Seongbaek Yi

Pukyong National University — South Korea

Mathematics · Physical Sciences

6h-index213citations35works0.02yr avg
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Research Topics

Advanced Statistical Methods and Models(8), Statistical Methods and Inference(6), Neural Networks and Applications(3), Control Systems and Identification(3), Statistical Methods and Bayesian Inference(2)

Publications35 total

Hearing recovery prediction and prognostic factors of idiopathic sudden sensorineural hearing loss: a retrospective analysis with a deep neural network model
Brazilian Journal of Otorhinolaryngology·2023· 11 citedOpen Access
Development of data science teaching method: R and Python-centered
Journal of the Korean Data and Information Science Society·2023
Comparison of the sensitivities of crustacean species to recombinant Photorhabdus insect-related (Pir) toxins of acute hepatopancreatic necrosis disease-causing Vibrio parahaemolyticus
Crustaceana·2022
A comparison of normality testing methods by empirical power and distribution of <i>P</i> -values
Communications in Statistics - Simulation and Computation·2021· 21 citedOpen Access
Predicting hearing recovery following treatment of idiopathic sudden sensorineural hearing loss with machine learning models
American Journal of Otolaryngology·2021· 34 cited
Correct interpretation of kurtosis
Journal of the Korean Data and Information Science Society·2019
Normally approximated Bayesian credible interval of binomial proportion
Journal of the Korean Data and Information Science Society·2019· 1 cited
Graphical exploratory data analysis for ball games in sports
Journal of the Korean Data and Information Science Society·2016
The information value of credit rating withdrawals
International Journal of Bonds and Derivatives·2016
Frequentist nonparametric goodness-of-fit tests via marginal likelihood ratios
Computational Statistics & Data Analysis·2015· 3 cited
An application of mutual information in mathematical statistics education
Journal of the Korean Data and Information Science Society·2015Open Access
Some Examples of Constrained Optimal Experimental Design for Nonlinear Models
Korean Journal of Applied Statistics·2014
The Maximin Robust Design for the Uncertainty of Parameters of Michaelis-Menten Model
Korean Journal of Applied Statistics·2014· 2 citedOpen Access
비선형모형에 적용한 제약조건 최적실험의 예제들
2014
Michaelis-Menten 모형의 모수의 불확실성에 대한 Maximin 타입의 강건 실험
2014
DD-plot for Detecting the Out-of-Control State in Multivariate Process
Korean Journal of Applied Statistics·2013
다변량공정에서 이상상태를 탐지하기 위한 DD-plot
2013
연체율의 분석을 통한 효율적인 소상공인 금융지원에 대한 고찰
2012
Unsolicited Versus Solicited: Credit Ratings and Bond Yields
Journal of Financial Services Research·2012· 26 cited
The Study of Efficient Financial Support for Small Enterprise through the Analysis of the Loan Default Rate by Small Enterprise
중소기업연구·2012
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Frequent Co-authors

Dae‐Heung Jang(10), Taewoong Uhm(4), Jeffrey D. Hart(3), KimYoungIl(3), Sung‐Won Choi(2), Se‐Joon Oh(2), Soo‐Keun Kong(2), Hyun Min Lee(2), Yoon S. Shin(2), Taeryon Choi(2), Youngil Kim(2), You-Tay Lee(2), ByoungSeon Choi(2), Jae Eun Lee(1), Il Woo Lee(1), Seung Hun Han(1), William T. Moore(1), Tae Woong Uhm(1), Il‐Woo Lee(1), Lionel Sahabo(1)