statistics

Bayesian Approaches to High-Dimensional Long-Range-Dependent Time Series
Forecast high-dimensional long-memory time series using Bayesian Vector Heterogeneous Autoregressive (BVHAR) model
Last updated on Jan 4, 2025 project
Code Dataset
Bayesian Approaches to High-Dimensional Long-Range-Dependent Time Series
Coffee-ECG Experiment
Experiment about caffeine effect to ECG (average heart rate), based on Latin square design.
Last updated on Apr 26, 2024 project
Code Project Slides Dataset Appendix
Coffee-ECG Experiment
Causal Inference course project
Estimate propensity score using machine learning.
Last updated on Apr 26, 2024 project
PDF Code Project Slides
Causal Inference course project
ceshat: Nonparametric Estimation of CES
R package for SKKU nonparametric statistics course project.
Last updated on Nov 16, 2023 code
Project
ceshat: Nonparametric Estimation of CES
Nonparametric statistics course project
Estimate conditional value-at-risk and conditional expected shortfall in nonparametric way.
Last updated on Apr 26, 2024 project
PDF Code Project Slides
Nonparametric statistics course project
Regression Analysis
Bookdown for regression analysis. Based on STA5017, SKKU, spring2019.
Last updated on Nov 12, 2022 code
PDF
Regression Analysis
Statistical Computing
Bookdown for statistical computing. Based on STA5011, SKKU, Spring 2019.
Last updated on Nov 12, 2022 code
PDF
Statistical Computing