API for computational-metabolomics/structtoolbox
Data processing & analysis tools for Metabolomics and other omics

Global functions
ANOVA Man page Source code
AUC Man page Source code
DFA Man page Source code
DatasetExperiment_boxplot Man page Source code
DatasetExperiment_dist Man page Source code
DatasetExperiment_factor_boxplot Man page Source code
DatasetExperiment_heatmap Man page Source code
HCA Man page Source code
HSD Man page Source code
HSDEM Man page Source code
MTBLS79_DatasetExperiment Man page Source code
OPLSDA Man page Source code
OPLSR Man page Source code
PCA Man page Source code
PLSDA Man page Source code
PLSR Man page Source code
SVM Man page Source code
SelRat Source code
aov2lme Source code
as_data_frame Man page
as_data_frame,filter_na_count-method Man page
as_data_frame,ttest-method Man page
as_data_frame,wilcox_test-method Man page
ascale Source code
autoscale Man page Source code
balanced_accuracy Man page Source code
blank_filter Man page Source code
blank_filter_hist Man page Source code
bootstrap Man page Source code
calculate Man page
calculate,AUC-method Man page
calculate,balanced_accuracy-method Man page
calculate,r_squared-method Man page
center_colmeans Source code
chart_plot Man page
chart_plot,DatasetExperiment_boxplot,DatasetExperiment-method Man page
chart_plot,DatasetExperiment_dist,DatasetExperiment-method Man page
chart_plot,DatasetExperiment_factor_boxplot,DatasetExperiment-me Man page
chart_plot,DatasetExperiment_heatmap,DatasetExperiment-method Man page
chart_plot,blank_filter_hist,blank_filter-method Man page
chart_plot,compare_dist,DatasetExperiment-method Man page
chart_plot,confounders_lsq_barchart,confounders_clsq-method Man page
chart_plot,confounders_lsq_boxplot,confounders_clsq-method Man page
chart_plot,dfa_scores_plot,DFA-method Man page
chart_plot,feature_boxplot,DatasetExperiment-method Man page
chart_plot,feature_profile,DatasetExperiment-method Man page
chart_plot,feature_profile,sb_corr-method Man page
chart_plot,feature_profile_array,DatasetExperiment-method Man page
chart_plot,fold_change_plot,fold_change-method Man page
chart_plot,fs_line,forward_selection_by_rank-method Man page
chart_plot,glog_opt_plot,glog_transform-method Man page
chart_plot,gs_line,grid_search_1d-method Man page
chart_plot,hca_dendrogram,HCA-method Man page
chart_plot,kfoldxcv_grid,kfold_xval-method Man page
chart_plot,kfoldxcv_metric,kfold_xval-method Man page
chart_plot,kw_p_hist,kw_rank_sum-method Man page
chart_plot,mv_boxplot,DatasetExperiment-method Man page
chart_plot,mv_feature_filter_hist,mv_feature_filter-method Man page
chart_plot,mv_histogram,DatasetExperiment-method Man page
chart_plot,mv_sample_filter_hist,mv_sample_filter-method Man page
chart_plot,pca_biplot,PCA-method Man page
chart_plot,pca_correlation_plot,PCA-method Man page
chart_plot,pca_dstat_plot,PCA-method Man page
chart_plot,pca_loadings_plot,PCA-method Man page
chart_plot,pca_scores_plot,PCA-method Man page
chart_plot,pca_scree_plot,PCA-method Man page
chart_plot,permutation_test_plot,permutation_test-method Man page
chart_plot,pls_regcoeff_plot,PLSR-method Man page
chart_plot,pls_scores_plot,PLSR-method Man page
chart_plot,pls_vip_plot,PLSR-method Man page
chart_plot,plsda_feature_importance_plot,PLSDA-method Man page
chart_plot,plsda_predicted_plot,PLSDA-method Man page
chart_plot,plsda_roc_plot,PLSDA-method Man page
chart_plot,plsr_cook_dist,PLSR-method Man page
chart_plot,plsr_prediction_plot,PLSR-method Man page
chart_plot,plsr_qq_plot,PLSR-method Man page
chart_plot,plsr_residual_hist,PLSR-method Man page
chart_plot,pqn_norm_hist,pqn_norm-method Man page
chart_plot,resample_chart,resample-method Man page
chart_plot,rsd_filter_hist,rsd_filter-method Man page
chart_plot,scatter_chart,DatasetExperiment-method Man page
chart_plot,svm_plot_2d,SVM-method Man page
chart_plot,tSNE_scatter,tSNE-method Man page
chart_plot,tic_chart,DatasetExperiment-method Man page
chart_plot,wilcox_p_hist,wilcox_test-method Man page
ci.mean.bs Source code
ci.mean.paired Source code
ci.median.bs Source code
ci_delta_nu Source code
circleFun Source code
classical_lsq Man page Source code
compare_dist Man page Source code
