Nested sampling for physical scientists

Authors: Ashton, Greg, Bernstein, Noam, Buchner, Johannes, Chen, Xi, Csányi, Gábor, Fowlie, Andrew, Feroz, Farhan, Griffiths, Matthew, Handley, Will, Habeck, Michael, Higson, Edward, Hobson, Michael, Lasenby, Anthony, Parkinson, David, Pártay, Livia B., Pitkin, Matthew, Schneider, Doris, Speagle, Joshua S., South, Leah, Veitch, John, Wacker, Philipp, Wales, David J., Yallup, David

Source: Nature Reviews Methods Primers volume 2, Article number: 39 (2022)

Subject Terms: Statistics - Computation, Astrophysics - Cosmology and Nongalactic Astrophysics, Astrophysics - Instrumentation and Methods for Astrophysics, Condensed Matter - Materials Science, High Energy Physics - Phenomenology

Access URL: http://arxiv.org/abs/2205.15570

Bayesian posterior repartitioning for nested sampling

Authors: Chen, Xi, Feroz, Farhan, Hobson, Michael

Subject Terms: Statistics - Computation, Astrophysics - Instrumentation and Methods for Astrophysics, Computer Science - Neural and Evolutionary Computing

Access URL: http://arxiv.org/abs/1908.04655

AMI-CL J0300+2613: a Galactic anomalous-microwave-emission ring masquerading as a galaxy cluster

Authors: Perrott, Yvette C., Cantwell, Therese M., Carey, Steve H., Elwood, Patrick J., Feroz, Farhan, Grainge, Keith J. B., Green, David A., Hobson, Michael P., Javid, Kamran, Jin, Terry Z., Pooley, Guy G., Razavi-Ghods, Nima, Rumsey, Clare, Saunders, Richard D. E., Scaife, Anna M. M., Schammel, Michel P., Scott, Paul F., Shimwell, Timothy W., Titterington, David J., Waldram, Elizabeth M.

Subject Terms: Astrophysics - Astrophysics of Galaxies

Access URL: http://arxiv.org/abs/1709.05136

Free-form modelling of galaxy clusters: a Bayesian and data-driven approach

Authors: Olamaie, Malak, Hobson, Michael P., Feroz, Farhan, Grainge, Keith J. B., Lasenby, Anthony, Perrott, Yvette C., Rumsey, Clare, Saunders, Richard D. E.

Subject Terms: Astrophysics - Cosmology and Nongalactic Astrophysics

Access URL: http://arxiv.org/abs/1705.10712

Calculation and Applications of Bayesian Evidence in Astrophysics and Particle Physics Phenomenology

Authors: Feroz, Farhan

Source: 2013 IEEE 13th International Conference on Data Mining Workshops Data Mining Workshops (ICDMW), 2013 IEEE 13th International Conference on. :8-15 Dec, 2013

Relation: 2013 IEEE 13th International Conference on Data Mining Workshops (ICDMW)

Neural Networks for Astronomical Data Analysis and Bayesian Inference

Authors: Graff, Philip, Feroz, Farhan, Hobson, Michael P., Lasenby, Anthony

Source: 2013 IEEE 13th International Conference on Data Mining Workshops Data Mining Workshops (ICDMW), 2013 IEEE 13th International Conference on. :16-23 Dec, 2013

Relation: 2013 IEEE 13th International Conference on Data Mining Workshops (ICDMW)

AMI observations of ten CLASH galaxy clusters: SZ and X-ray data used together to determine cluster dynamical states

Authors: Rumsey, Clare, Olamaie, Malak, Perrott, Yvette C., Russell, Helen R., Feroz, Farhan, Grainge, Keith J. B., Handley, Will J., Hobson, Michael P., Saunders, Richard D. E., Schammel, Michel P.

Subject Terms: Astrophysics - Cosmology and Nongalactic Astrophysics

Access URL: http://arxiv.org/abs/1604.06120

Robust parameter estimation for compact binaries with ground-based gravitational-wave observations using the LALInference software library

Authors: Veitch, John, Raymond, Vivien, Farr, Benjamin, Farr, Will M., Graff, Philip, Vitale, Salvatore, Aylott, Ben, Blackburn, Kent, Christensen, Nelson, Coughlin, Michael, Del Pozzo, Walter, Feroz, Farhan, Gair, Jonathan, Haster, Carl-Johan, Kalogera, Vicky, Littenberg, Tyson, Mandel, Ilya, O'Shaughnessy, Richard, Pitkin, Matthew, Rodriguez, Carl, Röver, Christian, Sidery, Trevor, Smith, Rory, Van Der Sluys, Marc, Vecchio, Alberto, Vousden, Will, Wade, Leslie

