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Perform PLS-DA according to the class subgroups.
● Data Source:
CranContrib
● Keywords: ~kwd1, ~kwd2
● Alias: plsda
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This function is implemented in the unique function for univariate statistical analysis 'univariate'. This function reports final p-values foe each pairwise caomparison of sample groups, by merging the p-values from Welch's T test for normally distributed variables with p-values from Wilcoxon-Mann Whitney U test for not-normally distributed variables.
● Data Source:
CranContrib
● Keywords: ~kwd1, ~kwd2
● Alias: pvalues
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This function is implemented in the unique function for univariate statistical analysis 'univariate'. This function generates volcano plots of each variable in the data set according to the class definition provided in the second column of the file.
● Data Source:
CranContrib
● Keywords: ~kwd1, ~kwd2
● Alias: volcano
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Calculate correlations of a specified variable with all the other variables in a dataset and generate the corresponding barplot indicating each correlation value.
● Data Source:
CranContrib
● Keywords: ~kwd1, ~kwd2
● Alias: stocsy.1d
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Visualize PCA score and loading plots.
● Data Source:
CranContrib
● Keywords: ~kwd1, ~kwd2
● Alias: Plot.pca
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Performs the stocsy analysis on the matrix deflated through the 'oplsda' function
● Data Source:
CranContrib
● Keywords: ~kwd1, ~kwd2
● Alias: ostocsy
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This function is implemented in the unique function for univariate statistical analysis 'univariate'. Performs Shapiro Wilk's test for normality on the dataset according to the class definition provided in the second column of the file. For details see 'univariate'.
● Data Source:
CranContrib
● Keywords: ~kwd1, ~kwd2
● Alias: shapiro
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Function to perform univariate statistical analysis with parametric and non parametric testings. A decisional tree algorithm is implemented, assessing whether a variable is normally distributed or not (Shapiro Wilk's test) and performing Welch's T test or Wilcoxon-Mann Whitney U test, depending on normality.
● Data Source:
CranContrib
● Keywords: ~kwd1, ~kwd2
● Alias: univariate
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This function is implemented in the unique function for univariate statistical analysis 'univariate'. This function performs Wilcoxon-mann Whitney U test of each variable in the data set according to the class definition provided in the second column of the file.
● Data Source:
CranContrib
● Keywords: ~kwd1, ~kwd2
● Alias: wmw
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This function is implemented in the unique function for univariate statistical analysis 'univariate'. This function performs Welch's T test of each variable in the data set according to the class definition provided in the second column of the file.
● Data Source:
CranContrib
● Keywords: ~kwd1, ~kwd2
● Alias: welch
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providing 
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