obtain_valid_ids: Obtain valid IDs

In timothy-barry/glmeiv: Implements the GLM-EIV model and method

Obtain valid IDs

Description

Obtains valid IDs given the output of a simulatr experiment.

Usage

obtain_valid_ids(
  sim_res,
  spread_thresh = 0.1,
  approx_0_thresh = 50,
  approx_1_thresh = 50,
  g_pert_lower = -0.3,
  g_pert_upper = Inf,
  m_pert_lower = -Inf,
  m_pert_upper = 0.3,
  pi_lower = 0,
  pi_upper = 0.5
)

Arguments

sim_res	sim_res object
spread_thresh	spread threshold
approx_0_thresh	number cells approximately 0 threshold
approx_1_thresh	number cells approximately 1 threshold
g_pert_lower	minimum value for g_pert
g_pert_upper	maximum value for g_pert
m_pert_lower	minimum value for m_pert
m_pert_upper	maximum value for m_pert
pi_lower	minimum value for pi
pi_upper	maximum value for pi

Value

a list of length two; (i) a data frame giving the classification of each EM run, and (ii) a character vector of valid IDs for both EM and thresholding

timothy-barry/glmeiv documentation built on Jan. 30, 2024, 3:46 p.m.