Visualization in Bayesian workflow
Gabry, Jonah, Simpson, Daniel, Vehtari, Aki, Betancourt, Michael, Gelman, Andrew
Published in Journal of the Royal Statistical Society. Series A, Statistics in society (01.02.2019)
Published in Journal of the Royal Statistical Society. Series A, Statistics in society (01.02.2019)
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Journal Article
An additive Gaussian process regression model for interpretable non-parametric analysis of longitudinal data
Cheng, Lu, Ramchandran, Siddharth, Vatanen, Tommi, Lietzén, Niina, Lahesmaa, Riitta, Vehtari, Aki, Lähdesmäki, Harri
Published in Nature communications (17.04.2019)
Published in Nature communications (17.04.2019)
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Journal Article
Deep Learning Spectroscopy: Neural Networks for Molecular Excitation Spectra
Ghosh, Kunal, Stuke, Annika, Todorović, Milica, Jørgensen, Peter Bjørn, Schmidt, Mikkel N., Vehtari, Aki, Rinke, Patrick
Published in Advanced science (03.05.2019)
Published in Advanced science (03.05.2019)
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Journal Article
Bayesian cross-validation by parallel Markov chain Monte Carlo
Cooper, Alex, Vehtari, Aki, Forbes, Catherine, Simpson, Dan, Kennedy, Lauren
Published in Statistics and computing (01.08.2024)
Published in Statistics and computing (01.08.2024)
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Journal Article
Interindividual variability and lateralization of μ-opioid receptors in the human brain
Kantonen, Tatu, Karjalainen, Tomi, Isojärvi, Janne, Nuutila, Pirjo, Tuisku, Jouni, Rinne, Juha, Hietala, Jarmo, Kaasinen, Valtteri, Kalliokoski, Kari, Scheinin, Harry, Hirvonen, Jussi, Vehtari, Aki, Nummenmaa, Lauri
Published in NeuroImage (Orlando, Fla.) (15.08.2020)
Published in NeuroImage (Orlando, Fla.) (15.08.2020)
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Journal Article
Risk of recurrence of gastrointestinal stromal tumour after surgery: an analysis of pooled population-based cohorts
Joensuu, Heikki, Prof, Vehtari, Aki, DSci, Riihimäki, Jaakko, MSc, Nishida, Toshirou, MD, Steigen, Sonja E, MD, Brabec, Peter, MSci, Plank, Lukas, Prof, Nilsson, Bengt, MD, Cirilli, Claudia, BSc, Braconi, Chiara, MD, Bordoni, Andrea, MD, Magnusson, Magnus K, MD, Linke, Zdenek, MD, Sufliarsky, Jozef, MD, Federico, Massimo, MD, Jonasson, Jon G, MD, Dei Tos, Angelo Paolo, MD, Rutkowski, Piotr, MD
Published in The lancet oncology (01.03.2012)
Published in The lancet oncology (01.03.2012)
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Journal Article
Good practices for Bayesian optimization of high dimensional structured spaces
Siivola, Eero, Paleyes, Andrei, González, Javier, Vehtari, Aki
Published in Applied AI Letters (01.06.2021)
Published in Applied AI Letters (01.06.2021)
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Journal Article
Efficient leave-one-out cross-validation for Bayesian non-factorized normal and Student-t models
Bürkner, Paul-Christian, Gabry, Jonah, Vehtari, Aki
Published in Computational statistics (01.06.2021)
Published in Computational statistics (01.06.2021)
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Journal Article
Detecting and diagnosing prior and likelihood sensitivity with power-scaling
Kallioinen, Noa, Paananen, Topi, Bürkner, Paul-Christian, Vehtari, Aki
Published in Statistics and computing (01.02.2024)
Published in Statistics and computing (01.02.2024)
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Journal Article
Implicitly adaptive importance sampling
Paananen, Topi, Piironen, Juho, Bürkner, Paul-Christian, Vehtari, Aki
Published in Statistics and computing (2021)
Published in Statistics and computing (2021)
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