@article{UBHD-69112812, author={Mertens, Alica and Mertens, Ulf K. and Lerche, Veronika}, title={On the difficulty to think in ratios}, subtitle={a methodological bias in Stevens’ magnitude estimation procedure}, year={2021}, pages={2347-2365}, language={eng}, issn={1943-393X}, volume={83}, number={5}, note={Gesehen am 15.08.2023}, journal={Attention, perception, & psychophysics}, doi={10.3758/s13414-021-02266-5}, url={https://doi.org/10.3758/s13414-021-02266-5}, library={UB}, } @article{UBHD-68237665, author={Mertens, Ulf K. and Voß, Andreas and Radev, Stefan}, title={ABrox}, subtitle={a user-friendly Python module for approximate Bayesian computation with a focus on model comparison}, year={2018}, language={eng}, issn={1932-6203}, volume={13(2018}, note={Gesehen am 29.03.2018}, journal={PLOS ONE}, doi={10.1371/journal.pone.0193981}, url={http://dx.doi.org/10.1371/journal.pone.0193981}, library={UB}, } @book{UBHD-68396975, author={Mertens, Ulf K.}, title={Deep learning methods for likelihood-free inference}, subtitle={approximating the posterior distribution with convolutional neural networks}, address={Heidelberg}, year={2019}, pages={1 Online-Ressource (128 Seiten)}, language={eng}, school={Dissertation, Heidelberg University, 2019}, doi={10.11588/heidok.00026383}, keywords={Deep Learning}, url={https://nbn-resolving.org/urn:nbn:de:bsz:16-heidok-263839}, library={UB}, } @book{UBHD-68418735, author={Mertens, Ulf K.}, organization={Universit{\"a}t Heidelberg}, title={Deep learning methods for likelihood-free inference}, subtitle={approximating the posterior distribution with convolutional neural networks}, address={Heidelberg}, year={2019}, pages={1 Band (verschiedene Seitenz{\"a}hlungen)}, language={eng}, note={Publikationsbasierte Dissertation bestehend aus einem Text und 3 Zeitschriftenaufs{\"a}tzen}, school={Dissertation, Heidelberg University, 2019}, keywords={Deep Learning}, library={UB [Signatur: 2019 Q 36]}, } @article{UBHD-68479951, author={Neubauer, Andreas B. and Voß, Andreas and Mertens, Ulf K.}, title={Estimating reliability of within-person couplings in a multilevel framework}, year={2020}, pages={10-21}, language={eng}, issn={1532-7752}, volume={102}, number={1}, note={Published online: 11 Jan 2019 ; Gesehen am 23.01.2020}, journal={Journal of personality assessment}, doi={10.1080/00223891.2018.1521418}, } @article{UBHD-68916149, author={Radev, Stefan and Mertens, Ulf K. and Voß, Andreas and Ardizzone, Lynton and K{\"o}the, Ullrich}, title={BayesFlow}, subtitle={learning complex stochastic models with invertible neural networks}, year={2022}, pages={15 S.}, language={eng}, issn={2162-237X}, volume={33}, note={Date of publication: 18 December 2020 ; Gesehen am 31.05.2022}, journal={IEEE transactions on neural networks and learning systems}, doi={10.1109/TNNLS.2020.3042395}, } @article{UBHD-68562422, author={Radev, Stefan and Mertens, Ulf K. and Voß, Andreas and K{\"o}the, Ullrich}, title={Towards end‐to‐end likelihood‐free inference with convolutional neural networks}, year={2020}, pages={23-43}, language={eng}, issn={2044-8317}, volume={73}, number={1}, note={First published: 22 February 2019 ; Gesehen am 07.04.2020}, journal={The British journal of mathematical and