sample_me: Collapsed Gibbs sampler for hWRU. Internal function

In kosukeimai/wru: Who are You? Bayesian Prediction of Racial Category Using Surname, First Name, Middle Name, and Geolocation

Collapsed Gibbs sampler for hWRU. Internal function

Description

Collapsed Gibbs sampler for hWRU. Internal function

Usage

sample_me(
  last_name,
  first_name,
  mid_name,
  geo,
  N_rg,
  pi_s,
  pi_f,
  pi_m,
  pi_nr,
  which_names,
  samples,
  burnin,
  race_init,
  verbose
)

Arguments

last_name	Integer vector of last name identifiers for each record (zero indexed; as all that follow). Must match columns numbers in M_rs.
first_name	See last_name
mid_name	See last_name
geo	Integer vector of geographic units for each record. Must match column number in N_rg
N_rg	Integer matrix of race | geography counts in census (geograpgies in columns).
pi_s	Numeric matrix of race | surname prior probabilities.
pi_f	Same as pi_s, but for first names.
pi_m	Same as pi_s, but for middle names.
pi_nr	Matrix of marginal probability distribution over missing names; non-keyword names default to this distribution.
which_names	Integer; 0=surname only. 1=surname + first name. 2= surname, first, and middle names.
samples	Integer number of samples to take after (in total)
burnin	Integer number of samples to discard as burn-in of Markov chain
race_init	Integer vector of initial race assignments
verbose	Boolean; should informative messages be printed?

kosukeimai/wru documentation built on April 8, 2024, 6:03 p.m.