Some Goodness of Fit Tests for Random Sequences

The Comparison Between Goodness of Fit Tests for Copula

‎Copula functions as a model can show the relationship between variables‎. ‎Appropriate copula function for a specific application is a function that shows the dependency between data in a best way‎. ‎Goodness of fit tests theoretically are the best way in selection of copula function‎. ‎Different ways of goodness of fit for copula exist‎. ‎In this paper we will examine the goodness of fit test...

Goodness-of-Fit Tests for Random Partitions via Symmetric Polynomials

We consider goodness-of-fit tests with i.i.d. samples generated from a categorical distribution (p1, ..., pk). We test the null hypothesis whether pj = qπ(j) for some label permutation π. The uncertainty of label permutation implies that the null hypothesis is composite instead of being singular. In this paper, we construct a testing procedure using statistics that are defined as indefinite int...

Goodness of Fit Tests in Random Coefficient Regression Models]

Random coefficient regressions have been applied in a wide range of fields, from biology to economics, and constitute a common frame for several important statistical models. A nonparametric approach to inference in random coefficient models was initiated by Beran and Hall. In this paper we introduce and study goodness of fit tests for the coefficient distributions; their asymptotic behaviour u...

Power Comparison of Some Goodness-of-fit Tests

On Goodness-of-fit Tests