statistical psychology}, doi={10.1111/bmsp.12159}, } @article{UBHD-68796238, author={Schweinsberg, Martin and Feldman, Michael and Staub, Nicola and Akker, Olmo R. van den and Aert, Robbie C. M. van and Assen, Marcel A. L. M. van and Liu, Yang and Althoff, Tim and Heer, Jeffrey and Kale, Alex and Mohamed, Zainab and Amireh, Hashem and Prasad, Vaishali Venkatesh and Bernstein, Abraham and Robinson, Emily and Snellman, Kaisa and Sommer, S. Amy and Otner, Sarah M. G. and Robinson, David and Madan, Nikhil and Silberzahn, Raphael and Goldstein, Pavel and Tierney, Warren and Murase, Toshio and Mandl, Benjamin and Viganola, Domenico and Strobl, Carolin and Schaumans, Catherine B. C. and Kelchtermans, Stijn and Naseeb, Chan and Garrison, S. Mason and Yarkoni, Tal and Chan, C. S. Richard and Adie, Prestone and Alaburda, Paulius and Albers, Casper and Alspaugh, Sara and Alstott, Jeff and Nelson, Andrew A. and Ariño, Eduardo de la Rubia and Arzi, Adbi and Bahník, Štěpán and Baik, Jason and Balling, Laura Winther and Banker, Sachin and Baranger, David A. A. and Barr, Dale J. and Barros-Rivera, Brenda and Bauer, Matt and Blaise, Enuh and Boelen, Lisa and Carbonell, Katerina Bohle and Briers, Robert A. and Burkhard, Oliver and Canela, Miguel-Angel and Castrillo, Laura and Catlett, Timothy and Chen, Olivia and Clark, Michael and Cohn, Brent and Coppock, Alex and Cugueró-Escofet, Natàlia and Curran, Paul G. and Cyrus-Lai, Wilson and Dai, David and Dalla Riva, Giulio Valentino and Danielsson, Henrik and Russo, Rosária de F. S. Macri and De Silva, Niko and Derungs, Curdin and Dondelinger, Frank and Duarte de Souza, Carolina and Dube, B. Tyson and Dubova, Marina and Dunn, Ben Mark and Edelsbrunner, Peter Adriaan and Finley, Sara and Fox, Nick and Gnambs, Timo and Gong, Yuanyuan and Grand, Erin and Greenawalt, Brandon and Han, Dan and Hanel, Paul H. P. and Hong, Antony B. and Hood, David and Hsueh, Justin and Huang, Lilian and Hui, Kent N. and Hultman, Keith A. and Javaid, Azka and Jiang, Lily Ji and Jong, Jonathan and Kamdar, Jash and Kane, David and Kappler, Gregor and Kaszubowski, Erikson and Kavanagh, Christopher M. and Khabsa, Madian and Kleinberg, Bennett and Kouros, Jens and Krause, Heather and Krypotos, Angelos-Miltiadis and Lavbič, Dejan and Lee, Rui Ling and Leffel, Timothy and Lim, Wei Yang and Liverani, Silvia and Loh, Bianca and Lønsmann, Dorte and Low, Jia Wei and Lu, Alton and MacDonald, Kyle and Madan, Christopher R. and Madsen, Lasse Hjorth and Maimone, Christina and Mangold, Alexandra and Marshall, Adrienne and Matskewich, Helena Ester and Mavon, Kimia and McLain, Katherine L. and McNamara, Amelia A. and McNeill, Mhairi and Mertens, Ulf K. and Miller, David and Moore, Ben and Moore, Andrew and Nantz, Eric and Nasrullah, Ziauddin and Nejkovic, Valentina and Nell, Colleen S. and Nelson, Andrew Arthur and Nilsonne, Gustav and Nolan, Rory and O'Brien, Christopher E. and ONeill, Patrick and O'Shea, Kieran and Olita, Toto and Otterbacher, Jahna and Palsetia, Diana and Pereira, Bianca and Pozdniakov, Ivan and Protzko, John and Reyt, Jean-Nicolas and Riddle, Travis and Ridhwan Omar Ali, Amal and Ropovik, Ivan and Rosenberg, Joshua M. and Rothen, Stephane and Schulte-Mecklenbeck, Michael and Sharma, Nirek