Edit Profile (opens in new tab) Datta, Abhirup Co-Author Distance Author ID: datta.abhirup Published as: Datta, Abhirup Documents Indexed: 35 Publications since 1989, including 1 Book 1 Contribution as Editor Co-Authors: 53 Co-Authors with 28 Joint Publications 1,012 Co-Co-Authors all top 5 Co-Authors 1 single-authored 12 Kumar Roy, Priti 7 Banerjee, Sudipto 4 Finley, Andrew O. 3 Rana, Sourav 2 Andersen, Hans-Erik 2 Cook, Bruce D. 2 Fiksel, Jacob 2 Morton, Douglas C. 2 Zeger, Scott L. 2 Zou, Hui 1 Amouzou, Agbessi 1 Babcock, Chad 1 Baral, Stefan D. 1 Basir, Fahad Al 1 Basu, Sumanta 1 Bhagavan, B. K. 1 Bhattacharya, Sabyasachi 1 Cao, Xianbing 1 Chatterjee, Amar Nath 1 Dey, Debangan 1 Furrer, Reinhard 1 Gao, Leiwen 1 Gentner, Drew R. 1 Gerber, Florian 1 Gramacy, Robert B. 1 Guhaniyogi, Rajarshi 1 Guinness, Joseph 1 Hamm, Nicholas A. S. 1 Hammerling, Dorit 1 Heaton, Matthew J. 1 Heffernan, Claire 1 Hodges, James S. 1 Katzfuss, Matthias 1 Koehler, Kirsten 1 Kozera, Ryszard S. 1 Lindgren, Finn 1 Lindquist, Martin A. 1 Mangion, Andrew Zammit 1 Manna, Santanu 1 Mnisi, Zandile 1 Mondal, Jayanta 1 Mukherjee, Shaibal 1 Nychka, Douglas W. 1 Peng, Roger D. 1 Pita, Andrew 1 Rao, Amrita 1 Saha, Arkajyoti 1 Sahoo, Swadesh Kumar 1 Schaap, Martijn 1 Sil, Nikhilesh 1 Sithole, Bhekie 1 Sun, Furong 1 Taylor-Rodríguez, Daniel 1 Wang, Guoqing 1 Zhang, Lu all top 5 Serials 4 The Annals of Applied Statistics 2 Journal of the American Statistical Association 2 Mathematical and Computer Modelling 2 Journal of Agricultural, Biological, and Environmental Statistics 1 Computers & Mathematics with Applications 1 International Journal of Engineering Science 1 The Annals of Statistics 1 Biometrics 1 Biometrika 1 Bulletin of the Calcutta Mathematical Society 1 Control and Cybernetics 1 IEEE Transactions on Signal Processing 1 Statistica Sinica 1 Nonlinear Studies 1 Neural Computing and Applications 1 International Journal of Applied Mathematics 1 Acta Analysis Functionalis Applicata. AAFA 1 Journal of Systems Science and Complexity 1 African Diaspora Journal of Mathematics 1 International Journal of Evolution Equations 1 Statistical Analysis and Data Mining 1 Statistics and Its Interface 1 Mathematics in Engineering, Science and Aerospace MESA 1 Journal of Computational and Graphical Statistics 1 Journal of Nonlinear Evolution Equations and Applications 1 Bayesian Analysis 1 Springer Proceedings in Mathematics & Statistics 1 Biomath 1 SpringerBriefs in Applied Sciences and Technology all top 5 Fields 17 Biology and other natural sciences (92-XX) 16 Statistics (62-XX) 7 Ordinary differential equations (34-XX) 6 Computer science (68-XX) 4 Numerical analysis (65-XX) 3 Dynamical systems and ergodic theory (37-XX) 2 Calculus of variations and optimal control; optimization (49-XX) 2 Fluid mechanics (76-XX) 2 Systems theory; control (93-XX) 1 General and overarching topics; collections (00-XX) 1 Combinatorics (05-XX) 1 Real functions (26-XX) 1 Probability theory and stochastic processes (60-XX) 1 Statistical mechanics, structure of matter (82-XX) 1 Astronomy and astrophysics (85-XX) 1 Information and communication theory, circuits (94-XX) Publications by Year all cited Publications top 5 cited Publications Citations contained in zbMATH Open 26 Publications have been cited 234 times in 163 Documents Cited by ▼ Year ▼ A case study competition among methods for analyzing large spatial data. Zbl 1426.62345 Heaton, Matthew