Geodesic
On simulation powers of new normality tests
Dominik Szynal 1   ; Waldemar Wołyński 2
1 Institute of Mathematics Maria Curie-Skłodowska University 20-031 Lublin, Poland
2 Faculty of Mathematics and Computer Science Adam Mickiewicz University 61-614 Poznań, Poland
Applicationes Mathematicae, Tome 44 (2017) no. 1, pp. 57-83 Cet article a éte moissonné depuis la source Institute of Mathematics Polish Academy of Sciences

Voir la notice de l'article

Empirical study of powers in % of the Shapiro–Wilk test W and the new tests $T$ based on the characterization of probability distributions is presented using in simulations $100\,000$ replications and sample sizes $n=10,15,20,30,50,70$. Our tests compare favorably with the Shapiro–Wilk test and other recommended omnibus tests. The presented test statistics have a simple form and are free of restrictions required by many classical and recommended tests.
DOI : 10.4064/am2294-10-2016
Keywords: empirical study powers shapiro wilk test tests based characterization probability distributions presented using simulations replications sample sizes tests compare favorably shapiro wilk test other recommended omnibus tests presented test statistics have simple form restrictions required many classical recommended tests

Dominik Szynal  1   ; Waldemar Wołyński  2

1 Institute of Mathematics Maria Curie-Skłodowska University 20-031 Lublin, Poland
2 Faculty of Mathematics and Computer Science Adam Mickiewicz University 61-614 Poznań, Poland 
@article{10_4064_am2294_10_2016,
     author = {Dominik Szynal and Waldemar Wo{\l}y\'nski},
     title = {On simulation powers of new normality tests},
     journal = {Applicationes Mathematicae},
     pages = {57--83},
     year = {2017},
     volume = {44},
     number = {1},
     doi = {10.4064/am2294-10-2016},
     language = {en},
     url = {http://geodesic.mathdoc.fr/articles/10.4064/am2294-10-2016/}
}
TY  - JOUR
AU  - Dominik Szynal
AU  - Waldemar Wołyński
TI  - On simulation powers of new normality tests
JO  - Applicationes Mathematicae
PY  - 2017
SP  - 57
EP  - 83
VL  - 44
IS  - 1
UR  - http://geodesic.mathdoc.fr/articles/10.4064/am2294-10-2016/
DO  - 10.4064/am2294-10-2016
LA  - en
ID  - 10_4064_am2294_10_2016
ER  - 
%0 Journal Article
%A Dominik Szynal
%A Waldemar Wołyński
%T On simulation powers of new normality tests
%J Applicationes Mathematicae
%D 2017
%P 57-83
%V 44
%N 1
%U http://geodesic.mathdoc.fr/articles/10.4064/am2294-10-2016/
%R 10.4064/am2294-10-2016
%G en
%F 10_4064_am2294_10_2016
Dominik Szynal; Waldemar Wołyński. On simulation powers of new normality tests. Applicationes Mathematicae, Tome 44 (2017) no. 1, pp. 57-83. doi: 10.4064/am2294-10-2016

Cité par Sources :