R: Workflow for non-targeted LC-MS metabolic profiling

# Workflow for non-targeted LC-MS metabolic profiling

## Documentation for package ‘notameStats’ version 1.3.0

- DESCRIPTION file
- User guides, package vignettes and other documentation
- Package NEWS
- Package README

## Help Pages

cohens_d | Cohen's D
fit_rf | Fit Random Forest
fold_change | Fold change
importance_rf | Feature importance in random forest
mixomics_pls | PLS
mixomics_plsda | PLS-DA
mixomics_plsda_optimize | PLS-DA
mixomics_pls_optimize | PLS
mixomics_splsda_optimize | PLS-DA
mixomics_spls_optimize | PLS
muvr_analysis | Multivariate modelling with minimally biased variable selection (MUVR)
perform_auc | Area under curve
perform_correlation_tests | Correlation test
perform_homoscedasticity_tests | Test homoscedasticity
perform_kruskal_wallis | Kruskal-Wallis rank-sum test
perform_lm | Linear models
perform_lmer | Linear mixed models
perform_lm_anova | Linear models ANOVA table
perform_logistic | Logistic regression
perform_non_parametric | Pairwise and paired non-parametric tests
perform_oneway_anova | Welch's ANOVA and classic ANOVA
perform_permanova | PERMANOVA
perform_t_test | Pairwise and paired t-tests
pls | PLS
pls_da | PLS-DA
summarize_results | Statistics cleaning
summary_statistics | Summary statistics