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Runze Li, PhD

    • 9510 Citations
    • 38 h-Index
    1993 …2021
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    Variable Selection Mathematics
    Varying Coefficient Model Mathematics
    Longitudinal Data Mathematics
    Screening Mathematics
    Covariates Mathematics
    Penalized Likelihood Mathematics
    Estimator Mathematics
    Quantile Regression Mathematics

    Network Recent external collaboration on country level. Dive into details by clicking on the dots.

    Projects 1996 2021

    Penn State Biomedical Big Data to Knowledge (B2D2K) Training Program

    Honavar, V. G., Ritchie, M. D., Li, R., Ritchie, M. D. & Broach, J.

    National Institutes of Health

    4/1/16 → 3/31/21

    Project: Research project

    Health
    Bioinformatics
    Statistics
    Information science
    Big data

    Center for Complex Data to Knowledge in Drug Abuse and HIV Behavioral Science

    Lanza, S. T., Bray, B. C., Li, R. & Collins, L. M.

    National Institutes of Health

    9/1/15 → 7/31/20

    Project: Research project

    drug abuse
    Substance-Related Disorders
    Behavioral Sciences
    HIV
    mentoring

    New Statistical Models for Intensive Longitudinal Data

    Li, R. & Dierker, L.

    National Institutes of Health

    9/26/07 → 7/31/12

    Project: Research project

    health
    drug use
    nicotine
    alcohol
    estimation procedure

    CTR FOR STUDY OF PREVENTION THROUGH INNOVATIVE METHODS

    Lanza, S. T., Collins, L. M., Li, R., Sayer, A., Zhen, L., Foster, E. M., Schafer, J., Murphy, S., Coffman, D. L. & Graham, J.

    National Institutes of Health

    5/1/96 → 8/31/16

    Project: Research project

    drug abuse
    HIV
    Substance-Related Disorders
    Research
    methodology

    Research Output 1993 2019

    Changes in healthcare expenditures after the autism insurance mandate

    Wang, L., Ma, J., Dholakia, R., Howells, C., Lu, Y., Chen, C., Li, R., Murray, M. & Leslie, D., Jan 1 2019, In : Research in Autism Spectrum Disorders. 57, p. 97-104 8 p.

    Research output: Contribution to journal › Article

    Autistic Disorder
    Health Expenditures
    Insurance
    Delivery of Health Care
    Insurance Carriers

    Feature screening in ultrahigh-dimensional varying-coefficient Cox model

    Yang, G., Zhang, L., Li, R. & Huang, Y., May 1 2019, In : Journal of Multivariate Analysis. 171, p. 284-297 14 p.

    Research output: Contribution to journal › Article

    Varying Coefficient Model
    Cox Model
    Screening
    Predictors
    Partial Likelihood
    1 Citation (Scopus)

    Linear hypothesis testing for high dimensional generalized linear models

    Shi, C., Song, R., Chen, Z. & Li, R., Jan 1 2019, In : Annals of Statistics. 47, 5, p. 2671-2703 33 p.

    Research output: Contribution to journal › Article

    Linear Hypothesis
    Generalized Linear Model
    Hypothesis Testing
    High-dimensional
    Partial

    Portal nodes screening for large scale social networks

    Zhu, X., Chang, X., Li, R. & Wang, H., Apr 1 2019, In : Journal of Econometrics. 209, 2, p. 145-157 13 p.

    Research output: Contribution to journal › Article

    Node
    Autoregression
    Social networks
    Screening
    Coefficients

    Sample average approximation with sparsity-inducing penalty for high-dimensional stochastic programming

    Liu, H., Wang, X., Yao, T., Li, R. & Ye, Y., Nov 1 2019, In : Mathematical Programming. 178, 1-2, p. 69-108 40 p.

    Research output: Contribution to journal › Article

    Sample Average Approximation
    Stochastic programming
    Stochastic Programming
    Sparsity
    Penalty