Raymond J. Carroll

52.2k total citations · 12 hit papers
575 papers, 37.0k citations indexed

About

Raymond J. Carroll is a scholar working on Statistics and Probability, Molecular Biology and Public Health, Environmental and Occupational Health. According to data from OpenAlex, Raymond J. Carroll has authored 575 papers receiving a total of 37.0k indexed citations (citations by other indexed papers that have themselves been cited), including 302 papers in Statistics and Probability, 73 papers in Molecular Biology and 68 papers in Public Health, Environmental and Occupational Health. Recurrent topics in Raymond J. Carroll's work include Statistical Methods and Inference (231 papers), Statistical Methods and Bayesian Inference (151 papers) and Advanced Statistical Methods and Models (126 papers). Raymond J. Carroll is often cited by papers focused on Statistical Methods and Inference (231 papers), Statistical Methods and Bayesian Inference (151 papers) and Advanced Statistical Methods and Models (126 papers). Raymond J. Carroll collaborates with scholars based in United States, Australia and Israel. Raymond J. Carroll's co-authors include David Ruppert, Leonard A. Stefanski, M. P. Wand, Calvin L. Day, Dan Rowe, Ciprian M. Crainiceanu, Lukas Stefanski, Xihong Lin, Laurence S. Freedman and Victor Kipnis and has published in prestigious journals such as Nature, Proceedings of the National Academy of Sciences and Journal of Biological Chemistry.

In The Last Decade

Raymond J. Carroll

560 papers receiving 35.0k citations

Hit Papers

Semiparametric Regression 1988 2026 2000 2013 2003 2006 1995 1992 2006 500 1000 1.5k
What are hit papers?

Hit papers significantly outperform the citation benchmark for their cohort. A paper qualifies if it has ≥500 total citations, achieves ≥1.5× the top-1% citation threshold for papers in the same subfield and year (this is the minimum needed to enter the top 1%, not the average within it), or reaches the top citation threshold in at least one of its specific research topics.

  1. Semiparametric Regression
    2003 1.6k citations David Ruppert, Raymond J. Carroll et al. profile →
  2. Measurement Error in Nonlinear Models
    2006 1.5k citations Raymond J. Carroll, David Ruppert et al. profile →
  3. Measurement Error in Nonlinear Models
    1995 1.3k citations Raymond J. Carroll et al. profile →
  4. Prognostic factors for local recurrence, metastasis, and survival rates in squamous cell carcinoma of the skin, ear, and lip
    1992 1.1k citations Dan Rowe, Raymond J. Carroll et al. profile →
  5. Measurement error in nonlinear models: a modern perspective
    2006 953 citations Raymond J. Carroll CERN Document Server (European Organization for Nuclear Research) profile →
  6. Transformation and Weighting in Regression
    1988 915 citations Raymond J. Carroll, David Ruppert profile →
  7. Transformation and Weighting in Regression.
    1990 875 citations Raymond J. Carroll, David Ruppert et al. Journal of the American Statistical Association profile →
  8. The Healthy Eating Index-2010 Is a Valid and Reliable Measure of Diet Quality According to the 2010 Dietary Guidelines for Americans
    2014 656 citations Raymond J. Carroll et al. profile →
  9. Generalized Partially Linear Single-Index Models
    1997 600 citations Raymond J. Carroll et al. Journal of the American Statistical Association profile →
  10. Long‐Term Recurrence Rates in Previously Untreated (Primary) Basal Cell Carcinoma: Implications for Patient Follow‐Up
    1989 535 citations Dan Rowe, Raymond J. Carroll et al. The Journal of Dermatologic Surgery and Oncology profile →
  11. Hyperproinsulinaemia in obese fat/fat mice associated with a carboxypeptidase E mutation which reduces enzyme activity
    1995 523 citations Raymond J. Carroll et al. profile →
  12. A New Statistical Method for Estimating the Usual Intake of Episodically Consumed Foods with Application to Their Distribution
    2006 507 citations Janet A. Tooze, Raymond J. Carroll et al. profile →

Peers — A (Enhanced Table)

