Differential Expression Analysis for RNA-seq data through a robust variance component test


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Documentation for package ‘dearseq’ version 1.5.1

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dearseq-package dearseq: Differential Expression Analysis for RNA-seq data through a robust variance component test
baduel Small portion of RNA-seq data from plant physiology study.
baduel_5gs Small portion of RNA-seq data from plant physiology study.
baduel_gmt Small portion of RNA-seq data from plant physiology study.
dearseq dearseq: Differential Expression Analysis for RNA-seq data through a robust variance component test
dear_seq Differential expression analyis of RNA-seq data through a variance component test
design Small portion of RNA-seq data from plant physiology study.
dgsa_seq Time-course Gene Set Analysis
expr_norm_corr Small portion of RNA-seq data from plant physiology study.
PBT PBT gene sets related to kidney transplant
PBT_gmt PBT gene sets related to kidney transplant
perm_pe Exact permutation p-values
plot.dearseq Plot method for dearseq objects
plot_hist_pvals Plotting raw p-values histogram
plot_ord_pvals Plot of gene-wise p-values
plot_weights Plotting mean-variance fit for precision weights estimation
print.summary.dearseq Summary method for dearseq objects
sp_weights Non parametric local heteroscedasticity weights
summary.dearseq Summary method for dearseq objects
vc_test_asym Asymptotic variance component test statistic and p-value
vc_test_perm Permutation-based variance component test statistic and p-value
voom_weights Precision weights accounting for heteroscedasticity in RNA-seq count data