J.; Datta, Abhirup; Finley, Andrew O.; Furrer, Reinhard; Guinness, Joseph; Guhaniyogi, Rajarshi; Gerber, Florian; Gramacy, Robert B.; Hammerling, Dorit; Katzfuss, Matthias; Lindgren, Finn; Nychka, Douglas W.; Sun, Furong; Zammit-Mangion, Andrew 85 2019 Optimal infinite-horizon control for probabilistic Boolean networks. Zbl 1374.94952 Pal, R.; Datta, A.; Dougherty, E. R. 39 2006 Nonseparable dynamic nearest neighbor Gaussian process models for large spatio-temporal data with an application to particulate matter analysis. Zbl 1391.62269 Datta, Abhirup; Banerjee, Sudipto; Finley, Andrew O.; Hamm, Nicholas A. S.; Schaap, Martijn 33 2016 CoCoLasso for high-dimensional error-in-variables regression. Zbl 1486.62210 Datta, Abhirup; Zou, Hui 29 2017 Efficient algorithms for Bayesian nearest neighbor Gaussian processes. Zbl 07499062 Finley, Andrew O.; Datta, Abhirup; Cook, Bruce D.; Morton, Douglas C.; Andersen, Hans E.; Banerjee, Sudipto 20 2019 Analysis of nonlinear blood flow in a stenosed flexible artery. Zbl 0901.92013 Chakravarty, S.; Datta, A.; Mandal, P. K. 15 1995 Fractional-order model of the disease psoriasis: a control based mathematical approach. Zbl 1369.92051 Cao, Xianbing; Datta, Abhirup; Al Basir, Fahad; Roy, Priti Kumar 12 2016 Effects of stenosis on arterial rheology through a mathematical model. Zbl 0703.76109 Chakravarty, S.; Datta, A. 10 1989 Negative feedback control may regulate cytokines effect during growth of keratinocytes in the chronic plaque of psoriasis: a mathematical study. Zbl 1278.93123 Roy, Priti Kumar; Datta, Abhirup 8 2012 Impact of cytokine release in psoriasis: a control based mathematical approach. Zbl 1330.92058 Roy, Priti Kumar; Datta, Abhirup 7 2013 T-cell proliferation on immunopathogenic mechanism of psoriasis: a control based theoretical approach. Zbl 1318.92020 Datta, Abhirup; Roy, Priti Kumar 6 2013 Spatial disease mapping using directed acyclic graph auto-regressive (DAGAR) models. Zbl 1435.62319 Datta, Abhirup; Banerjee, Sudipto; Hodges, James S.; Gao, Leiwen 6 2019 Spatial factor models for high-dimensional and large spatial data: an application in forest variable mapping. Zbl 1421.62161 Taylor-Rodriguez, Daniel; Finley, Andrew O.; Datta, Abhirup; Babcock, Chad; Andersen, Hans-Erik; Cook, Bruce D.; Morton, Douglas C.; Banerjee, Sudipto 5 2019 Impact of perfect drug adherence on immunopathogenic mechanism for dynamical system of psoriasis. Zbl 1368.92085 Roy, Priti Kumar; Datta, Abhirup 5 2013 Effect of body acceleration on unsteady flow of blood past a time-dependent arterial stenosis. Zbl 0855.92010 Chakravarty, S.; Datta, A.; Mandal, P. K. 4 1996 Practical Bayesian modeling and inference for massive spatial data sets on modest computing environments. Zbl 07260630 Zhang, Lu; Datta, Abhirup; Banerjee, Sudipto 4 2019 The fractional-order differential equation model of psoriatic pathogenesis: a mathematical study. Zbl 1281.34081 Roy, Priti Kumar; Datta, Abhirup; Rana, Sourav 3 2013 Effect of drug adherence on the plaque of Psoriasis: an impulsive drug therapeutic approach. Zbl 1356.34050 Datta, Abhirup; Roy, Priti Kumar 2 2014 Saturation effects on immunopathogenic mechanism of psoriasis: a theoretical approach. Zbl 1245.92035 Roy, Priti Kumar; Datta, Abhirup; Chatterjee, Amar Nath 2 2011 Random forests for spatially dependent data. Zbl 1514.68262 Saha, Arkajyoti; Basu, Sumanta; Datta, Abhirup 2 2023 Computing eigenvalues: Lanczos algorithm