Peers by citation overlap · career bar shows stage (early→late) cites · hero ref

Name h Career Trend Papers Cites
Raymond J. Carroll United States 93 15.2k 4.2k 4.0k 3.6k 2.9k 575 37.0k
Ross L. Prentice United States 86 10.5k 0.7× 3.5k 0.8× 6.4k 1.6× 1.7k 0.5× 6.2k 2.1× 383 42.9k
Scott L. Zeger United States 83 10.2k 0.7× 1.9k 0.4× 4.0k 1.0× 2.7k 0.8× 2.1k 0.7× 344 55.9k
Roderick J. A. Little United States 68 15.4k 1.0× 1.3k 0.3× 3.5k 0.9× 5.5k 1.5× 1.6k 0.5× 244 52.8k
N. E. Breslow United States 56 8.0k 0.5× 5.0k 1.2× 4.0k 1.0× 1.6k 0.4× 2.9k 1.0× 111 40.1k
Sander Greenland United States 91 8.0k 0.5× 1.8k 0.4× 5.2k 1.3× 1.2k 0.3× 1.9k 0.7× 342 42.6k
John B. Carlin Australia 97 4.7k 0.3× 2.6k 0.6× 5.4k 1.4× 3.1k 0.9× 1.8k 0.6× 488 51.3k
Patrick Royston United Kingdom 84 6.0k 0.4× 2.2k 0.5× 5.5k 1.4× 1.9k 0.5× 1.5k 0.5× 269 51.5k
Richard Simon United States 92 6.1k 0.4× 8.4k 2.0× 1.8k 0.5× 1.7k 0.5× 1.9k 0.6× 352 35.9k
Nan M. Laird United States 78 8.1k 0.5× 6.3k 1.5× 7.4k 1.8× 2.1k 0.6× 6.4k 2.2× 240 68.9k
James M. Robins United States 88 20.8k 1.4× 1.2k 0.3× 3.4k 0.8× 2.5k 0.7× 1.7k 0.6× 285 44.6k

Countries citing papers authored by Raymond J. Carroll

Since Specialization
Citations

This map shows the geographic impact of Raymond J. Carroll's research. It shows the number of citations coming from papers published by authors working in each country. You can also color the map by specialization and compare the number of citations received by Raymond J. Carroll with the expected number of citations based on a country's size and research output (numbers larger than one mean the country cites Raymond J. Carroll more than expected).

Fields of papers citing papers by Raymond J. Carroll

Since Specialization
Physical SciencesHealth SciencesLife SciencesSocial Sciences

This network shows the impact of papers produced by Raymond J. Carroll. Nodes represent research fields, and links connect fields that are likely to share authors. Colored nodes show fields that tend to cite the papers produced by Raymond J. Carroll. The network helps show where Raymond J. Carroll may publish in the future.

Co-authorship network of co-authors of Raymond J. Carroll

This figure shows the co-authorship network connecting the top 25 collaborators of Raymond J. Carroll. A scholar is included among the top collaborators of Raymond J. Carroll based on the total number of citations received by their joint publications. Widths of edges represent the number of papers authors have co-authored together. Node borders signify the number of papers an author published with Raymond J. Carroll. Raymond J. Carroll is excluded from the visualization to improve readability, since they are connected to all nodes in the network.

