RESTORATION OF MULTIMODAL PROBABILITY DENSITY FUNCTIONS FROM EXPERIMENTAL DATA IN STRUCTURES WITH STOCHASTIC PROPERTIES |
| 1 | |
| 2014 |
| scientific article | 519.213 | ||
| 248-256 | dynamic system, stability, quasi-invariant control, numerical simulation |
| The restoration of probability density functions for main indicators in immunology is considered. The human im- mune system is described in terms of a stochastic process. An approximate solution of the Fredholm integral equation of the first kind is taken as an identifiable probability distribution. The regularization of the mentioned inverse problem is applied to the family of smooth (trigonometric) functions from volume-limited samples of clinical analyses. The pro- posed approach allows successful restoration of multimodal probability density functions and is universal in the field of natural sciences. |
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