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RVAideMemoire (version 0.9-32)

Diverse basic statistical and graphical functions

Description

This package contains diverse more or less complicated functions, written to simplify user's 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

0.9-32

License

GPL-2

Maintainer

Maxime Herv�

Last Published

March 4th, 2014

Functions in RVAideMemoire (0.9-32)

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

Histogram and normal distribution for factor levels

Graphical adujstment of a simple binary logistic regression to data

scat.mix.numeric

Representation of numeric variables in Hill and Smith mix analysis

Permutational Pearson's correlation test

G.theo.multcomp

Pairwise comparisons after a G-test for given probabilities

Dendrogram and number of groups to be chosen

Explained variance in Discriminant Analysis

pairwise.perm.t.test

Pairwise permutational t tests

User defined contrasts for LSMeans

summary.least.rect

Summary method for least rectangles linear regression

Cochran's Q test

pairwise.G.test

Pairwise comparisons for proportions using G-tests

Coefficient of variation

Confidence intervals of a simple linear regression

Sequence generation

Cramer's association coefficient

Histogram for factor levels

Shapiro-Wilk test for factor levels

chisq.theo.multcomp

Pairwise comparisons after a chi-squared test for given probabilities

perm.bartlett.test

Permutational Bartlett's test of homogeneity of variances

print.RV.multcomp

Cross-validation in Discriminant Analysis

Shapiro-Wilk test for factor levels

Pairwise comparisons for the interaction between a factor and a covariate

fisher.multcomp

Pairwise comparisons after a test for independence of 2 categorical variables

Least rectangles linear regression

Estimation of overdispersion with glmer models

Permutational Student's t-test

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

wilcox.paired.multcomp

Non parametric pairwise comparisons for paired data

Shapiro-Wilk multivariate normality test

Comparison of 2 Pearson's linear correlation coefficients

Variable Importance in the Projection (VIP)

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

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

Re-formating LDA data

Pairwise comparisons after a G-test

RVAideMemoire-package

Diverse basic statistical and graphical functions

Comparison of several Pearson's linear correlation coefficients

Permutational Analysis of Variance

Plot of correlation between predictor variables and a single component

Pairwise comparisons after a test for given proportions

Standard error of the mean

Graphical help to number of components selection in PLS-DA

QQ-plot for factor levels

QQ-plot for factor levels

Martingale residuals of a Cox model

Confidence interval of a Spearman's rank correlation coefficient

wilcox.signtest

Wilcoxon sign test

scat.mix.categorical

Representation of qualitative variables in Hill and Smith mix analysis

Expected counts for comparison of proportions to given values

Classification error rate of a Discriminant Analysis

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

Individual contributions in regression

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

pairwise.manova

Pairwise MANOVAs

Permutational F test to compare two variances

Simple analysis of model residuals

predict.least.rect

Predict method for least rectangles linear regression

Multivariate normality QQ-Plot