Chuck McCulloch, PhD, MS, MA
Professor
Epidemiology & Biostatistics
School of Medicine

415-514-8027

I am an Emeritus Professor of Biostatistics. I have expertise in the development and use of statistical methods for longitudinal data analysis, mixed models and latent class models.

Show full bio (80 words) Hide full bio

I am the co-author of the Wiley texts Variance Components and Generalized, Linear, and Mixed Models (now in its second edition), the Springer text Regression Methods in Biostatistics (now in its second edition) and the author of the Institute of Mathematical Statistics monograph, Generalized Linear Mixed Models. I am a fellow of the American Statistical Association and an elected member of the International Statistical Institute and have over 40 years of statistical consulting experience.

Awards

Show all (5) Hide

  • Lowell Reed Lecturer, American Public Health Association, 2021
  • Ronald Hocking Lectureship, Texas A&M University, 2019
  • Statistics Alumni of the Year, Cornell University, 2017
  • Faculty Senate Translational Science Lecturer, UCSF, 2015
  • Fellow, American Statistical Association, 1996

Education & Training

Show all (5) Hide

  • Diversity, Equity, and Inclusion Champion Training University of California 05/2022
  • MS Statistics Cornell University 1980
  • PhD Statistics Cornell University 1980
  • BA Math Sciences Johns Hopkins University 1977
  • MA Math Sciences Johns Hopkins University 1977

Interests

Show all (11) Hide

  • Data Science
  • data visualization
  • Biostatistics
  • patient-reported outcome measures
  • Interdisciplinary research collaboration
  • big data
  • machine learning
  • Implementation science
  • data analysis
  • Longitudinal and clustered data
  • Study design

Grants and Projects

Show all (8) Hide

Publications (603)

Top publication keywords:
PhototherapyCartilage, ArticularSeizuresKnee JointGlomerular Filtration RateMenisci, TibialModels, StatisticalMagnetic Resonance ImagingRenal DialysisLinear ModelsCartilage DiseasesRenal Insufficiency, ChronicIntracranial Arteriovenous MalformationsKidney Failure, ChronicOsteoarthritis, Knee

Show all (598 more) Hide