SearcharxivSearch

arXiv subjects

Tomasz Suslo

Publications and source records attributed to Tomasz Suslo.

6 recordsLinked to original sources

The Numerical Generalized Least-Squares Estimator of an Unknown Constant Mean of Random Field

We constraint on computer the best linear unbiased generalized statistics of random field for the best linear unbiased generalized statistics of an unknown constant mean of random field and derive the numerical generalized least-squares estimator of an unknown constant mean of random field. We derive the third constraint of spatial statistics and show that the classic generalized least-squares estimator of an unknown constant mean of the field is only an asymptotic disjunction of the numerical one.

math.NA

Mean and Variance Estimation by Kriging

The aim of the paper is to derive the numerical least-squares estimator for mean and variance of random variable. In order to do so the following questions have to be answered: (i) what is the statistical model for the estimation procedure? (ii) what are the properties of the estimator, like optimality (in which class) or asymptotic properties? (iii) how does the estimator work in practice, how compared to competing estimators?

math.NA

Modern Statistics by Kriging

We present statistics (S-statistics) based only on random variable (not random value) with a mean squared error of mean estimation as a concept of error.

math.NA