Source: Phys. Rev. D 91, 042003 (2015)

Subject Terms: General Relativity and Quantum Cosmology, Astrophysics - High Energy Astrophysical Phenomena, Astrophysics - Instrumentation and Methods for Astrophysics

Access URL: http://arxiv.org/abs/1409.7215

Photo-Dynamical Analysis of Three Kepler Objects of Interest with Significant Transit Timing Variations

Authors: Nesvorny, David, Kipping, David, Terrell, Dirk, Feroz, Farhan

Subject Terms: Astrophysics - Earth and Planetary Astrophysics

Access URL: http://arxiv.org/abs/1405.2060

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Reconstructing the sky location of gravitational-wave detected compact binary systems: methodology for testing and comparison

Authors: Sidery, Trevor, Aylott, Ben, Christensen, Nelson, Farr, Ben, Farr, Will, Feroz, Farhan, Gair, Jonathan, Grover, Katherine, Graff, Philip, Hanna, Chad, Kalogera, Vassiliki, Mandel, Ilya, O'Shaughnessy, Richard, Pitkin, Matthew, Price, Larry, Raymond, Vivien, Roever, Christian, Singer, Leo, Van der Sluys, Marc, Smith, Rory J. E., Vecchio, Alberto, Veitch, John, Vitale, Salvatore

Source: Phys. Rev. D 89, 084060 (2014)

Subject Terms: Astrophysics - Instrumentation and Methods for Astrophysics, Astrophysics - Solar and Stellar Astrophysics

Access URL: http://arxiv.org/abs/1312.6013

TempoNest: A Bayesian approach to pulsar timing analysis

Authors: Lentati, Lindley, Alexander, Paul, Hobson, Michael P., Feroz, Farhan, van Haasteren, Rutger, Lee, Kejia, Shannon, Ryan M.

Subject Terms: Astrophysics - Instrumentation and Methods for Astrophysics, Astrophysics - Galaxy Astrophysics

Access URL: http://arxiv.org/abs/1310.2120

SKYNET: an efficient and robust neural network training tool for machine learning in astronomy

Authors: Graff, Philip, Feroz, Farhan, Hobson, Michael P., Lasenby, Anthony N.

Subject Terms: Astrophysics - Instrumentation and Methods for Astrophysics, Computer Science - Learning, Computer Science - Neural and Evolutionary Computing, Physics - Data Analysis, Statistics and Probability, Statistics - Machine Learning

Access URL: http://arxiv.org/abs/1309.0790

Bayesian analysis of radial velocity data of GJ667C with correlated noise: evidence for only 2 planets

Authors: Feroz, Farhan, Hobson, Mike

Subject Terms: Astrophysics - Earth and Planetary Astrophysics

Access URL: http://arxiv.org/abs/1307.6984

A joint analysis of AMI and CARMA observations of the recently discovered SZ galaxy cluster system AMI-CL J0300+2613

Authors: Consortium, AMI, Shimwell, Timothy W., Carpenter, John M., Feroz, Farhan, Grainge, Keith J. B., Hobson, Michael P., Hurley-Walker, Natasha, Lasenby, Anthony N., Olamaie, Malak, Perrott, Yvette C., Pooley, Guy G., Rodriguez-Gonzalvez, Carmen, Rumsey, Clare, Saunders, Richard D. E., Schammel, Michel P., Scott, Paul F., Titterington, David J., Waldram, Elizabeth M.

Subject Terms: Astrophysics - Cosmology and Nongalactic Astrophysics

Access URL: http://arxiv.org/abs/1305.6655

SZ observations with AMI of the hottest galaxy clusters detected in the XMM-Newton Cluster Survey

Authors: Consortium, AMI, Shimwell, Timothy W., Rodriguez-Gonzalvez, Carmen, Feroz, Farhan, Franzen, Thomas M. O., Grainge, Keith J. B., Hobson, Michael P., Hurley-Walker, Natasha, Lasenby, Anthony N., Lloyd-Davies, E. J., Olamaie, Malak, Perrott, Yvette C., Pooley, Guy G., Rumsey, Clare, Romer, A. Kathy, Saunders, Richard D. E., Scaife, Anna M. M., Schammel, Michel P., Scott, Paul F., Titterington, David J., Waldram, Elizabeth M.

