Selected Statistical Tests for Median and Their Properties
| Autor: | Dorota Pekasiewicz, Agata Szczukocka |
|---|---|
| Jazyk: | English<br />Polish |
| Rok vydání: | 2017 |
| Předmět: | |
| Zdroj: | Acta Universitatis Lodziensis. Folia Oeconomica, Vol 4, Iss 330 (2017) |
| Druh dokumentu: | article |
| ISSN: | 0208-6018 2353-7663 |
| DOI: | 10.18778/0208-6018.330.10 |
| Popis: | In the paper, a selection of statistical tests for median are presented. In particular, parametric and nonparametric significance tests are considered. In the case of parametric tests the critical regions are constructed on the basis of the known population distribution and the form of the alternative hypothesis. For chosen distributions the critical values are presented. In the case of nonparametric tests we consider tests for which the sample median dispersion is estimated based on order statistics of appropriate ranks. The use of the bootstrap method for the median dispersion estimation in the test statistic construction is the author’s own proposal. The simulation analysis of the nonparametric tests’ properties allows to compare these tests with each other, showing better results for the bootstrap variant, especially for small samples. |
| Databáze: | Directory of Open Access Journals |
| Externí odkaz: |
|