chemotherapy in breast cancer

Corrigendum to “Are There Spatial and Temporal Correlations in the Incidence of distribution of Scrub Typhus in Korea?” [Volume 4, Issue 1, February 2013, Pages 39–44]

Data Analysis Using Hierarchical Generalized Linear Models With R

Determinants of hospital closure in South Korea: use of a hierarchical generalized linear model

Dispersion frailty models and HGLMs

Distinct patterns of Internet and smartphone-related problems among adolescents by gender: Latent class analysis

Effects of Internet and Smartphone Addictions on Depression and Anxiety Based on Propensity Score Matching Analysis.

Employing long short-term memory and Facebook prophet model in air temperature forecasting

Extended likelihood approach to multiple testing with directional error control under a hidden Markov random field model

Extended negative binomial hurdle models

Frailty modeling for clustered competing risks data with missing cause of failure

Frailty modelling approaches for semi-competing risks data

Genetic mixed linear models for twin survival data

H-likelihood approach for joint modeling of longitudinal outcomes and time-to-event data.

HGLM versus conditional estimators for the analysis of clustered binary data

Hierarchical-likelihood approach for mixed linear models with censored data

Improved multisite stochastic weather generation with applications to historical data in South Korea

Interval estimation of random effects in proportional hazards models with frailties ⬇️

Investigation of Correlated Internet and Smartphone Addiction in Adolescents: Copula Regression Analysis

Korean, Japanese, and Chinese populations featured similar genes encoding drug-metabolizing enzymes and transporters: a DMET Plus microarray assessment

Marginal versus conditional beta-binomial regression models.

Model selection for multi-component frailty models

Multilevel mixed linear models for survival data

Optimal likelihood-ratio multiple testing with application to Alzheimer's disease and questionable dementia

Retraction and Republication: A post hoc analysis of intra-subject coefficients of variation in pharmacokinetic measures to calculate optimal sample sizes for bioequivalence studies

Robust ascertainment-adjusted parameter estimation

Robust estimation in mixed linear models with non-monotone missingness

Robust functional regression model for marginal mean and subject-specific inferences

Robust inference using hierarchical likelihood approach for heavy-tailed longitudinal outcomes with missing data: An alternative to inverse probability weighted generalized estimating equations

Sparse Canonical Covariance Analysis for High-throughput Data

Sparse estimation of gene-gene interactions in prediction models

Sparse partial least-squares regression and its applications to high-throughput data analysis

Sparse partial least-squares regression for high-throughput survival data analysis

Spatial and Temporal Distribution of Plasmodium vivax Malaria in Korea Estimated with a Hierarchical Generalized Linear Model

Spatial modeling of data with excessive zeros applied to reindeer pellet-group counts

Super-sparse principal component analyses for high-throughput genomic data

Variable selection in subdistribution hazard frailty models with competing risks data

Volume entropy for modeling information flow in a brain graph