Subject Terms: Astrophysics - Cosmology and Nongalactic Astrophysics

Access URL: http://arxiv.org/abs/1305.6654

AMI SZ observations and Bayesian analysis of a sample of six redshift-one clusters of galaxies

Authors: Consortium, AMI, Schammel, Michel P., Feroz, Farhan, Grainge, Keith J. B., Hobson, Michael P., Hurley-Walker, Natasha, Lasenby, Anthony N., Olamaie, Malak, Perrott, Yvette C., Pooley, Guy G., Rodriguez-Gonzalvez, Carmen, Rumsey, Clare, Saunders, Richard D. E., Scott, Paul F., Shimwell, Timothy W., Titterington, David J., Waldram, Elizabeth M.

Subject Terms: Astrophysics - Cosmology and Nongalactic Astrophysics

Access URL: http://arxiv.org/abs/1210.7771

Future Science Prospects for AMI

Authors: Grainge, Keith, Alexander, Paul, Battye, Richard, Birkinshaw, Mark, Blain, Andrew, Bremer, Malcolm, Bridle, Sarah, Brown, Michael, Davis, Richard, Dickinson, Clive, Edge, Alastair, Efstathiou, George, Fender, Robert, Hardcastle, Martin, Hatchell, Jennifer, Hobson, Michael, Jarvis, Matthew, Maughan, Benjamin, McHardy, Ian, Middleton, Matthew, Lasenby, Anthony, Saunders, Richard, Savini, Giorgio, Scaife, Anna, Smith, Graham, Thompson, Mark, White, Glenn, Zarb-Adami, Kris, Allison, James, Buckle, Jane, Castro-Tirado, Alberto, Chernyakova, Maria, Deane, Roger, Feroz, Farhan, Santos, Ricardo Genova, Green, David, Hannikainen, Diana, Heywood, Ian, Hurley-Walker, Natasha, Kneissl, Ruediger, Koljonen, Karri, Kulkarni, Shrinivas, Markoff, Sera, MacTavish, Carrie, McCollough, Michael, Migliari, Simone, Miller, Jon M., Miller-Jones, James, Olamaie, Malak, Paragi, Zsolt, Pearson, Timothy, Pooley, Guy, Pottschmidt, Katja, Rebolo, Rafael, Richer, John, Riley, Julia, Rodriguez, Jerome, Rodriguez-Gonzalvez, Carmen, Rushton, Anthony, Savolainen, Petri, Scott, Paul, Shimwell, Timothy, Tavani, Marco, Tomsick, John, Tudose, Valeriu, van der Heyden, Kurt, van der Horst, Alexander, Varlotta, Angelo, Waldram, Elizabeth, Wilms, Joern, Zdziarski, Andrzej, Zwart, Jonathan, Perrott, Yvette, Rumsey, Clare, Schammel, Michel

Subject Terms: Astrophysics - Instrumentation and Methods for Astrophysics, Astrophysics - Cosmology and Extragalactic Astrophysics, Astrophysics - Galaxy Astrophysics, Astrophysics - High Energy Astrophysical Phenomena

Access URL: http://arxiv.org/abs/1208.1966

Detailed SZ study of 19 LoCuSS galaxy clusters: masses and temperatures out to the virial radius

Authors: Consortium, The AMI, Rodríguez-Gonzálvez, Carmen, Shimwell, Timothy W., Davies, Matthew L., Feroz, Farhan, Franzen, Thomas M. O., Grainge, Keith J. B., Hobson, Michael P., Hurley-Walker, Natasha, Lasenby, Anthony N., Olamaie, Malak, Pooley, Guy, Saunders, Richard D. E., Scaife, Anna M. M., Schammel, Michel P., Scott, Paul F., Titterington, David J., Waldram, Elizabeth M.

Subject Terms: Astrophysics - Cosmology and Nongalactic Astrophysics

Access URL: http://arxiv.org/abs/1205.7067

BAMBI: blind accelerated multimodal Bayesian inference

Authors: Graff, Philip, Feroz, Farhan, Hobson, Michael P., Lasenby, Anthony

Source: MNRAS, Vol. 421, Issue 1, pg. 169-180 (2012)

Subject Terms: Astrophysics - Instrumentation and Methods for Astrophysics, Astrophysics - Cosmology and Extragalactic Astrophysics, Physics - Data Analysis, Statistics and Probability, Statistics - Machine Learning

Access URL: http://arxiv.org/abs/1110.2997