| Abstract [eng] |
The problem which is pending on this Master’s degree scientific investigation is closely related to multi-dimensional analysis of the distribution of observations - one of the main branches of data analysis, which is based on the practical application of many mathematical systems challenges, such as distributions of the compatibility, data homogeneity hypothesis testing, discriminant analysis and others. Let X(1), ..., X(n) are monitored by independent random variables with unknown distribution density f(x). If the function f(x) is not parametrized, it is applied to evaluate the problem by using the non-parametric methods. Among the methods of non-parametric density there are widespread usable the kernel estimates. |
