Academic literature on the topic 'Approximate Bayesian Computation'
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Journal articles on the topic "Approximate Bayesian Computation"
Beaumont, Mark A. "Approximate Bayesian Computation." Annual Review of Statistics and Its Application 6, no. 1 (2019): 379–403. http://dx.doi.org/10.1146/annurev-statistics-030718-105212.
Full textSunnåker, Mikael, Alberto Giovanni Busetto, Elina Numminen, Jukka Corander, Matthieu Foll, and Christophe Dessimoz. "Approximate Bayesian Computation." PLoS Computational Biology 9, no. 1 (2013): e1002803. http://dx.doi.org/10.1371/journal.pcbi.1002803.
Full textCeleux, Gilles. "Approximate Bayesian computation methods." Statistics and Computing 22, no. 6 (2012): 1165–66. http://dx.doi.org/10.1007/s11222-012-9350-8.
Full textBeaumont, M. A., J. M. Cornuet, J. M. Marin, and C. P. Robert. "Adaptive approximate Bayesian computation." Biometrika 96, no. 4 (2009): 983–90. http://dx.doi.org/10.1093/biomet/asp052.
Full textTempleton, Alan R. "Correcting Approximate Bayesian Computation." Trends in Ecology & Evolution 25, no. 9 (2010): 488–89. http://dx.doi.org/10.1016/j.tree.2010.06.009.
Full textPrescott, Thomas P., and Ruth E. Baker. "Multifidelity Approximate Bayesian Computation." SIAM/ASA Journal on Uncertainty Quantification 8, no. 1 (2020): 114–38. http://dx.doi.org/10.1137/18m1229742.
Full textTurner, Brandon M., and Trisha Van Zandt. "Hierarchical Approximate Bayesian Computation." Psychometrika 79, no. 2 (2013): 185–209. http://dx.doi.org/10.1007/s11336-013-9381-x.
Full textFearnhead, Paul, and Dennis Prangle. "Constructing summary statistics for approximate Bayesian computation: semi-automatic approximate Bayesian computation." Journal of the Royal Statistical Society: Series B (Statistical Methodology) 74, no. 3 (2012): 419–74. http://dx.doi.org/10.1111/j.1467-9868.2011.01010.x.
Full textMartin, James S., Ajay Jasra, Sumeetpal S. Singh, Nick Whiteley, Pierre Del Moral, and Emma McCoy. "Approximate Bayesian Computation for Smoothing." Stochastic Analysis and Applications 32, no. 3 (2014): 397–420. http://dx.doi.org/10.1080/07362994.2013.879262.
Full textFranks, Jordan J. "Handbook of Approximate Bayesian Computation." Journal of the American Statistical Association 115, no. 532 (2020): 2100–2101. http://dx.doi.org/10.1080/01621459.2020.1846973.
Full textDissertations / Theses on the topic "Approximate Bayesian Computation"
Ratmann, Oliver Rene. "Approximate Bayesian Computation under model uncertainty." Thesis, Imperial College London, 2010. http://ethos.bl.uk/OrderDetails.do?uin=uk.bl.ethos.520934.
Full textWebster, Mark Graham Moody. "Convergence properties of approximate Bayesian computation." Thesis, University of Leeds, 2016. http://etheses.whiterose.ac.uk/16197/.
Full textRuli, Erlis. "Recent Advances in Approximate Bayesian Computation Methods." Doctoral thesis, Università degli studi di Padova, 2014. http://hdl.handle.net/11577/3423529.
Full textFan, Hang. "Estimation of Species Tree Using Approximate Bayesian Computation." The Ohio State University, 2010. http://rave.ohiolink.edu/etdc/view?acc_num=osu1281732679.
Full textPrangle, Dennis. "Summary statistics and sequential methods for approximate Bayesian computation." Thesis, Lancaster University, 2011. http://eprints.lancs.ac.uk/62703/.
Full textCampos, Thiago Feitosa. "Aplicações do approximate Bayesian computation a controle de qualidade." Universidade de São Paulo, 2015. http://www.teses.usp.br/teses/disponiveis/45/45133/tde-15102015-174147/.
Full textMcCloskey, Rosemary Martha. "Phylogenetic estimation of contact network parameters with approximate Bayesian computation." Thesis, University of British Columbia, 2016. http://hdl.handle.net/2429/58663.
Full textSimola, Umberto. "Developments in Approximate Bayesian Computation and Statistical Applications in Astrostatistics." Doctoral thesis, Università degli studi di Padova, 2018. http://hdl.handle.net/11577/3423284.