confounders_clsq Man page Source code
confounders_lsq_barchart Man page Source code
confounders_lsq_boxplot Man page Source code
constant_sum_norm Man page Source code
corr_coef Man page Source code
dfa_scores_plot Man page Source code
dratio_filter Man page Source code
equal_split Man page Source code
eval_loess Source code
feature_boxplot Man page Source code
feature_profile Man page Source code
feature_profile_array Man page Source code
filter_by_name Man page Source code
filter_na_count Man page Source code
filter_smeta Man page Source code
first_min Source code
fisher_exact Man page Source code
fold_change Man page Source code
fold_change_int Man page Source code
fold_change_plot Man page Source code
forward_selection_by_rank Man page Source code
fs_line Man page Source code
full_fact Source code
gauss_intersect Source code
glog_opt_plot Man page Source code
glog_transform Man page Source code
grid_search_1d Man page Source code
gs_line Man page Source code
hca_dendrogram Man page Source code
kfold_xval Man page Source code
kfoldxcv_grid Man page Source code
kfoldxcv_metric Man page Source code
knn_impute Man page Source code
kw_p_hist Man page Source code
kw_rank_sum Man page Source code
linear_model Man page Source code
log_transform Man page Source code
mean_centre Man page Source code
mean_of_medians Man page Source code
mixed_effect Man page Source code
model_apply Man page
model_apply,ANOVA,DatasetExperiment-method Man page
model_apply,HCA,DatasetExperiment-method Man page
model_apply,HSD,DatasetExperiment-method Man page
model_apply,HSDEM,DatasetExperiment-method Man page
model_apply,classical_lsq,DatasetExperiment-method Man page
model_apply,confounders_clsq,DatasetExperiment-method Man page
model_apply,constant_sum_norm,DatasetExperiment-method Man page
model_apply,corr_coef,DatasetExperiment-method Man page
model_apply,equal_split,DatasetExperiment-method Man page
model_apply,filter_smeta,DatasetExperiment-method Man page
model_apply,fisher_exact,DatasetExperiment-method Man page
model_apply,fold_change,DatasetExperiment-method Man page
model_apply,fold_change_int,DatasetExperiment-method Man page
model_apply,knn_impute,DatasetExperiment-method Man page
model_apply,kw_rank_sum,DatasetExperiment-method Man page
model_apply,log_transform,DatasetExperiment-method Man page
model_apply,mean_of_medians,DatasetExperiment-method Man page
model_apply,mixed_effect,DatasetExperiment-method Man page
model_apply,nroot_transform,DatasetExperiment-method Man page
model_apply,pairs_filter,DatasetExperiment-method Man page
model_apply,prop_na,DatasetExperiment-method Man page
model_apply,rsd_filter,DatasetExperiment-method Man page
model_apply,sb_corr,DatasetExperiment-method Man page
model_apply,split_data,DatasetExperiment-method Man page
model_apply,stratified_split,DatasetExperiment-method Man page
model_apply,tSNE,DatasetExperiment-method Man page
model_apply,ttest,DatasetExperiment-method Man page
model_apply,vec_norm,DatasetExperiment-method Man page
model_apply,wilcox_test,DatasetExperiment-method Man page
model_predict Man page
model_predict,DFA,DatasetExperiment-method Man page
model_predict,OPLSDA,DatasetExperiment-method Man page
model_predict,OPLSR,DatasetExperiment-method Man page
model_predict,PCA,DatasetExperiment-method Man page
model_predict,PLSDA,DatasetExperiment-method Man page
model_predict,PLSR,DatasetExperiment-method Man page
model_predict,SVM,DatasetExperiment-method Man page
model_predict,autoscale,DatasetExperiment-method Man page
model_predict,blank_filter,DatasetExperiment-method Man page
model_predict,constant_sum_norm,DatasetExperiment-method Man page
model_predict,dratio_filter,DatasetExperiment-method Man page
model_predict,filter_by_name,DatasetExperiment-method Man page
model_predict,filter_na_count,DatasetExperiment-method Man page
model_predict,filter_smeta,DatasetExperiment-method Man page
model_predict,glog_transform,DatasetExperiment-method Man page
model_predict,linear_model,DatasetExperiment-method Man page
model_predict,mean_centre,DatasetExperiment-method Man page
model_predict,mv_feature_filter,DatasetExperiment-method Man page
model_predict,mv_sample_filter,DatasetExperiment-method Man page
