LabCompass

Tonglin Zhang

Medicine · Purdue University West Lafayette

OpenAlex ORCID
Established · publishing since 1995Rising activity
Data-Driven Disease SurveillanceSpatial and Panel Data AnalysisStatistical Methods and Bayesian InferenceStatistical Methods and InferenceSoil Geostatistics and Mapping

Publications

179

Citations

3,556

Est. group size

~3

Recurring co-author estimate

Active years

32

Publishing since 1995

Research summary
AI-generated

Tonglin Zhang works on statistical methodology, with particular focus on spatial statistics, variable selection in high-dimensional data, and mixed-effects models, along with applications spanning disease surveillance, geographic data analysis, and other domains such as image and signal processing. The work is mostly theoretical and computational, developing methods and algorithms (e.g., for maximum likelihood estimation, Bayesian inference, and feature selection) that can be applied to complex, large-scale datasets.

Spatial statistics and geostatisticsVariable and feature selection in high-dimensional dataGeneralized linear mixed models and likelihood-based inferenceBayesian statistical methodsApplied statistics for public health and geographic systems

Publication output has fluctuated over the past decade but shows a generally steady pace, with a peak in 2023 and continued activity through 2024-2025.

Generated by claude-sonnet-5 from public bibliographic data · Jul 20, 2026

Publication cadence
Publications per year over the last 10 years — averaging 7.4/year recently
2017: 5 publications172018: 11 publications182019: 4 publications192020: 8 publications202021: 6 publications212022: 7 publications222023: 14 publications14232024: 11 publications242025: 4 publications252026: 1 publication26
Recent publications
Publishes in
  • arXiv (Cornell University)×12
  • SSRN Electronic Journal×4
  • Computational Statistics & Data Analysis×3
  • Statistica Sinica×3
  • Journal of Multivariate Analysis×3
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This profile was generated automatically from public scholarly data (OpenAlex). Group size and activity levels are estimates derived from co-authorship patterns.

Last updated Jul 20, 2026.

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