Multiple Comparisons Using R

By Frank Bretz, Torsten Hothorn, Peter Westfall. 2010

1,129 citations recorded by the source corpus.

Subfields: Management Science and Operations Research, Statistics and Probability

View Paper: https://www.semanticscholar.org/paper/55e7b22104446ca0b81b0cd9993c0d422d2d5094

How researchers see this paper

The researchers whose trusted networks rank it highest, strongest advocate first. Every researcher gets a different order.

In Management Science and Operations Research

In Statistics and Probability

Citations in the corpus

A Weighted and Directed Interareal Connectivity Matrix for Macaque Cerebral Cortex (2012, methodology): “ing multiple probabilities (Bretz et al. 2010), only the projections of areas 7A and DP to area 10 were inconsistent despite a statistically very low probability of being so.”
nparcomp: An R Software Package for Nonparametric Multiple Comparisons and Simultaneous Confidence Intervals (2015, methodology): “For a comprehensive overview of parametric multiple contrast tests and SCI we refer the reader to Bretz, Hothorn, and Westfall (2010) and references therein.”
Features and distribution patterns of Chinese endemic seed plant species (2011, methodology): “ANOVA and Tukey’s multiple comparisons (Bretz et al., 2010) were carried out to assess endemism differences in floristic elements and taxonomic groups.”
Rank-based multiple test procedures and simultaneous confidence intervals (2012, methodology): “For a comprehensive overview of existing parametric methods we refer to Bretz, Hothorn, and Westfall (2010) [4].”
ExpDes: An R Package for ANOVA and Experimental Designs (2014, background): “Thus, according to [1] [2] [4] [7], when treatments are qualitative, several proposals of contrasts among means are available in literature, such as the test of Tukey, Duncan, Student-Newman-Keuls, t, Bonferroni, Dunn, Dunn-Šidák, Dunnett, Gomes-Howell, FisherHayter, Scheffé and others.”
An evaluation of the robustness of global amphibian range maps (2014, methodology): “We performed statistical analyses in the R 2.12 environment (R Development Core Team, 2010) using the packages lme4 (Bates & Maechler, 2010) and multcomp (Hothorn et al., 2008; Bretz et al., 2011).”
An introduction to multiplicity issues in clinical trials: the what, why, when and how. (2016, methodology): “62 Herein we focus on commonly encountered questions about the need for multiplicity corrections, using a tutorial style.”
When to adjust alpha during multiple testing: a consideration of disjunction, conjunction, and individual testing (2021, background): “Berger (1982) proposed this approach as an intersection–union test (Berger, 1982; Berger & Hsu, 1996; Bretz et al., 2011, p. 22).”