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RVAideMemoire (version 0.9-27)

Diverse basic statistical and graphical functions

Description

This package contains diverse more or less complicated functions, written to simplify beginners' (but not only) life: simplifications of existing functions, basic but not implemented tests, easy-to-use tools, bridges between functions of different packages... All functions are presented in the French book 'Aide-memoire de statistique appliquee a la biologie', written by the same author and available on CRAN.

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Version

Install

install.packages('RVAideMemoire')

Monthly Downloads

4,870

Version

0.9-27

License

GPL-2

Maintainer

Maxime Herv�

Last Published

February 25th, 2013

Functions in RVAideMemoire (0.9-27)

Variable Importance in the Projection (VIP)

Martingale residuals of a Cox model

Explained variance in Discriminant Analysis

RVAideMemoire-package

Diverse basic statistical and graphical functions

Sequence generation

Permutational test for the discriminant ability of the factor in PLS-DA

Individual contributions in regression

Histogram and normal distribution for factor levels

fisher.multcomp

Pairwise comparisons after a test for independence of 2 categorical variables

QQ-plot for factor levels

Dendrogram and number of groups to be chosen

Permutational Pearson's correlation test

perm.bartlett.test

Permutational Bartlett's test of homogeneity of variances

Plot of correlation between predictor variables and a single component

Cross-validation in Discriminant Analysis

Comparison of 2 Pearson's linear correlation coefficients

Pairwise comparisons after a chi-squared goodness-of-fit test

Histogram for factor levels

'esticon()' results with corrected p-values

Graphical adujstment of a simple binary logistic regression to data

Permutational Analysis of Variance

Permutational F test to compare two variances

Permutational Student's t-test

wilcox.signtest

Wilcoxon sign test

Standard error of the mean

Coefficient of variation

Graphical help to number of components selection in PLS-DA

Cochran's Q test

Comparison of several simple linear regression slopes

QQ-plot for factor levels

Cramer's association coefficient

Pearson's Chi-squared test or Fisher's exact test for binary variables

Creating a nls model for logistic regression from fitted values of a glm model

Plot of indiviuals and their class on a single axis (component)

Confidence intervals of a simple linear regression

Confidence interval of a Spearman's rank correlation coefficient

Simple analysis of model residuals

wilcox.paired.multcomp

Non parametric pairwise comparisons for paired data

Re-formating LDA data

G.theo.multcomp

Pairwise comparisons after a G-test for given probabilities

ancova.multcomp

Pairwise comparisons after an analysis of covariance

pairwise.manova

Pairwise MANOVAs

Comparison of several simple linear least rectangles regression lines

Common slope and comparison of several simple linear regression intercepts

Pairwise comparisons after a G-test

Expected counts for comparison of proportions to given values

chisq.theo.multcomp

Pairwise comparisons after a chi-squared test for given probabilities

Comparison of several Pearson's linear correlation coefficients

Least rectangles linear regression

scat.mix.categorical

Representation of qualitative variables in Hill and Smith mix analysis

Pairwise comparisons after a test for given proportions

Shapiro-Wilk's test for factor levels

Equality of a Pearson's linear correlation coefficient to a given value

Matrix of contrasts generation

Multivariate normality QQ-Plot

pairwise.perm.t.test

Pairwise permutational t tests

print.RV.multcomp

pairwise.G.test

Pairwise comparisons for proportions using G-tests

scat.mix.numeric

Representation of numeric variables in Hill and Smith mix analysis

Pairwise comparisons for survival analysis