and Shotwell, Gordon and Skarzynski, Martin and Stedden, William and Stodden, Victoria and Stoffel, Martin A. and Stoltzman, Scott and Subbaiah, Subashini and Tatman, Rachael and Thibodeau, Paul and Tomkins, Sabina and Valdivia, Ana and Woestijne, Gerrieke B Druijj-van de and Viana, Laura and Villesèche, Florence and Wadsworth, W. Duncan and Wanders, Florian and Watts, Krista and Wells, Jason D. and Whelpley, Christopher E. and Won, Andy and Wu, Lawrence and Yip, Arthur and Youngflesh, Casey and Yu, Ju-Chi and Zandian, Arash and Zhang, Leilei and Zibman, Chava and Uhlmann, Eric Luis}, title={Same data, different conclusions}, subtitle={radical dispersion in empirical results when independent analysts operationalize and test the same hypothesis}, year={2021}, pages={228-249}, language={eng}, issn={0749-5978}, volume={165(2021) vom: Juli}, note={Gesehen am 03.11.2021}, journal={Organizational behavior and human decision processes}, doi={10.1016/j.obhdp.2021.02.003}, } @incollection{UBHD-68796076, author={Schweinsberg, Martin and Feldman, Michael and Staub, Nicola and Akker, Olmo R. van den and Aert, Robbie C. M. van and Assen, Marcel A. L. M. van and Liu, Yang and Althoff, Tim and Heer, Jeffrey and Kale, Alex and Mohamed, Zainab and Amireh, Hashem and Prasad, Vaishali Venkatesh and Bernstein, Abraham and Robinson, Emily and Snellman, Kaisa and Sommer, S. Amy and Otner, Sarah M. G. and Robinson, David and Madan, Nikhil and Silberzahn, Raphael and Goldstein, Pavel and Tierney, Warren and Murase, Toshio and Mandl, Benjamin and Viganola, Domenico and Strobl, Carolin and Schaumans, Catherine B. C. and Kelchtermans, Stijn and Naseeb, Chan and Garrison, S. Mason and Yarkoni, Tal and Chan, C. S. Richard and Adie, Prestone and Alaburda, Paulius and Albers, Casper and Alspaugh, Sara and Alstott, Jeff and Nelson, Andrew A. and Ariño, Eduardo de la Rubia and Arzi, Adbi and Bahník, Štěpán and Baik, Jason and Balling, Laura Winther and Banker, Sachin and Baranger, David A. A. and Barr, Dale J. and Barros-Rivera, Brenda and Bauer, Matt and Blaise, Enuh and Boelen, Lisa and Carbonell, Katerina Bohle and Briers, Robert A. and Burkhard, Oliver and Canela, Miguel-Angel and Castrillo, Laura and Catlett, Timothy and Chen, Olivia and Clark, Michael and Cohn, Brent and Coppock, Alex and Cugueró-Escofet, Natàlia and Curran, Paul G. and Cyrus-Lai, Wilson and Dai, David and Dalla Riva, Giulio Valentino and Danielsson, Henrik and Russo, Rosária de F. S. Macri and De Silva, Niko and Derungs, Curdin and Dondelinger, Frank and Duarte de Souza, Carolina and Dube, B. Tyson and Dubova, Marina and Dunn, Ben Mark and Edelsbrunner, Peter Adriaan and Finley, Sara and Fox, Nick and Gnambs, Timo and Gong, Yuanyuan and Grand, Erin and Greenawalt, Brandon and Han, Dan and Hanel, Paul H. P. and Hong, Antony B. and Hood, David and Hsueh, Justin and Huang, Lilian and Hui, Kent N. and Hultman, Keith A. and Javaid, Azka and Jiang, Lily Ji and Jong, Jonathan and Kamdar, Jash and Kane, David and Kappler, Gregor and Kaszubowski, Erikson and Kavanagh, Christopher M. and Khabsa, Madian and Kleinberg, Bennett and Kouros, Jens and Krause, Heather and Krypotos, Angelos-Miltiadis and Lavbič, Dejan and Lee, Rui Ling and Leffel, Timothy and