Functions for the core SALSA workflow
do_salsa_steps()
Perform SALSA steps for threshold detection
get_salsa_table()
Get SALSA results as a data.frame
Functions to visualize SALSA data
plot_fr_wei()
Plot Frechet-Weibull fit
rank_count_plot()
Rank-Count plot
Example SALSA data
oz2_numi_per_cell
Sample data scRNA-seq nUMI per Cell
oz2_numi_per_gene
Sample data scRNA-seq nUMI per Gene
Functions supporting SALSA distribution fit
dfr_wei() qfr_wei() pfr_wei()
dfr_wei()
qfr_wei()
pfr_wei()
The Frechet-Weibull Distribution
fitdist_fr()
Fit Frechet distribution to non-censored data
fitdist_fr_wei()
Fit Frechet-Weibull distribution to non-censored data
params_fr_wei()
Parameter bounds for Frechet-Weibull fit
Back-end functions supporting SALSA steps
get_lower_bound()
Calculate lower bound from Frechet-Weibull fit
get_salsa_steps()
Get step parameters for SALSA
get_upper_bound()
Calculate upper bound from Frechet fit