Edit Profile (opens in new tab) Bürkner, Paul-Christian Co-Author Distance Author ID: burkner.paul-christian Published as: Bürkner, Paul-Christian Documents Indexed: 18 Publications since 2017 Software Indexed: 8 Packages Co-Authors: 29 Co-Authors with 17 Joint Publications 464 Co-Co-Authors all top 5 Co-Authors 1 single-authored 8 Vehtari, Aki 3 Holling, Heinz 2 Gabry, Jonah 2 Paananen, Topi 2 Piironen, Juho 2 Schwabe, Rainer 1 Aguilar, Javier Enrique 1 Andersen, Michael Riis 1 Benda, Norbert 1 Carpenter, Bob 1 Charpentier, Emmanuel 1 Doebler, Philipp 1 Freise, Fritjof 1 Gelman, Andrew 1 Göddeke, Dominik 1 Kallioinen, Noa 1 Kröker, Ilja 1 Nowak, Wolfgang 1 Oladyshkin, Sergey 1 Pavone, Federico 1 Radev, Stefan T. 1 Riutort-Mayol, Gabriel 1 Rodriguez, Josue E. 1 Säilynoja, Teemu 1 Scholz, Maximilian 1 Schulte, Miriam 1 Simpson, Daniel Peter 1 Solin, Arno 1 Williams, Donald R. all top 5 Serials 4 Statistics and Computing 3 British Journal of Mathematical & Statistical Psychology 2 Computational Statistics 1 Journal of Computational Physics 1 Psychometrika 1 Biometrical Journal 1 Computational Mechanics 1 Journal of Statistical Computation and Simulation 1 Journal of Statistical Theory and Practice 1 Electronic Journal of Statistics 1 Statistics Surveys 1 Bayesian Analysis Fields 17 Statistics (62-XX) 2 Probability theory and stochastic processes (60-XX) 2 Numerical analysis (65-XX) 1 Mechanics of deformable solids (74-XX) 1 Game theory, economics, finance, and other social and behavioral sciences (91-XX) Publications by Year all cited Publications top 5 cited Publications Citations contained in zbMATH Open 13 Publications have been cited 104 times in 88 Documents Cited by ▼ Year ▼ Rank-normalization, folding, and localization: an improved \(\widehat{R}\) for assessing convergence of MCMC (with Discussion). Zbl 07637221 Vehtari, Aki; Gelman, Andrew; Simpson, Daniel; Carpenter, Bob; Bürkner, Paul-Christian 62 2021 Approximate leave-future-out cross-validation for Bayesian time series models. Zbl 07480189 Bürkner, Paul-Christian; Gabry, Jonah; Vehtari, Aki 10 2020 Implicitly adaptive importance sampling. Zbl 1475.62053 Paananen, Topi; Piironen, Juho; Bürkner, Paul-Christian; Vehtari, Aki 7 2021 A fully Bayesian sparse polynomial chaos expansion approach with joint priors on the coefficients and global selection of terms. Zbl 07696975 Bürkner, Paul-Christian; Kröker, Ilja; Oladyshkin, Sergey; Nowak, Wolfgang 4 2023 Graphical test for discrete uniformity and its applications in goodness-of-fit evaluation and multiple sample comparison. Zbl 1484.62010 Säilynoja, Teemu; Bürkner, Paul-Christian; Vehtari, Aki 4 2022 Practical Hilbert space approximate Bayesian Gaussian processes for probabilistic programming. Zbl 1502.62024 Riutort-Mayol, Gabriel; Bürkner, Paul-Christian; Andersen, Michael R.; Solin, Arno; Vehtari, Aki 3 2023 Intuitive joint priors for Bayesian linear multilevel models: the R2D2M2 prior. Zbl 07725166 Aguilar, Javier Enrique; Bürkner, Paul-Christian 3 2023 Modelling monotonic effects of ordinal predictors in Bayesian regression models. Zbl 1534.62173 Bürkner, Paul-Christian; Charpentier, Emmanuel 3 2020 Optimal designs for the generalized partial credit model. Zbl 1420.62326 Bürkner, Paul-Christian; Schwabe, Rainer; Holling, Heinz 2 2019 Efficient leave-one-out cross-validation for Bayesian non-factorized normal and Student-\(t\) models. Zbl 1505.62082 Bürkner, Paul-Christian; Gabry, Jonah; Vehtari, Aki 2 