Modyfikacja testu niezależności
Modification of the test of independence
Author(s): Piotr SulewskiSubject(s): Philosophy, Social Sciences, Economy, Logic, Methodology and research technology, Socio-Economic Research
Published by: Główny Urząd Statystyczny
Keywords: mathematical statistics; statistical methods; mathematical models
Summary/Abstract: This paper proposes a modification of the classic test of independence chi-square involving the use of modular statistics, as a measure of discrepancy between the observed and hypothetical distribution. Module statistics differs from Pearson chi-square statistics that deviation square of the theoretical and expected empirical probability is replaced by absolute value. For the proposed statistics is given the critical value |X|α by different size samples of significance α∈{0,01; 0,05; 0,1}. The ability of two-part tables was examined to detect a relationship between characteristics, defined as the power of the test as well as the results were compared with the power of the test of independence, using statistics by X2 z (k – 1)(w – 1) degrees of freedom. The author examined whether the distribution of discrepancy measurements of two-part tables is consistent with the theoretical distribution of chi-square by X2 z (k – 1)(w – 1) degrees of freedom. Their usefulness in statistical practice was indicated too.
Journal: Wiadomości Statystyczne. The Polish Statistician
- Issue Year: 58/2013
- Issue No: 10
- Page Range: 1-19
- Page Count: 19
- Language: Polish