SALSA core functions

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

SALSA visualization functions

Functions to visualize SALSA data

plot_fr_wei()

Plot Frechet-Weibull fit

rank_count_plot()

Rank-Count plot

SALSA example data

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

SALSA distribution fit functions

Functions supporting SALSA distribution fit

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

SALSA support functions

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