Raymond Carroll

About

Dr. Raymond J. Carroll is a Distinguished Professor at Texas A&M University, where he holds positions in the Departments of Statistics, Nutrition, and Toxicology. He is also the Director of the Bioinformatics Training Program and the Texas A&M Institute for Applied Mathematics and Computational Science. His academic and research focus encompasses statistical methods, bioinformatics, nutrition, and toxicology, contributing to the advancement of these interdisciplinary fields. Dr. Carroll's work involves applying statistical techniques to biological and health-related data, supporting research in areas such as nutrition and toxicology. His leadership roles and academic appointments highlight his significant contributions to the development of statistical bioinformatics and applied mathematics within the university and the broader scientific community.

Research topics

• Data Mining
• Computer Science
• Biology
• Mathematics
• Statistics
• Medicine
• Environmental health
• Data science
• Gerontology
• Virology

Selected publications

• STRATOS guidance document on measurement error and misclassification of variables in observational epidemiology: Part 1—Basic theory and simple methods of adjustment

  Statistics in Medicine · 2020 · 170 citations

  Measurement error and misclassification of variables frequently occur in epidemiology and involve variables important to public health. Their presence can impact strongly on results of statistical analyses involving such variables. However, investigators commonly fail to pay attention to biases resulting from such mismeasurement. We provide, in two parts, an overview of the types of error that occur, their impacts on analytic results, and statistical methods to mitigate the biases that they caus…

  DOI

• Evaluation of Missing Value Estimation for Microarray Data

  Journal of Data Science · 2021 · 72 citations

  Senior authorCorresponding

  Publisher: School of Statistics, Renmin University of China, Journal: Journal of Data Science, Title: Evaluation of Missing Value Estimation for Microarray Data, Authors: Danh V. Nguyen, Naisyin Wang, Raymond J. Carroll

  DOI

• Trends in Overall and Micronutrient-Containing Dietary Supplement Use in US Adults and Children, NHANES 2007–2018

  Journal of Nutrition · 2022 · 70 citations

  PublisherOA PDFDOI

• Chlorogenic Acid and Quercetin in a Diet with Fermentable Fiber Influence Multiple Processes Involved in DSS-Induced Ulcerative Colitis but Do Not Reduce Injury

  Nutrients · 2022-09-08 · 15 citations

  articleOpen access

  Ulcerative colitis (UC) patients often avoid foods containing fermentable fibers as some can promote symptoms during active disease. Pectin has been identified as a more protective fermentable fiber, but little has been done to determine the interaction between pectin and bioactive compounds present in foods containing that fiber type. Quercetin and chlorogenic acid, two bioactives in stone fruits, may have anti-cancer, anti-oxidant, and anti-inflammatory properties. We hypothesized that quercet…

  PublisherOA PDFDOI

• Genetic and immunological contributors to virus-induced paralysis

  Brain Behavior & Immunity - Health · 2021 · 15 citations

  Infection by a single virus can evoke diverse immune responses, resulting in different neurological outcomes, depending on the host's genetic background. To study heterogenous viral response, we use Theiler's Murine Encephalomyelitis Virus (TMEV) to model virally induced neurological phenotypes and immune responses in Collaborative Cross (CC) mice. The CC resource consists of genetically distinct and reproducible mouse lines, thus providing a population model with genetic heterogeneity similar t…

  PublisherDOI

Recent grants

• NIH Grant R01CA057030

  NIH · $2.4M · 2005

• NIH Grant R25CA090301

  NIH · $7.6M · 2016

• NIH Grant R01GM039015

  NIH · $261k · 1992

Frequent coauthors

• David Ruppert

  Cornell University

  136 shared

• Yanyuan Ma

  91 shared

• Donald F. Steiner

  University of Chicago

  81 shared

• Victor Kipnis

  National Cancer Institute

  78 shared

• Annamaria Guolo

  University of Padua

  65 shared

• James M. Robins

  Harvard University

  65 shared

• Bressen Christian

  Park University

  64 shared

• Ann Arbor

  Klinikum Saarbrücken

  64 shared

Labs

• Raymond Carroll's LabPI

  Not provided

Education

• Ph.D., Statistics

  Purdue University System

Similar researchers at Texas A&M University

• Suojin Wangh-31
• Alan Dabneyh-27
• Huiyan Sangh-22