All functions

Boot_parallel()

Parallel processing handling function

Check_SummarizedExperiment()

Check if SummarizedExperiment or data is correct

Check_meta_info()

Check if meta info is correct

LimROTS()

LimROTS: A Hybrid Method Integrating Empirical Bayes and Reproducibility-Optimized Statistics for Robust Analysis of Proteomics and Metabolomics Data

Limma_bootstrap()

Perform Linear Modeling with Covariates using Limma

Limma_fit()

Perform Linear Modeling with Covariates using Limma

Limma_permutating()

Perform Permutation-Based Linear Modeling with Covariates using Limma

Optimizing()

Optimize Parameters Based on Overlap Calculations

SanityChecK()

Sanity Check for Input Data and Parameters

UPS1.Case4

Spectronaut and ScaffoldDIA UPS1 Spiked Dataset case 4

bootstrapS()

Generate Bootstrap Samples

bootstrapSamples_limRots()

Generate Stratified Bootstrap Samples for limRots

calOverlaps()

Calculate Overlaps Between Observed and Permuted Data

calOverlaps_slr()

Calculate Overlaps for Single-Label Replicates (SLR)

calculateFalseDiscoveryRate()

Calculate False Discovery Rate (FDR) Using Permuted Values (Adjusted)

countLargerThan()

Count Larger Permuted Values (Modified)