with a new recursive partitioning method. Zbl 0942.65037 Sundar, S.; Bhagavan, B. K.; Datta, A. 1 1999 Bayesian high-dimensional regression for change point analysis. Zbl 07035340 Datta, Abhirup; Zou, Hui; Banerjee, Sudipto 1 2019 Effect of half-saturation in psoriatic pathogenesis using fractional derivative: a mathematical study. Zbl 1311.92101 Datta, Abhirup; Roy, Priti Kumar 1 2014 Graphical Gaussian process models for highly multivariate spatial data. Zbl 07638097 Dey, Debangan; Datta, Abhirup; Banerjee, Sudipto 1 2022 A transformation-free linear regression for compositional outcomes and predictors. Zbl 1520.62197 Fiksel, Jacob; Zeger, Scott; Datta, Abhirup 1 2022 Generalized Bayes quantification learning under dataset shift. Zbl 1514.68247 Fiksel, Jacob; Datta, Abhirup; Amouzou, Agbessi; Zeger, Scott 1 2022 Random forests for spatially dependent data. Zbl 1514.68262 Saha, Arkajyoti; Basu, Sumanta; Datta, Abhirup 2 2023 Graphical Gaussian process models for highly multivariate spatial data. Zbl 07638097 Dey, Debangan; Datta, Abhirup; Banerjee, Sudipto 1 2022 A transformation-free linear regression for compositional outcomes and predictors. Zbl 1520.62197 Fiksel, Jacob; Zeger, Scott; Datta, Abhirup 1 2022 Generalized Bayes quantification learning under dataset shift. Zbl 1514.68247 Fiksel, Jacob; Datta, Abhirup; Amouzou, Agbessi; Zeger, Scott 1 2022 A case study competition among methods for analyzing large spatial data. Zbl 1426.62345 Heaton, Matthew J.; Datta, Abhirup; Finley, Andrew O.; Furrer, Reinhard; Guinness, Joseph; Guhaniyogi, Rajarshi; Gerber, Florian; Gramacy, Robert B.; Hammerling, Dorit; Katzfuss, Matthias; Lindgren, Finn; Nychka, Douglas W.; Sun, Furong; Zammit-Mangion, Andrew 85 2019 Efficient algorithms for Bayesian nearest neighbor Gaussian processes. Zbl 07499062 Finley, Andrew O.; Datta, Abhirup; Cook, Bruce D.; Morton, Douglas C.; Andersen, Hans E.; Banerjee, Sudipto 20 2019 Spatial disease mapping using directed acyclic graph auto-regressive (DAGAR) models. Zbl 1435.62319 Datta, Abhirup; Banerjee, Sudipto; Hodges, James S.; Gao, Leiwen 6 2019 Spatial factor models for high-dimensional and large spatial data: an application in forest variable mapping. Zbl 1421.62161 Taylor-Rodriguez, Daniel; Finley, Andrew O.; Datta, Abhirup; Babcock, Chad; Andersen, Hans-Erik; Cook, Bruce D.; Morton, Douglas C.; Banerjee, Sudipto 5 2019 Practical Bayesian modeling and inference for massive spatial data sets on modest computing environments. Zbl 07260630 Zhang, Lu; Datta, Abhirup; Banerjee, Sudipto 4 2019 Bayesian high-dimensional regression for change point analysis. Zbl 07035340 Datta, Abhirup; Zou, Hui; Banerjee, Sudipto 1 2019 CoCoLasso for high-dimensional error-in-variables regression. Zbl 1486.62210 Datta, Abhirup; Zou, Hui 29 2017 Nonseparable dynamic nearest neighbor Gaussian process models for large spatio-temporal data with an application to particulate matter analysis. Zbl 1391.62269 Datta, Abhirup; Banerjee, Sudipto; Finley, Andrew O.; Hamm, Nicholas A. S.; Schaap, Martijn 33 2016 Fractional-order model of the disease psoriasis: a control based mathematical approach. Zbl 1369.92051 Cao, Xianbing; Datta, Abhirup; Al Basir, Fahad; Roy, Priti Kumar 12 2016 Effect of drug adherence on the plaque of Psoriasis: an impulsive drug therapeutic approach. Zbl 1356.34050 Datta, Abhirup; Roy, Priti Kumar 2 2014 Effect of half-saturation in psoriatic pathogenesis