Lan Luo Assistant Professor Department of Biostatistics and Epidemiology, Rutgers University

2025年3月15日 · Lan Luo (last updated: March 15, 2025) Department of Biostatistics and Epidemiology Rutgers School of Public Health 683 Hoes Lane West Piscataway, NJ 08854 Email: [email protected] Office: Room 218 Phone: 206-384-6535 Website: https://www.luolsph.com Education 2016 - 2020 University of Michigan Ann Arbor, MI Ph.D. Biostatistics

Lan Luo*, Chengchun Shi*, Jitao Wang*, Zhenke Wu, Lexin Li PDF Code Online causal inference with application to near real-time post-market vaccine safety surveillance

Lan Luo. Latest. Multivariate dynamic mediation analysis under a reinforcement learning framework; Statistical inference in high-dimensional generalized linear models with streaming data; Online inference with debiased stochastic gradient descent; Epigenetic Clocks; CARA; SLA;

Lan Luo, Peter X.-K. Song. October 2020. PDF Code Project. Abstract. This paper presents an incremental updating algorithm to analyze streaming datasets using generalized linear models. The proposed method is formulated within a new framework of renewable estimation and incremental inference, in which the estimates are renewed with current data ...

Lan Luo, Peter X.-K. Song. June 2021. DOI. Abstract. New data collection and storage technologies have given rise to a new field of streaming data analytics, including real-time statistical methodology for online data analyses. Most existing online learning methods are based on homogeneity assumption such that the sequence of samples are ...

Lan Luo, Jingshen Wang, and Emily C. Hector. February 2023. PDF Code Project. Abstract. Modern longitudinal data, for example from wearable devices, measure biological signals on a fixed set of participants at a diverging number of time points. Traditional statistical methods are not equipped to handle the computational burden of repeatedly ...

2023年6月25日 · Lan Luo, Peter X.-K. Song. Last updated on Jun 25, 2023. PDF Code. RenewGLM overview. RenewGLM. Lan Luo, Peter X.-K. Song. Last updated on Jun 25, 2023. PDF Code. Incremental statistical analysis Lambda architecture online learning stochastic gradient descent algorithm Spark computing platform.

2023年6月25日 · Lan Luo and Lexin Li. Last updated on Jun 25, 2023. PDF. SLA overview. Online MEM. Lan Luo and Lexin Li. Last updated on Jun 25, 2023. PDF. Collaborative inference Divide-and-conquer Linear mixed-effects models Meta-analysis Online learning. Publications. Online Two-Way Estimation and Inference via Linear Mixed-Effects Models.

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