All Works

20 of 20 papers shown
1.
2.
Zhang, Dazheng, Jiayi Tong, Naimin Jing, et al.. (2024). Learning competing risks across multiple hospitals: one-shot distributed algorithms. Journal of the American Medical Informatics Association. 31(5). 1102–1112. 6 indexed citations
3.
Wang, Ziqiao, et al.. (2024). Joint modeling of gene-environment correlations and interactions using polygenic risk scores in case-control studies. American Journal of Epidemiology. 193(10). 1451–1459. 2 indexed citations
4.
Carroll, Raymond J., et al.. (2023). Baseline Gait and Motor Function Predict Long-Term Severity of Neurological Outcomes of Viral Infection. International Journal of Molecular Sciences. 24(3). 2843–2843. 1 indexed citations
5.
Ma, Shujie, Raymond J. Carroll, Hua Liang, & Shizhong Xu. (2019). Estimation and Inference in Generalized Additive Coefficient Models for Nonlinear Interactions with High-Dimensional Covariates. OakTrust (Texas A&M University Libraries). 10 indexed citations
6.
Ritchie, Lauren E., Joseph M. Sturino, Raymond J. Carroll, et al.. (2015). Polyphenol-rich sorghum brans alter colon microbiota and impact species diversity and species richness after multiple bouts of dextran sodium sulfate-induced colitis. FEMS Microbiology Ecology. 91(3). 65 indexed citations
7.
Wei, Jiawei, Raymond J. Carroll, Ursula U. Müller, Ingrid Van Keilegom, & Nilanjan Chatterjee. (2012). Robust estimation for homoscedastic regression in the secondary analysis of caseâcontrol data. Digital Access to Libraries. 19 indexed citations
8.
Carroll, Raymond J., et al.. (2010). A Note on the Effect on Power of Score Tests via Dimension Reduction by Penalized Regression under the Null. The International Journal of Biostatistics. 6(1). Article 12–Article 12. 7 indexed citations
9.
Sturino, Joseph M., et al.. (2010). Statistical Methods for Comparative Phenomics Using High-Throughput Phenotype Microarrays. The International Journal of Biostatistics. 6(1). Article 29–Article 29. 15 indexed citations
10.
Calderon, Christopher P., et al.. (2010). P-Splines Using Derivative Information. Multiscale Modeling and Simulation. 8(4). 1562–1580. 7 indexed citations
11.
Şentürk, Damla, Danh V. Nguyen, Flora Tassone, et al.. (2009). Covariate Adjusted Correlation Analysis with Application to FMR1 Premutation Female Carrier Data. Biometrics. 65(3). 781–792. 7 indexed citations
12.
Carroll, Raymond J.. (2006). Measurement error in nonlinear models: a modern perspective. CERN Document Server (European Organization for Nuclear Research). 953 indexed citations breakdown →
13.
Carroll, Raymond J., Oliver Linton, Enno Mammen, & Zhijie Xiao. (2002). More Efficient Kernel Estimation in Nonparametric Regression with Autocorrelated Errors. London School of Economics and Political Science Research Online (London School of Economics and Political Science). 1 indexed citations
14.
Welsh, A. H., Raymond J. Carroll, & David Ruppert. (1994). Fitting Heteroscedastic Regression Models. Journal of the American Statistical Association. 89(425). 100–116. 28 indexed citations
15.
Simpson, Douglas G., David Ruppert, & Raymond J. Carroll. (1992). On One-Step GM Estimates and Stability of Inferences in Linear Regression. Journal of the American Statistical Association. 87(418). 439–450. 161 indexed citations
16.
Carroll, Raymond J. & Clifford H. Spiegelman. (1992). Diagnostics for Nonlinearity and Heteroscedasticity in Errors-in-Variables Regression. Technometrics. 34(2). 186–196. 10 indexed citations
17.
Rowe, Dan, Raymond J. Carroll, & Calvin L. Day. (1989). Long‐Term Recurrence Rates in Previously Untreated (Primary) Basal Cell Carcinoma: Implications for Patient Follow‐Up. The Journal of Dermatologic Surgery and Oncology. 15(3). 315–328. 535 indexed citations breakdown →
18.
Altschul, Stephen F., Raymond J. Carroll, & David J. Lipman. (1989). Weights for data related by a tree. Journal of Molecular Biology. 207(4). 647–653. 125 indexed citations
19.
Carroll, Raymond J., Changbao Wu, & David Ruppert. (1988). The Effect of Estimating Weights in Weighted Least Squares. Journal of the American Statistical Association. 83(404). 1045–1054. 60 indexed citations
20.
Carroll, Raymond J.. (1982). Prediction and Power Transformations When the Choice of Power is Restricted to a Finite Set. Journal of the American Statistical Association. 77(380). 908–915. 19 indexed citations

Rankless uses publication and citation data sourced from OpenAlex, an open and comprehensive bibliographic database. While OpenAlex provides broad and valuable coverage of the global research landscape, it—like all bibliographic datasets—has inherent limitations. These include incomplete records, variations in author disambiguation, differences in journal indexing, and delays in data updates. As a result, some metrics and network relationships displayed in Rankless may not fully capture the entirety of a scholar's output or impact.

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