using fractional derivative: a mathematical study. Zbl 1311.92101 Datta, Abhirup; Roy, Priti Kumar 1 2014 Impact of cytokine release in psoriasis: a control based mathematical approach. Zbl 1330.92058 Roy, Priti Kumar; Datta, Abhirup 7 2013 T-cell proliferation on immunopathogenic mechanism of psoriasis: a control based theoretical approach. Zbl 1318.92020 Datta, Abhirup; Roy, Priti Kumar 6 2013 Impact of perfect drug adherence on immunopathogenic mechanism for dynamical system of psoriasis. Zbl 1368.92085 Roy, Priti Kumar; Datta, Abhirup 5 2013 The fractional-order differential equation model of psoriatic pathogenesis: a mathematical study. Zbl 1281.34081 Roy, Priti Kumar; Datta, Abhirup; Rana, Sourav 3 2013 Negative feedback control may regulate cytokines effect during growth of keratinocytes in the chronic plaque of psoriasis: a mathematical study. Zbl 1278.93123 Roy, Priti Kumar; Datta, Abhirup 8 2012 Saturation effects on immunopathogenic mechanism of psoriasis: a theoretical approach. Zbl 1245.92035 Roy, Priti Kumar; Datta, Abhirup; Chatterjee, Amar Nath 2 2011 Optimal infinite-horizon control for probabilistic Boolean networks. Zbl 1374.94952 Pal, R.; Datta, A.; Dougherty, E. R. 39 2006 Computing eigenvalues: Lanczos algorithm with a new recursive partitioning method. Zbl 0942.65037 Sundar, S.; Bhagavan, B. K.; Datta, A. 1 1999 Effect of body acceleration on unsteady flow of blood past a time-dependent arterial stenosis. Zbl 0855.92010 Chakravarty, S.; Datta, A.; Mandal, P. K. 4 1996 Analysis of nonlinear blood flow in a stenosed flexible artery. Zbl 0901.92013 Chakravarty, S.; Datta, A.; Mandal, P. K. 15 1995 Effects of stenosis on arterial rheology through a mathematical model. Zbl 0703.76109 Chakravarty, S.; Datta, A. 10 1989 all cited Publications top 5 cited Publications all top 5 Cited by 408 Authors 12 Datta, Abhirup 11 Banerjee, Sudipto 10 Katzfuss, Matthias 7 Kumar Roy, Priti 5 Guinness, Joseph 4 Basir, Fahad Al 4 Hammerling, Dorit 4 Heaton, Matthew J. 4 Khailov, Evgenii N. 4 Reich, Brian James 4 Roy, Amit Kumar 4 Zheng, Zemin 3 Bolin, David 3 Finley, Andrew O. 3 Furrer, Reinhard 3 Genton, Marc G. 3 Grigorieva, Ellina V. 3 Guhaniyogi, Rajarshi 3 Li, Yang 3 Lindgren, Finn 3 Ma, Yanyuan 3 Mangion, Andrew Zammit 3 Peruzzi, Michele 3 Wakefield, Jon C. 2 Bandyopadhyay, Dipankar 2 Bi, Shujun 2 Bradley, Jonathan R. 2 Chen, Wanfang 2 Cressie, Noel A. C. 2 Gerber, Florian 2 Gramacy, Robert B. 2 Guan, Yawen 2 Guha, Suman 2 Huser, Raphaël 2 Jiang, Fei 2 Jurek, Marcin 2 Konomi, Bledar A. 2 Li, Cheng 2 Li, Xin 2 Mastrantonio, Gianluca 2 Nishimura, Akihiko 2 Nychka, Douglas W. 2 Pan, Shaohua 2 Porcu, Emilio 2 Roininen, Lassi 2 Sansó, Bruno 2 Sanz-Alonso, Daniel 2 Stein, Michael L. 2 Suchard, Marc A. 2 Sun, Ying 2 Tao, Ting 2 Vu, Quan 2 Wade, Sara 2 Wu, Dongya 2 Yang, Ruiyi 2 Zhang, Lu 1 Abdelaziz, Mahmoud A. M. 1 Abdulah, Sameh 1 Abdullah, Farah Aini 1 Acosta, Jonathan 1 Adu, Augustina 1 Agarwal, Anish 1 Agou, Vasiliki D. 1 Ahmad, Bashir 1 Ahmad, Rauf 1 Alegria, Alfredo 1 Alenazi, Abdulaziz 1 Almomani, Ayat 1 Andersen, Hans-Erik 1 Anderson, Lauren 1 Arp, Laurens 1 Arroyo, Jesús 1 Assunção, Renato Martins 1 Azevedo, Douglas R. M. 1 Azizi, Lamiae 1 Bachoc, François 1 Bakka, Haakon C. 1 Balakrishnan, Sivaraman 1 Baral, Stefan D. 1 Baratchi, Mitra 1 Bartsch, Andreas J. 1 Bastide, Paul 1 Basu, Sumanta 1 Batteate, Christina M. 1 Becker, Stephen R. 1 Belin, Thomas R. 1 Benedetti, Marco