Package index

All functions

filter_sig_vars()

Filter Significant Variables

get_tidy_result() get_raw_result()

Get the result of a glystats analysis

gly_ancova()

Analysis of Covariance (ANCOVA) for Differential Expression Analysis

gly_anova()

One-way ANOVA for Differential Expression Analysis

gly_cor()

Correlation Analysis for Glycomics and Glycoproteomics Data

gly_cox()

Cox Proportional Hazards Model for Survival Analysis

gly_fold_change()

Calculate fold change

gly_hclust()

Hierarchical Clustering for Glycomics and Glycoproteomics Data

gly_kmeans()

K-means Clustering for Glycomics and Glycoproteomics Data

gly_kruskal()

Kruskal-Wallis test for Differential Expression Analysis

gly_limma()

Linear Models for Differential Expression Analysis using limma

gly_oplsda()

Orthogonal Partial Least Squares Discriminant Analysis (OPLS-DA)

gly_pca()

Principal Component Analysis (PCA)

gly_plsda()

Partial Least Squares Discriminant Analysis (PLS-DA)

gly_roc()

ROC Analysis for Glycomics and Glycoproteomics Data

gly_tsne()

t-Distributed Stochastic Neighbor Embedding (t-SNE)

gly_ttest()

Two-sample t-test for Differential Expression Analysis

gly_umap()

Uniform Manifold Approximation and Projection (UMAP)

gly_wilcox()

Wilcoxon rank-sum test for Differential Expression Analysis