estimate_drop_out: This function is used for estimating dropout probability.

Description Usage Arguments

Description

This function is used for estimating dropout probability.

Usage

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estimate_drop_out(sc_data, sc_data_expect, gene_len_org, per_tile_beta = 6,
  per_tile_tau = 6, alpha_init = c(1, -1), spois_init = 0.1,
  beta_init = c(0.1, 0.1, 0.1), tau_init = c(0.1, -0.1, -0.1),
  em_error_par = 0.01, em_min_count = 1, em_max_count = 30,
  trace_flag = 0)

Arguments

sc_data

Input count matrix.

sc_data_expect

Gene expression from the pool neighboring cells obtained by function get_expected_cell


WeiqiangZhou/SCDV documentation built on May 17, 2019, 12:04 p.m.