Name
Title | ||
|---|---|---|
Estimation of characteristics of randomized static models of data (Entropy-robust approach) |
Abstract | ||
|---|---|---|
A new approach to the definition of static relations between small amounts of input and output data is suggested, which is based on the use of randomized models and the estimation of probability characteristics of their parameters. To work up the procedures of robust parametric and nonparametric estimation, the entropy approach is developed, which uses generalized Boltzmann and Fermi informational entropies. |
Year | DOI | Venue |
|---|---|---|
2013 | 10.1134/S0005117913110088 | Automation and Remote Control |
Keywords | Field | DocType |
robust parametric,small amount,randomized model,output data,randomized static model,entropy-robust approach,entropy approach,static relation,fermi informational entropy,probability characteristic,nonparametric estimation,new approach | Fermi Gamma-ray Space Telescope,Mathematical optimization,Input/output,Nonparametric statistics,Parametric statistics,Prior probability,Boltzmann constant,Entropy (information theory),Mathematics | Journal |
Volume | Issue | ISSN |
74 | 11 | 1608-3032 |
Citations | PageRank | References |
1 | 0.63 | 2 |
Authors | ||
3 | ||
Name | Order | Citations | PageRank |
|---|---|---|---|
| Yu. S. Popkov | 1 | 2 | 2.46 |
| A. Yu. Popkov | 2 | 2 | 2.46 |
| Yu. N. Lysak | 3 | 1 | 0.96 |