H. 1 Berrocal, Veronica J. 1 Bevilacqua, Moreno 1 Bibbona, Enrico 1 Biesecker, Matthew 1 Binois, Mickaël 1 Bitz, Cecilia M. 1 Blasi, Carlo 1 Blei, David M. 1 Bogdan, Małgorzata 1 Bonyah, Ebenezer 1 Brost, Brian M. 1 Brown, D. Andrew 1 Caamaño-Carrillo, Christian ...and 308 more Authors all top 5 Cited in 55 Serials 16 The Annals of Applied Statistics 16 Journal of Agricultural, Biological, and Environmental Statistics 10 Computational Statistics and Data Analysis 9 Journal of Computational and Graphical Statistics 8 Bayesian Analysis 7 Journal of the American Statistical Association 7 Journal of Multivariate Analysis 6 Statistics and Computing 5 Japanese Journal of Statistics and Data Science 4 Biometrics 4 Statistical Science 4 Communications in Statistics. Theory and Methods 4 Statistica Sinica 3 Journal of Global Optimization 3 Electronic Journal of Statistics 3 SIAM/ASA Journal on Uncertainty Quantification 2 Scandinavian Journal of Statistics 2 Chaos, Solitons and Fractals 2 Annals of the Institute of Statistical Mathematics 2 The Annals of Statistics 2 International Statistical Review 2 Journal of Time Series Analysis 2 Communications in Statistics. Simulation and Computation 2 Journal of Statistical Computation and Simulation 2 Journal of Systems Science and Complexity 2 Mathematical Geosciences 2 International Journal of Biomathematics 1 The American Statistician 1 The Canadian Journal of Statistics 1 Computer Methods in Applied Mechanics and Engineering 1 Inverse Problems 1 Automatica 1 Journal of the Indian Institute of Science 1 Journal of Statistical Planning and Inference 1 Chinese Journal of Applied Probability and Statistics 1 SIAM Journal on Matrix Analysis and Applications 1 Computational Mathematics and Modeling 1 Computational and Applied Mathematics 1 Lifetime Data Analysis 1 Data Mining and Knowledge Discovery 1 Journal of Applied Statistics 1 Journal of Biological Systems 1 International Journal of Nonlinear Sciences and Numerical Simulation 1 Journal of Machine Learning Research (JMLR) 1 African Diaspora Journal of Mathematics 1 Mathematical Biosciences and Engineering 1 Journal of the Korean Statistical Society 1 Proceedings of the Steklov Institute of Mathematics 1 Statistical Analysis and Data Mining 1 Journal of Statistical Theory and Practice 1 Sankhyā. Series A 1 Journal of Theoretical Biology 1 Journal of the Japan Statistical Society. Japanese Issue 1 Proceedings of the Royal Society of London. A. Mathematical, Physical and Engineering Sciences 1 SIAM Journal on Mathematics of Data Science all top 5 Cited in 20 Fields 142 Statistics (62-XX) 22 Biology and other natural sciences (92-XX) 14 Probability theory and stochastic processes (60-XX) 11 Geophysics (86-XX) 8 Computer science (68-XX) 7 Ordinary differential equations (34-XX) 6 Calculus of variations and optimal control; optimization (49-XX) 5 Numerical analysis (65-XX) 3 Real functions (26-XX) 3 Systems theory; control (93-XX) 2 Combinatorics (05-XX) 2 Operations research, mathematical programming (90-XX) 2 Game theory, economics, finance, and other social and behavioral sciences (91-XX) 1 General and overarching topics; collections (00-XX) 1 Partial differential equations (35-XX) 1 Dynamical systems and ergodic theory (37-XX) 1 Difference and functional equations (39-XX) 1 Approximations and expansions (41-XX) 1 Functional analysis (46-XX) 1 Astronomy and astrophysics (85-XX) Citations by Year