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Email

wei.huang@unimelb.edu.au

Credentials


Position
Senior Lecturer in Mathematical Statistics
School of Mathematics and Statistics
Education
Doctorate
University of Melbourne
ORCID

0000-0002-5691-7411

Dr Wei Huang

Senior Lecturer in Mathematical Statistics
School of Mathematics and Statistics

17 Scholarly works
3 Projects

HIGHLIGHTS

  • 2026

    Research grants (ARC, NHMRC, MRFF)

    Unravelling Community Assembly Rules to Understand Biodiversity Maintenance
  • 2026

    Journal article

    Nonparametric Quantile Regression and Uniform Inference with Unknown Error Distribution
    DOI: 10.1080/07350015.2025.2486009
  • 2025

    Research grants (ARC, NHMRC, MRFF)

    Enhancing Inference From Large-Scale Surveys Using Neural Networks
  • 2025

    Research grants (other domestic)

    Enhancing Inference From Large-Scale Surveys Using Neural Networks
  • 2025

    Journal article

    Causal Effect of Functional Treatment
  • 2025

    Journal article

    Estimation and Inference for Extreme Continuous Treatment Effects
    DOI: 10.1080/07350015.2024.2430293
  • 2025

    Conference Proceedings

    Projection Pursuit Density Ratio Estimation
Wei Huang

RECENT SCHOLARLY WORKS

  • 2024

    Journal article

    Estimation and testing of kink regression model with endogenous regressors
    DOI: 10.1007/s00180-023-01429-2
  • 2024

    Journal article

    Identifiability and Asymptotics in Learning Homogeneous Linear ODE Systems from Discrete Observations
  • 2024

    Conference Proceedings

    A VARIATIONAL FRAMEWORK FOR ESTIMATING CONTINUOUS TREATMENT EFFECTS WITH MEASUREMENT ERROR
  • 2024

    Journal article

    Nonparametric estimation of mediation effects with a general treatment
    DOI: 10.1080/07474938.2024.2314092
  • 2024

    Conference Proceedings

    Projection Pursuit Based Density Ratio Estimation
    DOI: 10.1109/ICDMW65004.2024.00112
  • 2024

    Conference Proceedings

    Identifiability Analysis of Linear ODE Systems with Hidden Confounders

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