Matthew A. Taddy

735 total citations
12 papers, 399 citations indexed

About

Matthew A. Taddy is a scholar working on Artificial Intelligence, Statistics and Probability and Statistical and Nonlinear Physics. According to data from OpenAlex, Matthew A. Taddy has authored 12 papers receiving a total of 399 indexed citations (citations by other indexed papers that have themselves been cited), including 10 papers in Artificial Intelligence, 3 papers in Statistics and Probability and 2 papers in Statistical and Nonlinear Physics. Recurrent topics in Matthew A. Taddy's work include Gaussian Processes and Bayesian Inference (5 papers), Bayesian Methods and Mixture Models (4 papers) and Statistical Methods and Bayesian Inference (3 papers). Matthew A. Taddy is often cited by papers focused on Gaussian Processes and Bayesian Inference (5 papers), Bayesian Methods and Mixture Models (4 papers) and Statistical Methods and Bayesian Inference (3 papers). Matthew A. Taddy collaborates with scholars based in United States and United Kingdom. Matthew A. Taddy's co-authors include Robert B. Gramacy, Athanasios Kottas, Nicholas G. Polson, Herbert K. H. Lee, Genetha A. Gray, Joshua Griffin, Roberto Furfaro, B. D. Ganapol, Robin D. Morris and Robert D. Morris and has published in prestigious journals such as SHILAP Revista de lepidopterología, Journal of the American Statistical Association and Technometrics.

In The Last Decade

Matthew A. Taddy

12 papers receiving 370 citations

Peers — A (Enhanced Table)

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

Name	h						Papers	Cites
Matthew A. Taddy United States	9	193	106	83	50	45	12	399
Max G’Sell United States	8	214 1.1×	200 1.9×	35 0.4×	37 0.7×	35 0.8×	13	570
Taeryon Choi South Korea	11	274 1.4×	268 2.5×	49 0.6×	63 1.3×	78 1.7×	52	664
Pakize Taylan Türkiye	10	75 0.4×	64 0.6×	52 0.6×	26 0.5×	70 1.6×	19	398
Christophe Abraham France	11	217 1.1×	148 1.4×	23 0.3×	23 0.5×	20 0.4×	27	494
Mayer Alvo Canada	15	102 0.5×	244 2.3×	24 0.3×	52 1.0×	120 2.7×	57	662
Athanasios C. Micheas United States	9	90 0.5×	157 1.5×	13 0.2×	35 0.7×	52 1.2×	32	398
Chris Hans United States	6	314 1.6×	307 2.9×	40 0.5×	16 0.3×	38 0.8×	8	741
Marco Reale New Zealand	13	112 0.6×	66 0.6×	43 0.5×	14 0.3×	31 0.7×	50	584
Donald R. Barr United States	13	92 0.5×	226 2.1×	25 0.3×	104 2.1×	75 1.7×	38	557
Rohana J. Karunamuni Canada	15	246 1.3×	471 4.4×	29 0.3×	130 2.6×	119 2.6×	67	704

Countries citing papers authored by Matthew A. Taddy

Since Specialization

Citations

This map shows the geographic impact of Matthew A. Taddy'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 Matthew A. Taddy with the expected number of citations based on a country's size and research output (numbers larger than one mean the country cites Matthew A. Taddy more than expected).

Fields of papers citing papers by Matthew A. Taddy

Since Specialization

Physical SciencesHealth SciencesLife SciencesSocial Sciences

This network shows the impact of papers produced by Matthew A. Taddy. 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 Matthew A. Taddy. The network helps show where Matthew A. Taddy may publish in the future.

Co-authorship network of co-authors of Matthew A. Taddy

This figure shows the co-authorship network connecting the top 25 collaborators of Matthew A. Taddy. A scholar is included among the top collaborators of Matthew A. Taddy 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 Matthew A. Taddy. Matthew A. Taddy is excluded from the visualization to improve readability, since they are connected to all nodes in the network.

All Works

Sort: Min cites: Since: Top N: Style:

12 of 12 papers shown

Taddy, Matthew A., Robert B. Gramacy, & Nicholas G. Polson. (2011). Dynamic Trees for Learning and Design. Journal of the American Statistical Association. 106(493). 109–123. 60 indexed citations

Gramacy, Robert B. & Matthew A. Taddy. (2010). Categorical Inputs, Sensitivity Analysis, Optimization and Importance Tempering with tgp Version 2, an R Package for Treed Gaussian Process Models. SHILAP Revista de lepidopterología. 24 indexed citations

Taddy, Matthew A.. (2010). Inverse Regression for Analysis of Sentiment in Text. arXiv (Cornell University). 6 indexed citations

Lee, Herbert K. H., Matthew A. Taddy, & Genetha A. Gray. (2010). Selection of a Representative Sample. Journal of Classification. 27(1). 41–53. 6 indexed citations

Taddy, Matthew A.. (2010). Autoregressive Mixture Models for Dynamic Spatial Poisson Processes: Application to Tracking Intensity of Violent Crime. Journal of the American Statistical Association. 105(492). 1403–1417. 49 indexed citations

Gramacy, Robert B. & Matthew A. Taddy. (2010). Categorical Inputs, Sensitivity Analysis, Optimization and Importance Tempering withtgpVersion 2, anRPackage for Treed Gaussian Process Models. Journal of Statistical Software. 33(6). 95 indexed citations

Taddy, Matthew A., Herbert K. H. Lee, Genetha A. Gray, & Joshua Griffin. (2009). Bayesian Guided Pattern Search for Robust Local Optimization. Technometrics. 51(4). 389–401. 45 indexed citations

Kottas, Athanasios & Matthew A. Taddy. (2009). Markov switching Dirichlet process mixture regression. Bayesian Analysis. 4(4). 18 indexed citations

Taddy, Matthew A., Herbert K. H. Lee, & Bruno Sansó. (2009). Fast inference for statistical inverse problems. Inverse Problems. 25(8). 85001–85001. 4 indexed citations

10.

Taddy, Matthew A. & Athanasios Kottas. (2009). A Bayesian Nonparametric Approach to Inference for Quantile Regression. Journal of Business and Economic Statistics. 28(3). 357–369. 69 indexed citations

11.

Morris, Robin D., Athanasios Kottas, Matthew A. Taddy, Roberto Furfaro, & B. D. Ganapol. (2008). A Statistical Framework for the Sensitivity Analysis of Radiative Transfer Models. IEEE Transactions on Geoscience and Remote Sensing. 46(12). 4062–4074. 15 indexed citations

12.

Furfaro, Roberto, Robert D. Morris, Athanasios Kottas, Matthew A. Taddy, & B. D. Ganapol. (2006). A Gaussian Process Approach to Quantifying the Uncertainty of Vegetation Parameters from Remote Sensing Observations. AGUFM. 2006. 8 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.

Explore authors with similar magnitude of impact