Full textJunior, Ricardo Fernandes Campos. "Divergência populacional e expansão demográfica de Dendrocolaptes platyrostris (Aves: Dendrocolaptidae) no final do Quaternário." Universidade de São Paulo, 2012. http://www.teses.usp.br/teses/disponiveis/41/41131/tde-22012013-102652/.
Full textBergqvist, Oscar. "Calibration of Breast Cancer Natural History Models Using Approximate Bayesian Computation." Thesis, KTH, Matematisk statistik, 2020. http://urn.kb.se/resolve?urn=urn:nbn:se:kth:diva-273605.
Full textBooks on the topic "Approximate Bayesian Computation"
Sisson, S. A., Y. Fan, and M. A. Beaumont, eds. Handbook of Approximate Bayesian Computation. Chapman and Hall/CRC, 2018. http://dx.doi.org/10.1201/9781315117195.
Full textBeaumont, Mark, Scott A. Sisson, and Yanan Fan. Handbook of Approximate Bayesian Computation. Taylor & Francis Group, 2018.
Find full textBeaumont, Mark, Scott A. Sisson, and Yanan Fan. Handbook of Approximate Bayesian Computation. Taylor & Francis Group, 2018.
Find full textBeaumont, Mark, Scott A. Sisson, and Yanan Fan. Handbook of Approximate Bayesian Computation. Taylor & Francis Group, 2018.
Find full textBeaumont, M. A., S. A. Sisson, and Y. Fan. Handbook of Approximate Bayesian Computation. Taylor & Francis Group, 2020.
Find full textBeaumont, Mark, Scott A. Sisson, and Yanan Fan. Approximate Bayesian Computation: Likelihood-Free Methods for Complex Models. Taylor & Francis Group, 2018.
Find full textLoos, Carolin. Analysis of Single-Cell Data: ODE Constrained Mixture Modeling and Approximate Bayesian Computation. Springer Spektrum, 2016.
Find full textLoos, Carolin. Analysis of Single-Cell Data: ODE Constrained Mixture Modeling and Approximate Bayesian Computation. Spektrum Akademischer Verlag GmbH, 2016.
Find full textBook chapters on the topic "Approximate Bayesian Computation"
Martin, Osvaldo A., Ravin Kumar, and Junpeng Lao. "Approximate Bayesian Computation." In Bayesian Modeling and Computation in Python. Chapman and Hall/CRC, 2021. http://dx.doi.org/10.1201/9781003019169-8.
Full textPlagnol, Vincent, and Simon Tavaré. "Approximate Bayesian Computation and MCMC." In Monte Carlo and Quasi-Monte Carlo Methods 2002. Springer Berlin Heidelberg, 2004. http://dx.doi.org/10.1007/978-3-642-18743-8_5.
Full textChiachío-Ruano, Manuel, Juan Chiachío-Ruano, and María L. Jalón. "Solving Inverse Problems by Approximate Bayesian Computation." In Bayesian Inverse Problems. CRC Press, 2021. http://dx.doi.org/10.1201/b22018-3.
Full textSisson, S. A., Y. Fan, and M. A. Beaumont. "Overview of ABC." In Handbook of Approximate Bayesian Computation. Chapman and Hall/CRC, 2018. http://dx.doi.org/10.1201/9781315117195-1.
Full textFearnhead, Paul. "Asymptotics of ABC." In Handbook of Approximate Bayesian Computation. Chapman and Hall/CRC, 2018. http://dx.doi.org/10.1201/9781315117195-10.
Full textRatmann, Oliver, Anton Camacho, Sen Hu, and Caroline Colijn. "Informed Choices: How to Calibrate ABC with Hypothesis Testing." In Handbook of Approximate Bayesian Computation. Chapman and Hall/CRC, 2018. http://dx.doi.org/10.1201/9781315117195-11.
Full textDrovandi, Christopher C., Clara Grazian, Kerrie Mengersen, and Christian Robert. "Approximating the Likelihood in ABC." In Handbook of Approximate Bayesian Computation. Chapman and Hall/CRC, 2018. http://dx.doi.org/10.1201/9781315117195-12.
Full textKousathanas, Athanasios, Pablo Duchen, and Daniel Wegmann. "A Guide to General-Purpose ABC Software." In Handbook of Approximate Bayesian Computation. Chapman and Hall/CRC, 2018. http://dx.doi.org/10.1201/9781315117195-13.
