Fernanda L. Schumacher
Mathematics · The Ohio State University
Publications
48
Citations
109
Est. group size
~3
Recurring co-author estimate
Active years
16
Publishing since 2011
Fernanda L. Schumacher works in statistics, developing methods for analyzing complex data such as repeated measurements collected over time on the same individuals, especially when data are censored (values only partially known, e.g., below a detection limit), heavy-tailed, or irregularly spaced. Much of this methodological work is motivated by applications in biostatistics and health-related fields, including collaborations on dental research and studies involving conditions like multiple sclerosis. She also contributes open-source statistical software (R packages) that implement these methods for other researchers to use.
Publication output has grown substantially over the last decade, rising from occasional single papers per year before 2020 to a sustained pace of roughly 10 or more per year in 2024-2025.
Generated by claude-sonnet-5 from public bibliographic data · Jul 20, 2026
- Leg strength and neural activation deficits in older adults with multiple sclerosis
Multiple Sclerosis and Related Disorders · 2026
- Multiple sclerosis and sarcopenia: analysis of population-level prevalence and key risk factors from the UK Biobank
Multiple Sclerosis and Related Disorders · 2025
- <scp>TAM</scp> Pathway Receptor Proteins: Differential Expression in Healthy Human Masticatory Mucosa
Journal of Periodontal Research · 2025
- Revolutionizing high-dimensional regularization
Proceeding Series of the Brazilian Society of Computational and Applied Mathematics · 2025
- Bayesian Analysis of Censored Linear Mixed‐Effects Models for Heavy‐Tailed Irregularly Observed Repeated Measures
Statistics in Medicine · 2025
- Diagnostic analysis in scale mixture of skew‐normal linear mixed models
Statistica Neerlandica · 2025
- The ever growing incidence of Meta-Analyses and Reviews
Multiple Sclerosis and Related Disorders · 2025
- The use of the EM algorithm for regularization problems in high-dimensional linear mixed-effects models
Statistical Methods in Medical Research · 2025
- <b>skewlmm</b> : An <i>R</i> Package for Fitting Skewed and Heavy-Tailed Linear Mixed Models
Journal of Statistical Software · 2025
- The Impact of Technology Teaching in the Dental Predoctoral Curriculum on Students’ Perception of Digital Dentistry
Dentistry Journal · 2024
- Censored autoregressive regression models with Student‐<i>t</i> innovations
Canadian Journal of Statistics · 2024
- A Censored Time Series Analysis for Responses on the Unit Interval: An Application to Acid Rain Modeling
Sankhya A · 2024
- Impact of Technology Teaching in the Dental Predoctoral Curriculum on Students’ Perception of Digital Dentistry
Preprints.org · 2024
- SMNlmec: Scale Mixture of Normal Distribution in Linear Mixed-Effects Model
2024
- Participant Experience of Taking Part in Periodontal Experimental Studies
International Journal of Dentistry · 2024
- arXiv (Cornell University)×4
- Multiple Sclerosis and Related Disorders×3
- Journal of Dentistry×2
- Canadian Journal of Statistics×2
- Journal of Periodontal Research×2
- Michael L. Pennell
Mathematics · The Ohio State University
- Mario Peruggia
Mathematics · The Ohio State University
- Fulya Gökalp Yavuz
Mathematics · Purdue University West Lafayette
- Ziyue Liu
Mathematics · Indiana University
- Dayu Sun
Mathematics · Indiana University
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 19, 2026.
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