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Advanced Bayesian Multilevel Modeling with the R Package brms

31 May 2017

Papers citing "Advanced Bayesian Multilevel Modeling with the R Package brms"

24 / 24 papers shown

Title
Exploring the anatomy of articulation rate in spontaneous English speech: relationships between utterance length effects and social factors James Tanner Morgan Sonderegger J. Stuart-Smith Tyler Kendall Jeff Mielke Robin Dodsworth Erik R. Thomas 19 2 0 13 Aug 2024
Modelled Multivariate Overlap: A method for measuring vowel merger Irene Smith Morgan Sonderegger The Spade Consortium 23 1 0 24 Jun 2024
People cannot distinguish GPT-4 from a human in a Turing test Cameron R. Jones Benjamin K. Bergen ELM DeLMO 90 34 0 09 May 2024
Uncertainty Quantification and Propagation in Surrogate-based Bayesian Inference Philipp Reiser Javier Enrique Aguilar A. Guthke Paul-Christian Bürkner 151 3 0 08 Dec 2023
Increasing Participation in Peer Production Communities with the Newcomer Homepage Morten Warncke-Wang Rita Ho Marshall Miller Isaac Johnson 26 3 0 18 Aug 2023
Intersectionality in Conversational AI Safety: How Bayesian Multilevel Models Help Understand Diverse Perceptions of Safety Christopher Homan Greg Serapio-García Lora Aroyo Mark Díaz Alicia Parrish Vinodkumar Prabhakaran Alex S. Taylor Ding Wang 86 9 0 20 Jun 2023
SEAM: An Integrated Activation-Coupled Model of Sentence Processing and Eye Movements in Reading M. M. Rabe Dario Paape Daniela Mertzen S. Vasishth Ralf Engbert 33 10 0 09 Mar 2023
The Risks of Ranking: Revisiting Graphical Perception to Model Individual Differences in Visualization Performance Russell Davis Xiaoying Pu Yiren Ding Brian D. Hall Karen Bonilla Mi Feng Matthew Kay Lane Harrison 33 16 0 20 Dec 2022
The interaction of transmission intensity, mortality, and the economy: a retrospective analysis of the COVID-19 pandemic Christian Morgenstern D. Laydon C. Whittaker Swapnil Mishra D. Haw Samir Bhatt N. Ferguson 52 0 0 31 Oct 2022
Modeling structure-building in the brain with CCG parsing and large language models Miloš Stanojević Jonathan Brennan Donald Dunagan Mark Steedman John T. Hale 42 14 0 28 Oct 2022
Meta-Uncertainty in Bayesian Model Comparison Marvin Schmitt Stefan T. Radev Paul-Christian Bürkner UD 58 10 0 13 Oct 2022
A fully Bayesian sparse polynomial chaos expansion approach with joint priors on the coefficients and global selection of terms Paul-Christian Bürkner Ilja Kroker S. Oladyshkin Wolfgang Nowak 70 10 0 12 Apr 2022
Active Learning-Based Multistage Sequential Decision-Making Model with Application on Common Bile Duct Stone Evaluation Hongzhen Tian R. Cohen Chuck Zhang Yajun Mei 47 1 0 13 Jan 2022
Latent space projection predictive inference Alejandro Catalina Paul-Christian Bürkner Aki Vehtari BDL 53 11 0 10 Sep 2021
PANTHER: Pathway Augmented Nonnegative Tensor factorization for HighER-order feature learning Yuan Luo Chengsheng Mao MedIm 47 12 0 15 Dec 2020
A learning perspective on the emergence of abstractions: the curious case of phonemes P. Milin Benjamin V. Tucker Dagmar Divjak 18 7 0 14 Dec 2020
Algorithmic Risk Assessments Can Alter Human Decision-Making Processes in High-Stakes Government Contexts Ben Green Yiling Chen 48 61 0 09 Dec 2020
Multi-Source Data Fusion Outage Location in Distribution Systems via Probabilistic Graph Models Yuxuan Yuan K. Dehghanpour Zhaoyu Wang Fankun Bu 8 0 0 04 Dec 2020
The Wasserstein Impact Measure (WIM): a generally applicable, practical tool for quantifying prior impact in Bayesian statistics Fatemeh Ghaderinezhad Christophe Ley B. Serrien 18 5 0 23 Oct 2020
Projection Predictive Inference for Generalized Linear and Additive Multilevel Models Alejandro Catalina Paul-Christian Bürkner Aki Vehtari 45 28 0 14 Oct 2020
fbst: An R package for the Full Bayesian Significance Test for testing a sharp null hypothesis against its alternative via the e-value Riko Kelter 29 14 0 05 Jun 2020
lgpr: An interpretable nonparametric method for inferring covariate effects from longitudinal data Juho Timonen Henrik Mannerstrom Aki Vehtari Harri Lähdesmäki 56 15 0 07 Dec 2019
Bayesian Item Response Modeling in R with brms and Stan Paul-Christian Bürkner 70 407 0 23 May 2019
The division of labor in communication: Speakers help listeners account for asymmetries in visual perspective Robert D. Hawkins H. Gweon Noah D. Goodman 67 40 0 24 Jul 2018