Academic Journal
Nested sampling for physical scientists
| العنوان: | Nested sampling for physical scientists |
|---|---|
| المؤلفون: | Ashton, G., Bernstein, N., Buchner, J., Chen, X., Csányi, G., Fowlie, A., Feroz, F., Griffiths, M., Handley, W., Habeck, M., Higson, E., Hobson, M., Lasenby, A., Parkinson, D., Pártay, L., Pitkin, M., Schneider, D., Speagle, J., South, L., Veitch, J., Wacker, P., Yallup, D. |
| المصدر: | Nature Reviews Methods Primers |
| سنة النشر: | 2022 |
| المجموعة: | Max Planck Society: MPG.PuRe |
| الوصف: | This Primer examines Skilling’s nested sampling algorithm for Bayesian inference and, more broadly, multidimensional integration. The principles of nested sampling are summarized and recent developments using efficient nested sampling algorithms in high dimensions surveyed, including methods for sampling from the constrained prior. Different ways of applying nested sampling are outlined, with detailed examples from three scientific fields: cosmology, gravitational-wave astronomy and materials science. Finally, the Primer includes recommendations for best practices and a discussion of potential limitations and optimizations of nested sampling. |
| نوع الوثيقة: | article in journal/newspaper |
| وصف الملف: | application/pdf |
| اللغة: | unknown |
| Relation: | http://hdl.handle.net/21.11116/0000-000C-A9EE-A; http://hdl.handle.net/21.11116/0000-000C-A9F0-6 |
| الاتاحة: | http://hdl.handle.net/21.11116/0000-000C-A9EE-A http://hdl.handle.net/21.11116/0000-000C-A9F0-6 |
| Rights: | info:eu-repo/semantics/closedAccess |
| رقم الانضمام: | edsbas.989402F7 |
| قاعدة البيانات: | BASE |
| الوصف غير متاح. |