Nonparametric pairwise multiple comparisons in independent groups using Dunn's test

被引:569
作者
Dinno, Alexis [1 ]
机构
[1] Portland State Univ, Sch Community Hlth, Portland, OR 97207 USA
关键词
st0381; dunntest; kwallis; Dunn's test; Kruskal-Wallis test; multiple comparisons; familywise error rate; Bonferroni; Sidak; Holm; Holm-Sidak; false discovery rate;
D O I
10.1177/1536867X1501500117
中图分类号
O1 [数学]; C [社会科学总论];
学科分类号
03 ; 0303 ; 0701 ; 070101 ;
摘要
Dunn's test is the appropriate nonparametric pairwise multiple-comparison procedure when a Kruskal-Wallis test is rejected, and it is now implemented for Stata in the dunntest command. dunntest produces multiple comparisons following a Kruskal-Wallis k-way test by using Stata's built-in kwallis command. It includes options to control the familywise error rate by using Dunn's proposed Bonferroni adjustment, the Sidak adjustment, the Holm stepwise adjustment, or the Holm-Sidak stepwise adjustment. There is also an option to control the false discovery rate using the Benjamini-Hochberg stepwise adjustment.
引用
收藏
页码:292 / 300
页数:9
相关论文
共 10 条
[1]   CONTROLLING THE FALSE DISCOVERY RATE - A PRACTICAL AND POWERFUL APPROACH TO MULTIPLE TESTING [J].
BENJAMINI, Y ;
HOCHBERG, Y .
JOURNAL OF THE ROYAL STATISTICAL SOCIETY SERIES B-STATISTICAL METHODOLOGY, 1995, 57 (01) :289-300
[2]   MULTIPLE COMPARISONS USING RANK SUMS [J].
DUNN, OJ .
TECHNOMETRICS, 1964, 6 (03) :241-&
[3]   MULTIPLE COMPARISONS AMONG MEANS [J].
DUNN, OJ .
JOURNAL OF THE AMERICAN STATISTICAL ASSOCIATION, 1961, 56 (293) :52-&
[4]   IMPROVED BONFERRONI-TYPE MULTIPLE TESTING PROCEDURES [J].
HOLLAND, BS ;
COPENHAVER, MD .
PSYCHOLOGICAL BULLETIN, 1988, 104 (01) :145-149
[5]  
HOLM S, 1979, SCAND J STAT, V6, P65
[6]   USE OF RANKS IN ONE-CRITERION VARIANCE ANALYSIS [J].
KRUSKAL, WH ;
WALLIS, WA .
JOURNAL OF THE AMERICAN STATISTICAL ASSOCIATION, 1952, 47 (260) :583-621
[7]   ON A TEST OF WHETHER ONE OF 2 RANDOM VARIABLES IS STOCHASTICALLY LARGER THAN THE OTHER [J].
MANN, HB ;
WHITNEY, DR .
ANNALS OF MATHEMATICAL STATISTICS, 1947, 18 (01) :50-60
[9]   AN IMPROVED BONFERRONI PROCEDURE FOR MULTIPLE TESTS OF SIGNIFICANCE [J].
SIMES, RJ .
BIOMETRIKA, 1986, 73 (03) :751-754
[10]  
WILCOXON F, 1945, BIOMETRICS BULL, V1, P80, DOI 10.1093/jee/39.2.269