Full textBarthelmé, Simon, Nicolas Chopin, and Vincent Cottet. "Divide and Conquer in ABC." In Handbook of Approximate Bayesian Computation. Chapman and Hall/CRC, 2018. http://dx.doi.org/10.1201/9781315117195-14.
Full textPeters, Gareth W., Efstathios Panayi, and Francois Septier. "Sequential Monte Carlo-ABC Methods for Estimation of Stochastic Simulation Models of the Limit Order Book." In Handbook of Approximate Bayesian Computation. Chapman and Hall/CRC, 2018. http://dx.doi.org/10.1201/9781315117195-15.
Full textConference papers on the topic "Approximate Bayesian Computation"
Gu, Q., G. Angelis, D. Bailey, et al. "Parametric Maps of Kinetic Heterogeneity and Ki in Dynamic Total Body PET using Approximate Bayesian Computation." In 2024 IEEE Nuclear Science Symposium (NSS), Medical Imaging Conference (MIC) and Room Temperature Semiconductor Detector Conference (RTSD). IEEE, 2024. http://dx.doi.org/10.1109/nss/mic/rtsd57108.2024.10657628.
Full textDuewall, Clinton M., and Mahmoud M. El-Halwagi. "Constraint Formulations for Bayesian Optimization of Process Simulations: General Approach and Application to Post-Combustion Carbon Capture." In Foundations of Computer-Aided Process Design. PSE Press, 2024. http://dx.doi.org/10.69997/sct.170471.
Full textSingh, Prashant, and Andreas Hellander. "HYPERPARAMETER OPTIMIZATION FOR APPROXIMATE BAYESIAN COMPUTATION." In 2018 Winter Simulation Conference (WSC). IEEE, 2018. http://dx.doi.org/10.1109/wsc.2018.8632304.
Full textDedecius, Kamil, and Petar M. Djuric. "Diffusion filtration with approximate Bayesian computation." In ICASSP 2015 - 2015 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP). IEEE, 2015. http://dx.doi.org/10.1109/icassp.2015.7178563.
Full textNadjahi, Kimia, Valentin De Bortoli, Alain Durmus, Roland Badeau, and Umut Simsekli. "Approximate Bayesian Computation with the Sliced-Wasserstein Distance." In ICASSP 2020 - 2020 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP). IEEE, 2020. http://dx.doi.org/10.1109/icassp40776.2020.9054735.
Full textO'Meara, Brian C., and Barbara Banbury. "APPROXIMATE BAYESIAN COMPUTATION FOR TRAIT EVOLUTION ON PHYLOGENIES." In GSA Annual Meeting in Denver, Colorado, USA - 2016. Geological Society of America, 2016. http://dx.doi.org/10.1130/abs/2016am-287739.
Full textBatista Godoy, Vitória, Samuel da Silva, and Rafael de Oliveira Teloli. "Data-Driven Bayesian Modeling Using Approximate Bayesian Computation for Heat Exchanger Monitoring." In 20th Brazilian Congress of Thermal Sciences and Engineering. ABCM, 2024. https://doi.org/10.26678/abcm.encit2024.cit24-0725.
Full textDoronina, Olga, Jason, Christopher, Colin A. Z. Towery, Peter Hamlington, and Werner J. A. Dahm. "Autonomic Closure for Turbulent Flows Using Approximate Bayesian Computation." In 2018 AIAA Aerospace Sciences Meeting. American Institute of Aeronautics and Astronautics, 2018. http://dx.doi.org/10.2514/6.2018-0594.
Full textMarin, Jean-Michel, Pierre Pudlo, and Mohammed Sedki. "Optimal parallelization of a sequential approximate Bayesian computation algorithm." In 2012 Winter Simulation Conference - (WSC 2012). IEEE, 2012. http://dx.doi.org/10.1109/wsc.2012.6465244.
Full textBharti, Ayush, and Troels Pedersen. "Calibration of Stochastic Channel Models Using Approximate Bayesian Computation." In 2019 IEEE Globecom Workshops (GC Wkshps). IEEE, 2019. http://dx.doi.org/10.1109/gcwkshps45667.2019.9024563.
Full textReports on the topic "Approximate Bayesian Computation"
Pieterjan, Robbe, Tiernan Casey, Christopher Matthews, et al. Calibration of the diffusivity predictions of Centipede using approximate Bayesian computation and applications in Nyx (engineering scale) and Xolotl-MARMOT (meso-scale) simulations. Office of Scientific and Technical Information (OSTI), 2022. http://dx.doi.org/10.2172/1845228.
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