8000 ruoxut (Ruoxu Tan) · GitHub
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ruoxut/README.md
  • 👋 Hi, I’m @ruoxut
  • 👀 I’m broadly interested in developing statistical methodology in the fields including
  • causal inference / missing data analysis;
  • functional data analysis;
  • manifold data analysis / manifold learning.
  • 🌱 I’m sharing my (simulation) code used in my papers here.

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  1. FunctionalTreatment FunctionalTreatment Public

    Code to reproduce the simulation results of the FSW, OR, DR and FLR in Tan R., Huang W., Zhang Z. and Yin G. (2025). Causal effect of functional treatment. Journal of Machine Learning Research, 26,…

    MATLAB

  2. FunctionalManifoldLearning FunctionalManifoldLearning Public

    Simulation code for Tan, R., Zang, Y. and Yin, G. (2024). Nonlinear dimension reduction for functional data with application to clustering. Statistica Sinica, 34, 1391-1412.

    MATLAB 1

  3. GroupTestingMissingD GroupTestingMissingD Public

    Simulation code for Delaigle, A. and Tan, R. (2024). Group testing regression analysis with missing data and imperfect tests. Statistica Sinica, 34, 201-228.

    R

  4. GroupTestingBothMissing GroupTestingBothMissing Public

    Simulation code for Delaigle, A. and Tan, R. (2023). Group testing regression analysis with covariates and specimens subject to missingness. Statistics in Medicine. 42(6), 731-744.

    MATLAB 1

  5. loclin loclin Public

    Local linear (quadratic) regression estimator with one-d covariate.

    MATLAB

  6. MissingBothXY MissingBothXY Public

    Simulation code for Tan, R. (2023). Nonparametric regression with nonignorable missing covariates and outcomes using bounded inverse weighting. Journal of Nonparametric Statistics, 35, 927-946.

    MATLAB

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