Jae Youn Ahn

About Jae Youn Ahn

Jae Youn Ahn, With an exceptional h-index of 10 and a recent h-index of 9 (since 2020), a distinguished researcher at Ewha Womans University, specializes in the field of Dependence Modeling, Actuarial Science, Insurance, Risk Management.

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

Stochastic monotone wing property: A new dependence structure for copulas

DR-LSTM: Dimension reduction based deep learning approach to predict stock price

Predictive analysis in insurance: An application of generalized linear mixed models

A Classification of Observation-Driven State-Space Count Models for Panel Data

A simple Bayesian state-space approach to the collective risk models

Estimating home fire severity with statistical distributions

Designing a Bonus-Malus system reflecting the claim size under the dependent frequency–severity model

On the ordering of credibility factors

Jae Youn Ahn Information

University

Position

Associate Professor Department of Statistics

Citations(all)

332

Citations(since 2020)

268

Cited By

168

hIndex(all)

10

hIndex(since 2020)

9

i10Index(all)

10

i10Index(since 2020)

9

Email

University Profile Page

Google Scholar

Jae Youn Ahn Skills & Research Interests

Dependence Modeling

Actuarial Science

Insurance

Risk Management

Top articles of Jae Youn Ahn

Title

Journal

Author(s)

Publication Date

Stochastic monotone wing property: A new dependence structure for copulas

Fuzzy Sets and Systems

Rosy Oh

Jae Youn Ahn

2024/5/15

DR-LSTM: Dimension reduction based deep learning approach to predict stock price

Communications for Statistical Applications and Methods

Ah-ram Lee

Jae Youn Ahn

Ji Eun Choi

Kyongwon Kim

2024/3/31

Predictive analysis in insurance: An application of generalized linear mixed models

Communications for Statistical Applications and Methods

Rosy Oh

Nayoung Woo

Jae Keun Yoo

Jae Youn Ahn

2023/9/30

A Classification of Observation-Driven State-Space Count Models for Panel Data

arXiv preprint arXiv:2308.16058

Jae Youn Ahn

Himchan Jeong

Yang Lu

Mario V Wüthrich

2023/8/30

A simple Bayesian state-space approach to the collective risk models

Scandinavian Actuarial Journal

Jae Youn Ahn

Himchan Jeong

Yang Lu

2023/5/28

Estimating home fire severity with statistical distributions

The Korean Journal of Applied Statistics

Yunjung Park

Inha Song

Soyoun Lee

Kwang Hyun Nam

Rosy Oh

...

2023

Designing a Bonus-Malus system reflecting the claim size under the dependent frequency–severity model

Probability in the Engineering and Informational Sciences

Rosy Oh

Joseph HT Kim

Jae Youn Ahn

2022/10

On the ordering of credibility factors

Insurance: Mathematics and Economics

Jae Youn Ahn

Himchan Jeong

Yang Lu

2021/11/1

Bayesian analysis of multivariate crash counts using copulas

Accident Analysis & Prevention

Eun Sug Park

Rosy Oh

Jae Youn Ahn

Man-Suk Oh

2021/1/1

A multi-year microlevel collective risk model

Insurance: Mathematics and Economics

Rosy Oh

Himchan Jeong

Jae Youn Ahn

Emiliano A Valdez

2021/9/1

A copula transformation in multivariate mixed discrete-continuous models

Fuzzy Sets and Systems

Jae Youn Ahn

Sebastian Fuchs

Rosy Oh

2021/7/15

Optimal relativities in a modified Bonus-Malus system with long memory transition rules and frequency-severity dependence

arXiv preprint arXiv:2106.00911

Jae Youn Ahn

Eric CK Cheung

Rosy Oh

Jae-Kyung Woo

2021/6/2

On copula-based collective risk models: from elliptical copulas to vine copulas

Scandinavian Actuarial Journal

Rosy Oh

Jae Youn Ahn

Woojoo Lee

2021/1/2

Predictive risk analysis using a collective risk model: Choosing between past frequency and aggregate severity information

Insurance: Mathematics and Economics

Rosy Oh

Youngju Lee

Dan Zhu

Jae Youn Ahn

2021/1/1

The Poisson random effect model for experience ratemaking: Limitations and alternative solutions

Insurance: Mathematics and Economics

Woojoo Lee

Jeonghwan Kim

Jae Youn Ahn

2020/3/1

On structural properties of an asymmetric copula family and its statistical implication

Fuzzy Sets and Systems

Woojoo Lee

Mijeong Kim

Jae Youn Ahn

2020/8/15

Double-counting problem of the bonus–malus system

Insurance: Mathematics and Economics

Rosy Oh

Kyung Suk Lee

Sojung C Park

Jae Youn Ahn

2020/7/1

Bonus-malus premiums under the dependent frequency-severity modeling

Scandinavian Actuarial Journal

Rosy Oh

Peng Shi

Jae Youn Ahn

2020/3/15

On minimal copulas under the concordance order

Journal of Optimization Theory and Applications

Jae Youn Ahn

Sebastian Fuchs

2020/3

See List of Professors in Jae Youn Ahn University(Ewha Womans University)

Co-Authors

academic-engine