Stan : A Probabilistic Programming Language
Carpenter, Bob, Gelman, Andrew, Hoffman, Matthew D., Lee, Daniel, Goodrich, Ben, Betancourt, Michael, Brubaker, Marcus, Guo, Jiqiang +2 more·2017·Journal of Statistical Software
Cited by (1,020)
Items 101–200 of 1,020
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- Designing stem-cell-based dopamine cell replacement trials for Parkinson’s diseaseRoger A. Barker · 2019 · Nature Medicine
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- Heavy quarkonium in extreme conditionsAlexander Rothkopf · 2020 · Physics Reports
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- Quantifying the impact of immune history and variant on SARS-CoV-2 viral kinetics and infection rebound: A retrospective cohort studyJames A. Hay, Stephen M. Kissler, Joseph R. Fauver, Christina DeFilippo Mack, Caroline Gar-Ling Tai, Radhika M Samant, Sarah Connolly, Deverick John Anderson, Gaurav Khullar, Matthew J. MacKay et al. · 2022 · eLife
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- Adapting fit indices for Bayesian structural equation modeling: Comparison to maximum likelihood.Mauricio Garnier‐Villarreal, Terrence D. Jorgensen · 2019 · Psychological Methods
- Global burden of latent multidrug-resistant tuberculosis: trends and estimates based on mathematical modellingGwenan M. Knight, Christopher Finn McQuaid, Peter J. Dodd, Rein M G J Houben · 2019 · The Lancet Infectious Diseases
- Social Influence in Adolescent Decision-Making: A Formal FrameworkSimon Ciranka, Wouter van den Bos · 2019 · Frontiers in Psychology
- Copula-based reliability analysis of degrading systems with dependent failuresGuanqi Fang, Rong Pan, Yili Hong · 2019 · Reliability Engineering & System Safety
- Flood trends in Europe: are changes in small and big floods different?Miriam Bertola, Alberto Viglione, David Lun · 2020 · Hydrology and earth system sciences
- Robustness of statistical methods when measure is affected by ceiling and/or floor effectMatúš Šimkovic, Birgit Träuble · 2019 · PLoS ONE
- Clustered versus catastrophic global vertebrate declinesBrian Leung, Anna L. Hargreaves, Dan A. Greenberg, Brian J. McGill, María Dornelas, Robin Freeman · 2020 · Nature
- mcp: An R Package for Regression With Multiple Change PointsJonas Kristoffer Lindeløv · 2020
- On the Use of Cauchy Prior Distributions for Bayesian Logistic RegressionJoyee Ghosh, Ying-Bo Li, R. Mitra · 2015 · Bayesian Analysis
- Moralization in social networks and the emergence of violence during protestsMooijman, Marlon, Hoover, Joe, Lin, Ying, Ji, Heng, Dehghani, Morteza · 2018 · Nature Human Behaviour
- Modelling microbiome recovery after antibiotics using a stability landscape frameworkLiam P. Shaw, Hassan Bassam, Chris P. Barnes, Ann Sarah Walker, Nigel Jonathan Klein, François Balloux · 2019 · The ISME Journal
- A brain network supporting social influences in human decision-makingLei Zhang, Jan P. Gläscher · 2020 · Science Advances
- Modelling monotonic effects of ordinal predictors in Bayesian regression modelsBürkner, Paul‐Christian, Charpentier, Emmanuel · 2020 · British Journal of Mathematical and Statistical Psychology
- Neural mediators of changes of mind about perceptual decisionsFleming, Stephen M., van der Putten, Elisabeth J., Daw, Nathaniel D. · 2018 · Nature Neuroscience
- Bias from self selection and loss to follow-up in prospective cohort studiesGuido Biele, Kristin Gustavson, Nikolai Olavi Czajkowski, Roy M. Nilsen, Ted Reichborn‐Kjennerud, Per Minor Magnus, Camilla Stoltenberg, Heidi Aase · 2019 · European Journal of Epidemiology
- Hierarchical Bayesian continuous time dynamic modeling.Charles C. Driver, M. Voelkle · 2018 · Psychological methods
- Biomarkers of severity and threshold of allergic reactions during oral peanut challengesAlexandra F. Santos, George Du Toit, Colin O’Rourke, Natalia Becares, Natália C. Couto-Francisco, Suzana Radulović, Ekaterina Khaleva, Monica Basting, Kristina M. Harris, DAVID L. LARSON et al. · 2020 · Journal of Allergy and Clinical Immunology
- Longitudinal brain imaging in preclinical Alzheimer disease: impact of APOE ε4 genotypeMishra, Shruti, Blazey, Tyler M, Holtzman, David M, Cruchaga, Carlos, Su, Yi, Morris, John C, Benzinger, Tammie L S, Gordon, Brian A · 2018 · Brain
- Age-related differences in recall and recognition: a meta-analysisRhodes, Stephen, Greene, Nathaniel R., Naveh-Benjamin, Moshe · 2019 · Psychonomic Bulletin & Review
