FABADA: A fitting algorithm for Bayesian analysis of data

Journal of Physics: Conference Series

Volumn 325, Issue 1, 2011, Pages

  Pardo, L C ^a   Rovira Esteva, M ^a   Busch, S ^b   Ruiz Martin, M D ^a   Tamarit, J Ll ^a  

^a UNIVERSITAT POLITÈCNICA DE CATALUNYA   (Spain)

^b TECHNICAL UNIVERSITY OF MUNICH   (Germany)

Author keywords

[No Author keywords available]

Indexed keywords

BAYESIAN NETWORKS; DISTRIBUTION FUNCTIONS; PROBABILITY DISTRIBUTIONS;

BAYESIAN ANALYSIS; BAYESIAN METHODS; CORRELATED PARAMETERS; FIGURE OF MERITS; FITTING ALGORITHMS; MINIMIZATION PROCEDURES; PARAMETER SPACES; PHYSICAL PROCESS;

NEUTRON SCATTERING;

EID: 83055187871     PISSN: 17426588     EISSN: 17426596     Source Type: Conference Proceeding    
DOI: 10.1088/1742-6596/325/1/012006     Document Type: Conference Paper

References (23)

1. Popper K R 2002 Conjectures and Refutations: The Growth of Scientific Knowledge ed. Routledge Classics
2. The frequentist description defines probability of a certain event A (P(A)) as the limiting frequency with which the event A is observed when a great number of events A is taken into account.
3. Trotta R 2008 Contemp. Phys. 49(2) 71;
4. Huelsenbeck J P, Ronquist F, Nielsen R and Bollback J P 2001 Science 294 5550;
5. McVean G A T, Myers S R, Hunt S, Deloukas P, Bentley D R and Donnelly P 2004 Science 304 5670;
6. Diehl R et al. 2006 A&A 449 1025
7. Sivia D, Carlile C J and Howells W S 1992 Physica B 182 4 341
8. Bermejo F J, Santoro J, Mompean F J and Dore J C 1988 Nucl. Instrum. Meth. Phys. Res. B, 34 505;
9. Bacallado S, Chodera J D and Pande V 2009 J. Chem. Phys. 131(4) 45106
10. O Gereben, P Jóvári, L Temleitner, L Pusztai 2007 J. Optoelectron. Adv. Mater. 9 10 3021;
11. Sz Pothoczki, L Temleitner, P Jóvári, S Kohara and L Pusztai 2009 J. Chem. Phys. 130 064503
12. Adyaa A K and Bianchi L 2000 J. Chem. Phys. 1129 4231;
13. Leclercq F, Damay P, Foukani M, Chieux P, Bellisent-Funel M C, Rassat A, Fabre C 1993 Phys. Rev. B 484 2748
14. Busch S, Smuda C, Pardo L C and Unruh T 2010 J. Am. Chem. Soc. 132(10) 323
15. Martinez-Garcia J C, Tamarit J Ll, Pardo L C, Barrio M, Rzoska S J and Droz-Rzoska A 2010 J. Phys. Chem. B 114 6099
16. Pardo L C, Rovira-Esteva M, Busch S, Ruiz-Martin M D, Tamarit J Ll and Unruh T 2009 Bayesian Analysis of QENS data: From parameter determination to model selection Preprint arXiv:0907.3711
17. Hastings W K 1970 Biometrika 57(1) 97
18. FABADA program (Fit Algortihm for Bayesian Analysis of DAta) can be found in http://gcm.upc.edu/members/luis-carlos/bayesiano
19. Bayes T 1764 Phil. trans. Roy. Soc. 53 370
20. Sivia D 2006 Data Analysis: A bayesian tutorial Oxford University Press
21. Press W H, Teukolsky S A, Vetterling W T and Flannery B P 1992 Numerical Recipes in Fortran 77: the art of scientific computing Ed. Cambridge University Press, 2nd edition
22. Rovira-Esteva M et al. Interplay of intramolecular and intramolecular structure: a Bayesian analysis To be published
23. Rovira-Esteva M et al. 2010 Phys. Rev. B 81(9) 092202