model_predict,pareto_scale,DatasetExperiment-method Man page
model_predict,pqn_norm,DatasetExperiment-method Man page
model_predict,vec_norm,DatasetExperiment-method Man page
model_reverse Man page
model_reverse,autoscale,DatasetExperiment-method Man page
model_reverse,mean_centre,DatasetExperiment-method Man page
model_train Man page
model_train,DFA,DatasetExperiment-method Man page
model_train,OPLSDA,DatasetExperiment-method Man page
model_train,OPLSR,DatasetExperiment-method Man page
model_train,PCA,DatasetExperiment-method Man page
model_train,PLSDA,DatasetExperiment-method Man page
model_train,PLSR,DatasetExperiment-method Man page
model_train,SVM,DatasetExperiment-method Man page
model_train,autoscale,DatasetExperiment-method Man page
model_train,blank_filter,DatasetExperiment-method Man page
model_train,constant_sum_norm,DatasetExperiment-method Man page
model_train,dratio_filter,DatasetExperiment-method Man page
model_train,filter_by_name,DatasetExperiment-method Man page
model_train,filter_na_count,DatasetExperiment-method Man page
model_train,filter_smeta,DatasetExperiment-method Man page
model_train,glog_transform,DatasetExperiment-method Man page
model_train,linear_model,DatasetExperiment-method Man page
model_train,mean_centre,DatasetExperiment-method Man page
model_train,mv_feature_filter,DatasetExperiment-method Man page
model_train,mv_sample_filter,DatasetExperiment-method Man page
model_train,pareto_scale,DatasetExperiment-method Man page
model_train,pqn_norm,DatasetExperiment-method Man page
model_train,vec_norm,DatasetExperiment-method Man page
mv_boxplot Man page Source code
mv_feature_filter Man page Source code
mv_feature_filter_hist Man page Source code
mv_histogram Man page Source code
mv_sample_filter Man page Source code
mv_sample_filter_hist Man page Source code
nipals_opls Source code
nroot_transform Man page Source code
ontology_cache Man page Source code
pairs_filter Man page Source code
pareto_scale Man page Source code
pca_biplot Man page Source code
pca_correlation_plot Man page Source code
pca_dstat_plot Man page Source code
pca_loadings_plot Man page Source code
pca_scores_plot Man page Source code
pca_scree_plot Man page Source code
permutation_test Man page Source code
permutation_test_plot Man page Source code
permute_sample_order Man page Source code
pls_regcoeff_plot Man page Source code
pls_scores_plot Man page Source code
pls_scores_plot, Man page
pls_vip_plot Man page Source code
plsda_feature_importance_plot Man page Source code
plsda_predicted_plot Man page Source code
plsda_roc_plot Man page Source code
plsda_scores_plot Man page
plsr_cook_dist Man page Source code
plsr_prediction_plot Man page Source code
plsr_qq_plot Man page Source code
plsr_residual_hist Man page Source code
pqn_norm Man page Source code
pqn_norm_hist Man page Source code
prep_from_pmp Source code
prob Source code
prop_na Man page Source code
pscale Source code
r_squared Man page Source code
resample Man page Source code
resample_chart Man page Source code
rsd_filter Man page Source code
rsd_filter_hist Man page Source code
run Man page
run,bootstrap,DatasetExperiment,metric-method Man page
run,forward_selection_by_rank,DatasetExperiment,metric-method Man page
run,grid_search_1d,DatasetExperiment,metric-method Man page
run,kfold_xval,DatasetExperiment,metric-method Man page
run,permutation_test,DatasetExperiment,metric-method Man page
run,permute_sample_order,DatasetExperiment,metric-method Man page
run,resample,DatasetExperiment,metric-method Man page
sb_corr Man page Source code
scale_colour_Publication Source code
scale_fill_Publication Source code
scatter_chart Man page Source code
set_scale Source code
split_data Man page Source code
stratified_split Man page Source code
structToolbox Man page
svm_plot_2d Man page Source code
tSNE Man page Source code
tSNE_scatter Man page Source code
theme_Publication Source code
tic_chart Man page Source code
ttest Man page Source code
unascale Source code
uncenter_colmeans Source code
vec_norm Man page Source code
vips Source code
wilcox_p_hist Man page Source code
wilcox_test Man page Source code
computational-metabolomics/structtoolbox documentation built on Feb. 9, 2024, 8:19 a.m.