- Behavioural and neural evidence for self-reinforcing expectancy effects on painJepma, Marieke, Koban, Leonie, van Doorn, Johnny, Jones, Matt, Wager, Tor D. · 2018 · Nature Human Behaviour
- Global patterns and drivers of tree diversity integrated across a continuum of spatial grainsPetr Keil, Jonathan M. Chase · 2019 · Nature Ecology & Evolution
- Heavy quarkonium in extreme conditionsAlexander Rothkopf · 2020 · NORA - Norwegian Open Research Archives
- The problem of infra-marginality in outcome tests for discriminationSimoiu, Camelia, Corbett-Davies, Sam, Goel, Sharad · 2017 · The Annals of Applied Statistics
- How much baseline correction do we need in ERP research? Extended GLM model can replace baseline correction while lifting its limitsPhillip M. Alday · 2019 · Psychophysiology
- Machine Learning and Psychological Research: The Unexplored Effect of MeasurementRoss Jacobucci, Kevin J. Grimm · 2020 · Perspectives on Psychological Science
- Humans primarily use model-based inference in the two-stage taskFeher da Silva, Carolina, Hare, Todd A. · 2020 · Nature Human Behaviour
- Antibody titers against SARS-CoV-2 decline, but do not disappear for several monthsS. Yamayoshi, A. Yasuhara, M. Ito, O. Akasaka, M. Nakamura, I. Nakachi, M. Koga, K. Mitamura, K. Yagi, K. Maeda et al. · 2021 · EClinicalMedicine
- There Is No Evidence That Associations Between Adolescents’ Digital Technology Engagement and Mental Health Problems Have IncreasedVuorre, Matti, Orben, Amy, Przybylski, Andrew K. · 2021 · Clinical Psychological Science
- BAMLSS: Bayesian Additive Models for Location, Scale, and Shape (and Beyond)Nikolaus Umlauf, Nadja Klein, Achim Zeileis · 2017 · Journal of Computational and Graphical Statistics
- Trends in Europe storm surge extremes match the rate of sea-level riseFrancisco Mir Calafat, Thomas Wahl, Michael Getachew Tadesse, Sarah Sparrow · 2022 · Nature
- Soil properties explain tree growth and mortality, but not biomass, across phosphorus-depleted tropical forestsJennifer L. Soong, Ivan A. Janssens, Oriol Grau, Olga Margalef, Clément Stahl, Leandro Van Langenhove, Ifigenia Urbina, Jérôme Chave, Aurélie Dourdain, Bruno Ferry et al. · 2020 · Scientific Reports
- Data-driven models of dominantly-inherited Alzheimer’s disease progression2018
- A Web-Based System for Bayesian Benchmark Dose EstimationKan Shao, Andrew J. Shapiro · 2018 · Environmental Health Perspectives
- Acclimation to Fluctuating Light Impacts the Rapidity of Response and Diurnal Rhythm of Stomatal ConductanceJack S. A. Matthews, Silvère Vialet‐Chabrand, Tracy Lawson · 2018 · PLANT PHYSIOLOGY
- Accelerating MCMC algorithmsChristian P. Robert, V́ıctor Elvira, Nick Tawn, Changye Wu · 2018 · Wiley Interdisciplinary Reviews Computational Statistics
- Trustworthy AIJeannette M. Wing · 2021 · Communications of the ACM
- Trust-Aware Decision Making for Human-Robot CollaborationMin Chen, Stefanos Nikolaidis, Harold Soh, David Hsu, Siddhartha S Srinivasa · 2020 · ACM Transactions on Human-Robot Interaction
- Bayesian Item Response Modeling in R with brms and StanPaul‐Christian Bürkner · 2019 · arXiv (Cornell University)
- RR Lyrae stars as standard candles in the Gaia Data Release 2 EraT. Muraveva, H. E. Delgado, G. Clementini, Luis Manuel Sarro, A. Garofalo · 2018 · Monthly Notices of the Royal Astronomical Society
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- Tests of general relativity with GWTC-3R. Abbott, H. Abe, F.Acernese, K. Ackley, N. Adhikari, R. X. Adhikari, V. K. Adkins, V. B. Adya, C. Affeldt, D. Agarwal et al. · 2025 · Physical review. D/Physical review. D.
- Bayesian Analysis of Tests with Unknown Specificity and Sensitivity2020
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- Determining the neutrino mass with cyclotron radiation emission spectroscopy—Project 8A. Ashtari Esfahani, David M. Asner, S. Böser et al. · 2017 · Journal of Physics G Nuclear and Particle Physics
- Estimating sensitivity of the Kato-Katz technique for the diagnosis of Schistosoma mansoni and hookworm in relation to infection intensityOliver Bärenbold, Giovanna Raso, Jean T. Coulibaly, Eliezer Kouakou N'Goran, Jürg Utzinger, Penelope Vounatsou · 2017 · PLoS neglected tropical diseases
- Quantifying the relationship between genetic diversity and population size suggests natural selection cannot explain Lewontin’s ParadoxVince Buffalo · 2021 · eLife
- Pseudotime estimation: deconfounding single cell time series2016
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