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张理想 · Lixiang Zhang

Statistics student at Soochow University

Personal archive · Selected work

About

I study Statistics at Soochow University and expect to graduate in 2027. My current interests are statistical inference, computational statistics, spatial data, and survey research.

The website has a short introduction, selected projects, and notes.

Selected work

Project Focus Scope
Suzhou EV Charging User Satisfaction Survey EV charging cost, service quality, access, and app use Team project; methods and data boundary
Low-Altitude Tourism Demand in the Yangtze River Delta Survey design, public-text review, and demand modeling Project lead; design and contribution
Digital Economy and New Quality Productive Forces Provincial panel research design Competition project; verification boundary

Interests

  • Statistical inference and probabilistic modeling
  • Computational statistics and reproducible workflows
  • Spatial and panel-data analysis
  • Survey research, consumer insight, and data-informed decisions

Tools

Python · R · MATLAB · Julia · SAS · Statistical Modeling · Data Analysis

Working notes

  • State the question, data source, and model before discussing results.
  • Check assumptions and diagnostics with the result.
  • Keep restricted data and unverified code out of public repositories.

Statistics, research practice, and data projects.

About

Statistics student focused on reproducible research and data projects.

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