Youngjo Lee

Youngjo Lee

Seoul National University

H-index: 44

Asia-South Korea

About Youngjo Lee

Youngjo Lee, With an exceptional h-index of 44 and a recent h-index of 27 (since 2020), a distinguished researcher at Seoul National University, specializes in the field of Generalized linear models, Hiearchical generalized linear models.

His recent articles reflect a diverse array of research interests and contributions to the field:

Enhanced laplace approximation

Joint AFT random-effect modeling approach for clustered competing-risks data

Development of Risk Tracking Model for Neurological Deterioration in Ischemic Stroke Based on Blood Pressure Dynamics

Philosophies, Puzzles and Paradoxes: A Statistician’s Search for Truth

Standard error estimates in hierarchical generalized linear models

The philosophy of statistics

Epistemic confidence in the observed confidence interval

H-likelihood approach to deep neural networks with temporal-spatial random effects for high-cardinality categorical features

Youngjo Lee Information

University

Position

Professor of Statistics

Citations(all)

9827

Citations(since 2020)

3646

Cited By

10232

hIndex(all)

44

hIndex(since 2020)

27

i10Index(all)

152

i10Index(since 2020)

81

Email

University Profile Page

Seoul National University

Google Scholar

View Google Scholar Profile

Youngjo Lee Skills & Research Interests

Generalized linear models

Hiearchical generalized linear models

Top articles of Youngjo Lee

Title

Journal

Author(s)

Publication Date

Enhanced laplace approximation

Journal of Multivariate Analysis

Jeongseop Han

Youngjo Lee

2024/4/26

Joint AFT random-effect modeling approach for clustered competing-risks data

Journal of Statistical Computation and Simulation

Lin Hao

Il Do Ha

Jong-Hyeon Jeong

Youngjo Lee

2024/3/2

Development of Risk Tracking Model for Neurological Deterioration in Ischemic Stroke Based on Blood Pressure Dynamics

medRxiv

Jihoon Kang

Maengseok Noh

Juneyoung Lee

Youngjo Lee

Hee-Joon Bae

2024

Philosophies, Puzzles and Paradoxes: A Statistician’s Search for Truth

Yudi Pawitan

Youngjo Lee

2024

Standard error estimates in hierarchical generalized linear models

Computational Statistics & Data Analysis

Shaobo Jin

Youngjo Lee

2024/1/1

The philosophy of statistics

Yudi Pawitan

Youngjo Lee

2024/5

Epistemic confidence in the observed confidence interval

Scandinavian Journal of Statistics

Yudi Pawitan

Hangbin Lee

Youngjo Lee

2023/12

H-likelihood approach to deep neural networks with temporal-spatial random effects for high-cardinality categorical features

Hangbin Lee

Youngjo Lee

2023/7/3

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

Communications in Statistics-Simulation and Computation

Toni Toharudin

Resa Septiani Pontoh

Rezzy Eko Caraka

Solichatus Zahroh

Youngjo Lee

...

2023/2/1

Subject-specific Deep Neural Networks for Count Data with High-cardinality Categorical Features

arXiv preprint arXiv:2310.11654

Hangbin Lee

Il Do Ha

Changha Hwang

Youngjo Lee

2023/10/18

Point Mass in the Confidence Distribution: Is it a Drawback or an Advantage?

arXiv preprint arXiv:2310.09960

Hangbin Lee

Youngjo Lee

2023/10/15

On the Statistical Foundations of H-likelihood for Unobserved Random Variables

arXiv preprint arXiv:2310.09955

Hangbin Lee

Jeongseop Han

Youngjo Lee

2023/10/15

Deep Neural Networks for Semiparametric Frailty Models via H-likelihood

arXiv preprint arXiv:2307.06581

Hangbin Lee

IL HA

Youngjo Lee

2023/7/13

Albatross analytics a hands-on into practice: statistical and data science application

Journal of Big Data

Rezzy Eko Caraka

Youngjo Lee

Jeongseop Han

Hangbin Lee

Maengseok Noh

...

2022/5/26

Emblems of the Sleep Societies Around the World

Sleep Medicine Research

Keun Tae Kim

Gholam K Motamedi

Yong Won Cho

2022/5/17

Understanding NO2 Concentration Dynamics within Tema Metropolitan Area of Ghana Using Generalized Linear Model

Atmosphere

Smart Asomaning Sarpong

Racheal Fosu Donkoh

Youngjo Lee

2022/1/7

Rejoinder: Confidence as Likelihood

Statistical Science

Yudi Pawitan

Youngjo Lee

2022/11

The impact of social media influencers Raffi Ahmad and Nagita Slavina on tourism visit intentions across millennials and zoomers using a hierarchical likelihood structural …

Sustainability

Rezzy Eko Caraka

Maengseok Noh

Youngjo Lee

Toni Toharudin

Yusra

...

2022/1/4

Maximum Likelihood Imputation

arXiv preprint arXiv:2207.09891

Jeongseop Han

Youngjo Lee

Jae Kwang Kim

2022/7/20

Clinical results after design modification of lospa total knee arthroplasty system: comparison between posterior-stabilized (PS) and PS plus types

Clinics in Orthopedic Surgery

Joong-Myung Lee

Cheungsoo Ha

Kyunghun Jung

Wonchul Choi

2022/6

See List of Professors in Youngjo Lee University(Seoul National University)

Co-Authors

H-index: 68
Jin Jang

Jin Jang

Kyung Hee University

H-index: 53
Kwyro Lee

Kwyro Lee

KAIST

H-index: 46
Jong-Hyeon Jeong

Jong-Hyeon Jeong

University of Pittsburgh

H-index: 44
Han-Youl Ryu

Han-Youl Ryu

Inha University

H-index: 28
Rezzy Eko Caraka

Rezzy Eko Caraka

Seoul National University

H-index: 24
Lars Rönnegård

Lars Rönnegård

Högskolan Dalarna

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