Correct p-values for multiple comparisons

Usage

sidak(vecP)

Arguments

vecP: vector of p-values

Value

adjusted p-values

Details

This function corrects a vector of probabilities for multiple testing using the Bonferroni (1935) and Sidak (1967) corrections. References: Bonferroni (1935), Sidak (1967), Wright (1992). Bonferroni, C. E. 1935. Il calcolo delle assicurazioni su gruppi di teste. Pp. 13-60 in: Studi in onore del Professore Salvatore Ortu Carboni. Roma. Sidak, Z. 1967. Rectangular confidence regions for the means of multivariate normal distributions. Journal of the American Statistical Association 62:626-633. Wright, S. P. 1992. Adjusted P-values for simultaneous inference. Biometrics 48: 1005-1013. Pierre Legendre, May 2007

Examples

p_values <- c(0.01, 0.04, 0.03, 0.08, 0.05)
adjusted_p <- sidak(p_values)
adjusted_p$SidakP
#> [1] 0.04900995 0.18462730 0.14126597 0.34091848 0.22621906