2021 | Fused Dimension Reduction for Multivariate Regression | 조유영 | Master's Thesis |
2021 | Predictive Analysis based on the Synthesized Data using Variational Auto Encoder | 김효정 | Master's Thesis |
2021 | A Study on the Minimum and Maximum Lifetimes under Stochastic Dependence | 이가경 | Master's Thesis |
2021 | Stochastic Comparison of System Lifetimes with Redundancy | 이다영 | Master's Thesis |
2021 | Predictive Analysis based on the Synthesized Data using AutoEncoder | 이아람 | Master's Thesis |
2021 | Predictive Analysis based on the Data Reproduction using Generative Adversarial Network | 최연우 | Master's Thesis |
2021 | Forecasting Stock Volatility Using Deep Learning Methods with Search Queries | 서영은 | Master's Thesis |
2021 | Traffic Flow Prediction in Seoul Metropolitan Area using Functional Principal Component Analysis | 박지아 | Master's Thesis |
2021 | Non-technical Explanation on GLMM and its Application to Predictive Analysis in Insurance | 우나영 | Master's Thesis |
2021 | Iterative Projection Approach of Fused Sliced Inverse Regression | 한효선 | Master's Thesis |
2020 | Comparison of Customer Personalized Item Recommendation Algorithms Based on E-Commerce Data | 정혜윤 | Master's Thesis |
2020 | Variable Selection using Bayesian Neural Network | 이다경 | Master's Thesis |
2020 | Asymptotic Behavior of Volatility in Nonstaionary Augmented GARCH(1, 1) Model with Stationary Mixing Errors | 김주영 | Master's Thesis |
2020 | A Hybrid Model Based on Fourier-ARIMA and LSTM for Seasonal Time Series Forecasting | 이남경 | Master's Thesis |
2020 | Empirical Study on Statistical Matching Methods | 전예리 | Master's Thesis |
2020 | New Visual Diagnostic Tools for Pharmacometric Models | 고명지 | Master's Thesis |
2020 | New Sampling Approach to Zero-Inflated Count Data Analysis | 김연정 | Master's Thesis |
2020 | Distinguishing internet gaming and alcohol use disorder based on QEEG | 김민지 | Master's Thesis |
2020 | Application of Likelihood Ratio Order | 문시온 | Master's Thesis |
2020 | A comparison study of survival data analysis with missing measurements of time-varying covariates | 김민정 | Master's Thesis |