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Description
Hello, I got the result after the run of PopGen2.0. But when I check the housing_synthetic.csv file, I found that the software using the samples of different geos to seed the new synthetic household data.
How to control the sample synthetic just in each geo? Thanks a lot.
And my yaml file is as blow.
`project:
synthesize: True
name: beijing_example
location: E:/PopGen2.0/Beijing_input_data
inputs:
entities: [household, person]
housing_entities: [household]
person_entities: [person]
column_names:
hid: hid
pid: pid
geo: geo
region: region
sample_geo: sample_geo
location:
geo_corr_mapping:
geo_to_sample: geo_sample_mapping.csv
region_to_sample: region_sample_mapping.csv
region_to_geo: region_geo_mapping.csv
sample:
household: household_sample.csv
person: person_sample.csv
marginals:
region:
household: region_household_marginals.csv
person: region_person_marginals.csv
geo:
household: household_marginals.csv
person: person_marginals.csv
scenario:
- description: all_controls_ipu
apply_region_controls: True
control_variables:
region:
household: [rhhldtype]
person: [rptype]
geo:
household: [hhldtype]
person: [ptype]
parameters:
ipf:
tolerance: 0.0001
iterations: 250
zero_marginal_correction: 0.00001
rounding_procedure: bucket
archive_performance_frequency: 1
reweighting:
procedure: ipu
tolerance: 0.0001
inner_iterations: 1
outer_iterations: 1000
archive_performance_frequency: 1
draws:
pvalue_tolerance: 0.9999
iterations: 25
seed: 0
geos_to_synthesize:
region:
ids: [1]
all_ids: True
geo:
ids: [1,2,3,4,5,6]
all_ids: True
outputs:
performance: [ipf, reweighting, drawing]
weights:
export: True
collate_across_geos: False
multiway:- variables: [ptype]
filename: ptype.csv
filetype: csv
entity: person - variables: [rptype]
filename: rptype.csv
filetype: csv
entity: person - variables: [hhldtype]
filename: hhldtype.csv
filetype: csv
entity: household - variables: [rhhldtype]
filename: rhhldtype.csv
filetype: csv
entity: household
summary:
region:
filename: summary_region.csv
filetype: csv
geo:
filename: summary_geo.csv
filetype: csv
synthetic_population:
housing:
filename: housing_synthetic.csv
filetype: csv
person:
filename: person_synthetic.csv
filetype: csv`
- variables: [ptype]