Lim, Wei Yang and Liverani, Silvia and Loh, Bianca and Lønsmann, Dorte and Low, Jia Wei and Lu, Alton and MacDonald, Kyle and Madan, Christopher R. and Madsen, Lasse Hjorth and Maimone, Christina and Mangold, Alexandra and Marshall, Adrienne and Matskewich, Helena Ester and Mavon, Kimia and McLain, Katherine L. and McNamara, Amelia A. and McNeill, Mhairi and Mertens, Ulf K. and Miller, David and Moore, Ben and Moore, Andrew and Nantz, Eric and Nasrullah, Ziauddin and Nejkovic, Valentina and Nell, Colleen S. and Nelson, Andrew Arthur and Nilsonne, Gustav and Nolan, Rory and O'Brien, Christopher E. and ONeill, Patrick and O'Shea, Kieran and Olita, Toto and Otterbacher, Jahna and Palsetia, Diana and Pereira, Bianca and Pozdniakov, Ivan and Protzko, John and Reyt, Jean-Nicolas and Riddle, Travis and Ridhwan Omar Ali, Amal and Ropovik, Ivan and Rosenberg, Joshua M. and Rothen, Stephane and Schulte-Mecklenbeck, Michael and Sharma, Nirek and Shotwell, Gordon and Skarzynski, Martin and Stedden, William and Stodden, Victoria and Stoffel, Martin A. and Stoltzman, Scott and Subbaiah, Subashini and Tatman, Rachael and Thibodeau, Paul and Tomkins, Sabina and Valdivia, Ana and Woestijne, Gerrieke B Druijj-van de and Viana, Laura and Villesèche, Florence and Wadsworth, W. Duncan and Wanders, Florian and Watts, Krista and Wells, Jason D. and Whelpley, Christopher E. and Won, Andy and Wu, Lawrence and Yip, Arthur and Youngflesh, Casey and Yu, Ju-Chi and Zandian, Arash and Zhang, Leilei and Zibman, Chava and Uhlmann, Eric Luis}, title={Same data, different conclusions}, subtitle={radical dispersion in empirical results when independent analysts operationalize and test the same hypothesis}, year={2021}, pages={228-249}, language={eng}, journal={Organizational behavior and human decision processes}, doi={10.1016/j.obhdp.2021.02.003}, } @book{UBHD-68279537, author={Voß, Andreas and Mertens, Ulf K. and Radev, Stefan}, title={Learning the likelihood}, subtitle={using deepInference for the estimation of diffusion-model and Lévy flight parameters [dataset]}, publisher={Universit{\"a}t}, address={Heidelberg}, year={2018}, pages={1 Online-Ressource (5 Files)}, language={eng}, note={Gesehen am 02.07.2018 ; Deposit date: 2018-06-21 ; Grant information: Deutsche Forschungsgemeinschaft (DFG): Vo-1288-2}, doi={10.11588/data/HY4OBJ}, url={http://dx.doi.org/10.11588/data/HY4OBJ}, library={UB}, } @article{UBHD-68488537, author={Voß, Andreas and Lerche, Veronika and Mertens, Ulf K. and Voß, Jochen}, title={Sequential sampling models with variable boundaries and non-normal noise}, subtitle={A comparison of six models}, year={2019}, pages={813-832}, language={eng}, issn={1531-5320}, volume={26}, number={3}, note={Published online: 16 January 2019 ; Gesehen am 13.02.2020}, journal={Psychonomic bulletin & review}, doi={10.3758/s13423-018-1560-4}, } @article{UBHD-68197514, author={Walker, Jochen and Mertens, Ulf K.}, title={Effect on healthcare utilization and costs of spinal manual therapy for acute low back pain in routine care}, subtitle={a propensity score matched cohort study}, year={2017}, language={eng}, issn={1932-6203}, volume={12(2017}, note={Gesehen am 04.12.2017}, journal={PLOS ONE}, doi={10.1371/journal.pone.0177255}, }