Chapter Bayesian Approach for X-Ray and Neutron Scattering Spectroscopy (Record no. 38187)
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| 000 -LEADER | |
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| fixed length control field | 02706naaaa2200289uu 4500 |
| 001 - CONTROL NUMBER | |
| control field | https://directory.doabooks.org/handle/20.500.12854/70219 |
| 020 ## - INTERNATIONAL STANDARD BOOK NUMBER | |
| International Standard Book Number | intechopen.92159 |
| 024 7# - OTHER STANDARD IDENTIFIER | |
| Standard number or code | 10.5772/intechopen.92159 |
| Terms of availability | doi |
| 041 0# - LANGUAGE CODE | |
| Language code of text/sound track or separate title | English |
| 042 ## - AUTHENTICATION CODE | |
| Authentication code | dc |
| 072 #7 - SUBJECT CATEGORY CODE | |
| Subject category code | PH |
| Source | bicssc |
| 100 1# - MAIN ENTRY--PERSONAL NAME | |
| Personal name | Cunsolo, Alessandro |
| Relationship | auth |
| 245 10 - TITLE STATEMENT | |
| Title | Chapter Bayesian Approach for X-Ray and Neutron Scattering Spectroscopy |
| 260 ## - PUBLICATION, DISTRIBUTION, ETC. | |
| Name of publisher, distributor, etc. | InTechOpen |
| Date of publication, distribution, etc. | 2020 |
| 506 0# - RESTRICTIONS ON ACCESS NOTE | |
| Terms governing access | Open Access |
| Source of term | star |
| Standardized terminology for access restriction | Unrestricted online access |
| 520 ## - SUMMARY, ETC. | |
| Summary, etc. | The rapidly improving performance of inelastic scattering instruments has prompted tremendous advances in our knowledge of the high-frequency dynamics of disordered systems, yet also imposing new demands to the data analysis and interpretation. This ongoing effort is likely to reach soon an impasse, unless new protocols are developed in the data modeling. This need stems from the increasingly detailed information sought for in typical line shape measurements, which often touches or crosses the boundaries imposed by the limited experimental accuracy. Given this scenario, the risk of a bias and an over-parametrized data modeling represents a concrete threat for further advances in the field. Being aware of the severity of the problem, we illustrate here the new hopes brought in this area by Bayesian inference methods. Making reference to recent literature results, we demonstrate the superior ability of these methods in providing a probabilistic and evidence-based modeling of experimental data. Most importantly, this approach can enable hypothesis test involving competitive line shape models and is intrinsically equipped with natural antidotes against the risk of over-parametrization as it naturally enforces the Occam maximum parsimony principle, which favors intrinsically simple models over overly complex ones. |
| 540 ## - TERMS GOVERNING USE AND REPRODUCTION NOTE | |
| Terms governing use and reproduction | Creative Commons |
| Use and reproduction rights | https://creativecommons.org/licenses/by/3.0/ |
| Source of term | cc |
| -- | https://creativecommons.org/licenses/by/3.0/ |
| 546 ## - LANGUAGE NOTE | |
| Language note | English |
| 650 #7 - SUBJECT ADDED ENTRY--TOPICAL TERM | |
| Topical term or geographic name entry element | Physics |
| Source of heading or term | bicssc |
| 653 ## - INDEX TERM--UNCONTROLLED | |
| Uncontrolled term | inelastic X-ray scattering, inelastic neutron scattering, Bayes analysis, MCMC methods, model choice |
| 700 1# - ADDED ENTRY--PERSONAL NAME | |
| Personal name | Scaccia, Luisa |
| Relationship | auth |
| 700 1# - ADDED ENTRY--PERSONAL NAME | |
| Personal name | De Francesco, Alessio |
| Relationship | auth |
| 773 10 - HOST ITEM ENTRY | |
| Host Biblionumber | OAPEN Library ID: ONIX_20210602_10.5772/intechopen.92159_471 |
| Control subfield | nnaa |
| 856 40 - ELECTRONIC LOCATION AND ACCESS | |
| Host name | www.oapen.org |
| Uniform Resource Identifier | <a href="https://library.oapen.org/bitstream/20.500.12657/49357/1/72339.pdf">https://library.oapen.org/bitstream/20.500.12657/49357/1/72339.pdf</a> |
| Access status | 0 |
| Public note | DOAB: download the publication |
| 856 40 - ELECTRONIC LOCATION AND ACCESS | |
| Host name | www.oapen.org |
| Uniform Resource Identifier | <a href="https://library.oapen.org/bitstream/20.500.12657/49357/1/72339.pdf">https://library.oapen.org/bitstream/20.500.12657/49357/1/72339.pdf</a> |
| Access status | 0 |
| Public note | DOAB: download the publication |
| 856 40 - ELECTRONIC LOCATION AND ACCESS | |
| Host name | www.oapen.org |
| Uniform Resource Identifier | <a href="https://directory.doabooks.org/handle/20.500.12854/70219">https://directory.doabooks.org/handle/20.500.12854/70219</a> |
| Access status | 0 |
| Public note | DOAB: description of the publication |
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