2021 Using reference models in variable selection. Zbl 07696213 Pavone, Federico; Piironen, Juho; Bürkner, Paul-Christian; Vehtari, Aki 2 2023 Optimal design of the Wilcoxon-Mann-Whitney-test. Zbl 1357.62312 Bürkner, Paul-Christian; Doebler, Philipp; Holling, Heinz 1 2017 On the information obtainable from comparative judgments. Zbl 1499.62430 Bürkner, Paul-Christian 1 2022 A fully Bayesian sparse polynomial chaos expansion approach with joint priors on the coefficients and global selection of terms. Zbl 07696975 Bürkner, Paul-Christian; Kröker, Ilja; Oladyshkin, Sergey; Nowak, Wolfgang 4 2023 Practical Hilbert space approximate Bayesian Gaussian processes for probabilistic programming. Zbl 1502.62024 Riutort-Mayol, Gabriel; Bürkner, Paul-Christian; Andersen, Michael R.; Solin, Arno; Vehtari, Aki 3 2023 Intuitive joint priors for Bayesian linear multilevel models: the R2D2M2 prior. Zbl 07725166 Aguilar, Javier Enrique; Bürkner, Paul-Christian 3 2023 Using reference models in variable selection. Zbl 07696213 Pavone, Federico; Piironen, Juho; Bürkner, Paul-Christian; Vehtari, Aki 2 2023 Graphical test for discrete uniformity and its applications in goodness-of-fit evaluation and multiple sample comparison. Zbl 1484.62010 Säilynoja, Teemu; Bürkner, Paul-Christian; Vehtari, Aki 4 2022 On the information obtainable from comparative judgments. Zbl 1499.62430 Bürkner, Paul-Christian 1 2022 Rank-normalization, folding, and localization: an improved \(\widehat{R}\) for assessing convergence of MCMC (with Discussion). Zbl 07637221 Vehtari, Aki; Gelman, Andrew; Simpson, Daniel; Carpenter, Bob; Bürkner, Paul-Christian 62 2021 Implicitly adaptive importance sampling. Zbl 1475.62053 Paananen, Topi; Piironen, Juho; Bürkner, Paul-Christian; Vehtari, Aki 7 2021 Efficient leave-one-out cross-validation for Bayesian non-factorized normal and Student-\(t\) models. Zbl 1505.62082 Bürkner, Paul-Christian; Gabry, Jonah; Vehtari, Aki 2 2021 Approximate leave-future-out cross-validation for Bayesian time series models. Zbl 07480189 Bürkner, Paul-Christian; Gabry, Jonah; Vehtari, Aki 10 2020 Modelling monotonic effects of ordinal predictors in Bayesian regression models. Zbl 1534.62173 Bürkner, Paul-Christian; Charpentier, Emmanuel 3 2020 Optimal designs for the generalized partial credit model. Zbl 1420.62326 Bürkner, Paul-Christian; Schwabe, Rainer; Holling, Heinz 2 2019 Optimal design of the Wilcoxon-Mann-Whitney-test. Zbl 1357.62312 Bürkner, Paul-Christian; Doebler, Philipp; Holling, Heinz 1 2017 all cited Publications top 5 cited Publications all top 5 Cited by 254 Authors 8 Bürkner, Paul-Christian 8 Vehtari, Aki 3 Kröker, Ilja 3 Nowak, Wolfgang 3 Oladyshkin, Sergey 2 Afkham, Babak Maboudi 2 Beskos, Alexandros 2 Gelman, Andrew 2 Goodrich, Benjamin 2 Hansen, Per Christian 2 Perepolkin, Dmytro 2 Sahlin, Ullrika 2 Uribe, Felipe 1 Aguilar, Javier Enrique 1 Akhmatskaya, Elena 1 Akyildiz, Ömer Deniz 1 Alexopoulos, Angelos 1 Alghamdi, Amal Mohammed A 1 Alkema, Leontine 1 Alvares, Danilo 1 Anderson, G. Brooke 1 Aßmann, Christian 1 Baade, Peter D. 1 Baker, Ruth Elizabeth 1 Bales, Ben 1 Bathke, Arne C. 1 Becker, Benjamin 1 Bégin, Jean-François 1 Biswas, Niloy 1 Blencowe, Hannah 1 Bodnar, Olha 1 Bodnar, Taras 1 Bondell, Howard D. 1 Boonstra, Philip S. 1 Breinyn, Isaac B. 1 Bringmann, Laura F. 1 Brunner, Edgar 1 Bulliard, Jean-Luc 1 Burbano-Moreno, Alvaro Alexander 1 Cahill, Niamh 1 Cameron, Jessica 1 Campbell, Micheline 1 Carpenter, Bob 1 