Hou, Hung-Hua 侯閎鏵 Statistics | Data Science

Taiwan | Phone : (+886) 903933131 | Email : [email protected]

Github : https://github.com/scabiesdick

Education

National Cheng Kung University 2022.09 - 2024.08

Master | major : Statistics | Professor: Wan-Lun Wang
Research Topic : Maximum Likelihood Estimation for Finite Mixtures of Multivariate Slash Censored Regression Models

National University of Kaohsiung 2016.09 - 2021.01

Bachelor | major : Finance

Skills

Statistics & Computing

Programming: R, Python.
Modeling: (Generalized) Linear Model, Machine Learning, Reliability Statistical analysis, Multivariate analysis, Censor Regression.

English

TOEIC 625

Working Experience

National Cheng Kung University

Teaching Assistant 2022.9-2024.6
- Statistics | Applied Probability | Nonparametric statistics
- Maintaining classroom discipline, grading assignments, and monitoring examinations.
Research assistant 2022.9-2023.6
- PLS-SEM of SmartPLS performs data analysis
- Project: AR reality affects purchase intention, and dependence on smartphones affects parent-child communication.

Projects

Kaggle competition

Competition: Optiver - Trading at the close
Closing price is a key indicator of market performance. For pre-processing and feature engineering, use LightGBM + XGBoost. The models formed after separate training are recorded in the list to form a new model.

Statistical consulting

Case: The effect of medical Taiwanese language ability on medical treatment
Study what factors are related to "the use of medical Taiwanese in medical procedures has a positive impact". Use SEM models to obtain analysis results and follow-up research directions.