Profile Details

Create Project

★★★★★

☆☆☆☆☆

USD 65 /hr

★★★★★

☆☆☆☆☆

Hire Dr. YI FAN T.

Taiwan

USD 65 /hr

PhD Quantitative Researcher specializing in Statistical Analysis | Econometrics and Data Analysis with Python and R |

Profile Summary

I am a PhD quantitative researcher specializing in statistical analysis, econometrics, and applied machine learning, with strong programming skills in Python and R. My work focuses on turning complex data into rigorous, reproducible, and defensible results. I have hands-on expertise in regression and causal inference, panel and time-series modeling, hypothesis testing, and advanced methods including Bayesian inference, Hidden Markov Models, and Gaussian Process Regression, alongside spatial econometrics and geographic data analysis. I am also experienced in data cleaning, predictive modeling, and publication-quality data visualization. My research includes a comparative econometric study of housing-price spillover effects around major semiconductor industrial clusters, using spatial and time-series methods, as well as a Bayesian and Gaussian Process Regression optimization framework for energy management based on real operational data. I currently study Finance at National Changhua University of Education. My methods are domain-agnostic and apply across economics, finance, real estate, social science, and policy research, and I place a high priority on methodological rigor and verifiable, reproducible analysis. I am a native Traditional Chinese (zh-TW) speaker, fluent in academic English.

Subject Matter Expertise

• ☆ Data Analysis
• ☆ Predictive Modeling & Analytics
• ☆ Machine Learning
• ☆ Business Analytics
• ☆ Development Economics
• ☆ Python
• ☆ Business Finance
• ☆ Econometrics

Services

• Writing
• Research
• Data & AI

Writing Technical Writing, General Proofreading & Editing, Translation

Research Meta-Research, Fact Checking, Scientific and Technical Research, Systematic Literature Review, Secondary Data Collection

Data & AI Predictive Modeling, Statistical Analysis

Work Experience

General affairs

YEE MING TING CO., LTD

May 2011 - June 2013

Deputy Manager

GETAC CO., LTD

March 2007 - April 2010

Deputy plant manager

CHANG SHIOU Daily necessities CO., LTD

June 2004 - December 2006

The section manager of assembling section

LI SEN CO., LTD

July 2001 - May 2004

Chief of plastic molded section

ABOSS TECHNOLOGY CO., LTD

March 1998 - May 2001

Education

Doctor ( Department of Finance)

National Changhua University of Education

September 2025 - September 2030

MBA ( Department of International Business Studies)

National Chi Nan University

September 2016 - November 2019

BA (Department of Business Administration)

National Taichung University of Science and Technology

September 2014 - June 2016

Certifications

• TESOL

  Global Launch at Arizona State University presents

  June 2020 - January 2026

Publications

JOURNAL ARTICLE

Yi-Fan Tasi(2025), Comparison of the Cluster of the Automobile Industry between Taiwan and Japan, Journal of Technology Management，30(1), 119-147 .

10.6837/ncnu201900285 .