Carvalho, Luis Eduardo 1 Castro-Alvarez, Sebastian 1 Challenor, Peter G. 1 Chan, Jennifer So Kuen 1 Chase, Elizabeth C. 1 Che, Yifeng 1 Chekouo, Thierry 1 Chen, Irena 1 Chertkov, Michael 1 Chouzenoux, Emilie 1 Christensen, Silja L. 1 Cohen, Daniel J. 1 Collier, Willem 1 Collins, Gavin Q. 1 Corander, Jukka 1 Cramb, Susanna M. 1 Croke, Jacky 1 Darwin, P. 1 De Iorio, Maria 1 de Leon, Alexander R. 1 Dellaportas, Petros 1 Dhulipala, Somayajulu L. N. 1 Dong, Yiqiu 1 Elliott, Michael R. 1 Elvira, Víctor 1 Ernst, Jennifer 1 Fernández-Pendás, Mario 1 Fix, Miranda J. 1 Fox, Colin D. 1 Franco, Vithor Rosa 1 Francom, Devin 1 French, Benjamin 1 Frick, Susanne 1 Gaasch, Jean-Christoph 1 Gabry, Jonah 1 Gertheiss, Jan 1 Ghattas, Omar N. 1 Gijo, E. V. 1 Göddeke, Dominik 1 Goodfellow, Marc 1 Graham-Brady, Lori L. 1 Graham, Matthew M. 1 Greene, Tom H. 1 Grinsztajn, Léo 1 Grumitt, Richard D. P. 1 Grzegorczyk, Marco A. 1 Haaland, Benjamin 1 Hannachi, Fareh 1 Happ, Martin 1 Harlow, Siobán D. 1 Harrell, Frank E. jun. 1 Hartmann, Raphael 1 Heck, Daniel W. 1 Heinävaara, Sirpa 1 Hinkle, Jacob 1 Hogg, James 1 Holbrook, Andrew J. ...and 154 more Authors all top 5 Cited in 47 Serials 8 The Annals of Applied Statistics 8 Statistics and Computing 8 Statistics in Medicine 4 Psychometrika 4 British Journal of Mathematical & Statistical Psychology 4 SIAM/ASA Journal on Uncertainty Quantification 3 Inverse Problems 3 Journal of Computational Physics 3 Bayesian Analysis 2 Journal of the American Statistical Association 2 Statistical Science 2 Computational Statistics and Data Analysis 2 Electronic Journal of Statistics 2 Environmetrics 1 The Canadian Journal of Statistics 1 Classical and Quantum Gravity 1 Computer Methods in Applied Mechanics and Engineering 1 Journal of the Franklin Institute 1 Bulletin of Mathematical Biology 1 ACM Transactions on Mathematical Software 1 Biometrical Journal 1 Biometrics 1 International Statistical Review 1 Journal of Mathematical Psychology 1 The Journal of Mathematical Sociology 1 Statistics 1 Neural Networks 1 Computational Statistics 1 Communications in Statistics. Simulation and Computation 1 Communications in Statistics. Theory and Methods 1 Journal of Statistical Computation and Simulation 1 Archives of Control Sciences 1 Statistical Papers 1 Bernoulli 1 Computational Geosciences 1 Logic and Logical Philosophy 1 ASTIN Bulletin 1 North American Actuarial Journal 1 Journal of Cosmology and Astroparticle Physics 1 Thailand Statistician 1 GAMM-Mitteilungen 1 Journal of Physics A: Mathematical and Theoretical 1 Statistics Surveys 1 Journal of Computational and Graphical Statistics 1 Japanese Journal of Statistics and Data Science 1 SN Operations Research Forum 1 Stat all top 5 Cited in 17 Fields 74 Statistics (62-XX) 13 Numerical analysis (65-XX) 9 Probability theory and stochastic processes (60-XX) 4 Game theory, economics, finance, and other social and behavioral sciences (91-XX) 3 Computer science (68-XX) 3 Biology and other natural sciences (92-XX) 2 Relativity and gravitational theory (83-XX) 1 Mathematical logic and foundations (03-XX) 1 Ordinary differential equations (34-XX) 1 Dynamical systems and ergodic theory (37-XX) 1 Integral transforms, operational calculus (44-XX) 1 Calculus of variations and optimal control; optimization (49-XX) 1 Mechanics of deformable solids (74-XX) 1 Fluid mechanics (76-XX) 1 Astronomy and astrophysics (85-XX) 1 Geophysics (86-XX) 1 Systems theory; control (93-XX) Citations by Year