Package rgabriel. February 20, 2015
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1 Type Package Package rgabriel February 20, 2015 Title Gabriel Multiple Comparison Test and Plot the Confidence Interval on Barplot Version 0.7 Date Author Yihui XIE, Miao YU Maintainer Miao YU Description This package was created to analyze multi-level one-way experimental designs. It is designed to handle vectorized observation and factor data where there are unequal sample sizes and population variance homogeneity can not be assumed. To conduct the Gabriel test, create two vectors: one for your observations and one for the factor level of each observation. The function, rgabriel, conduct the test and save the output as a vector to input into the gabriel.plot function, which produces a confidence interval plot for Multiple Comparison. URL License GPL (>= 2) NeedsCompilation no Repository CRAN Date/Publication :08:33 R topics documented: rgabriel-package gabriel.plot rgabriel Index 6 1
2 2 rgabriel-package rgabriel-package Gabriel Multiple Comparison Test and Plot the Confidence Interval on Barplot Description Details Functions for conducting and plotting Gabriel s (1978) multiple comparison test accounting for unequal variance and unequal sample sizes. Package: rgabriel Type: Package Version: 0.7 Date: License: GPL (>= 2) This package was created to analyze multi-level one-way experimental designs. It is designed to handle vectorized observation and factor data where there are unequal sample sizes and population variance homogeneity can not be assumed.to conduct the Gabriel test, create two vectors: one for your observations and one for the factor level of each observation. The function, rgabriel, conduct the test and save the output as a vector to input into the gabriel.plot function, which produces a confidence interval plot for Multiple Comparison. Note More details on the simulation of studentized maximum modulus s distribution from Author(s) Yihui XIE < Miao YU, PhD student in Research Center for Eco-Environmental Sciences(RCEES), Chinese Academy of Sciences References Gabriel, K.R., A Simple Method of Multiple Comparisons of Means. Journal of the American Statistical Association 73, 724. Stoline, M.R., Ury, H.K., Tables of the Studentized Maximum Modulus Distribution and an Application to Multiple Comparisons among Means. Technometrics 21, 87. See Also rgabriel, gabriel.plot
3 gabriel.plot 3 Examples # equal numbers g <- c(1:50) f <- c(rep(1,10),rep(2,10),rep(3,10),rep(4,10),rep(5,10)) # unequal numbers g <- c(1:40) f <- c(rep(1,3),rep(2,12),rep(3,15),rep(4,5),rep(5,5)) gabriel.plot the Gabriel s barplot (or (l-u)-plot) Description Make the Gabriel s barplot, if, and only if, their bar intervals are disjoint, they are differ significantly. This function could also be used to plot error bar when the bar vector is imported as upper or lower margin. Usage gabriel.plot(x, f, upper, lower = upper, length = 0.1,...) Arguments x data vector f factor vector upper the upper margin of error bar lower the upper margin of error bar length the length of error bar... Arguments to be passed to methods, such as graphical parameters. Author(s) Miao YU References Gabriel, K.R., A Simple Method of Multiple Comparisons of Means. Journal of the American Statistical Association 73, 724.
4 4 rgabriel See Also rgabriel, barplot Examples # equal numbers g <- c(1:50) f <- c(rep(1,10),rep(2,10),rep(3,10),rep(4,10),rep(5,10)) # unequal numbers g <- c(1:40) f <- c(rep(1,3),rep(2,12),rep(3,15),rep(4,5),rep(5,5)) rgabriel the length of bar for Gabriel s barplot Description Show the upper or lower confidence interval of Gabriel s barplot. Usage rgabriel(x, f, a = "alpha level") Arguments x f a data vector factor vector alpha level of mutiple comparison. Details Value As shown in Gabriel s paper,use M(alpha,k*,v), the upper alpha point of the Studentized Maximum Modulus of k* normals and v df. And this method is a graphical way for visually mutiple comparision. vstar the length of the bar for mutiple comparision Author(s) Yihui XIE Miao YU
5 rgabriel 5 References Gabriel, K.R., A Simple Method of Multiple Comparisons of Means. Journal of the American Statistical Association 73, 724. Stoline, M.R., Ury, H.K., Tables of the Studentized Maximum Modulus Distribution and an Application to Multiple Comparisons among Means. Technometrics 21, 87. See Also gabriel.plot Examples # equal numbers g <- c(1:50) f <- c(rep(1,10),rep(2,10),rep(3,10),rep(4,10),rep(5,10)) # unequal numbers g <- c(1:40) f <- c(rep(1,3),rep(2,12),rep(3,15),rep(4,5),rep(5,5))
6 Index Topic Gabriel gabriel.plot, 3 rgabriel, 4 Topic error bar gabriel.plot, 3 Topic package, plot, Gabriel rgabriel-package, 2 Topic plot gabriel.plot, 3 rgabriel, 4 barplot, 4 gabriel.plot, 2, 3, 5 rgabriel, 2, 4, 4 rgabriel-package, 2 6
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