SamplingPlanner

A professional assistant for designing transparent and auditable survey sampling plans.

Overview
Version
v1.0.0
Created
2025-12-13
Updated
2025-12-13
policystatisticsresearch-assistant
sampling-designsurvey-sampling
Key functions
  • Design probability and quasi-probability sampling plans
  • Produce auditable sampling documentation and JSON/YAML outputs
Technical details
_id
samplingplanner
gpt_id
samplingplanner
viz1
public
viz2
show_url
language
en
Other fields
additional_features
["Clear handling of provisional previous-year population counts"]
example_commands
["Design a two-stage stratified household sample for a national survey", "Create a PPS sampling plan using last year's frame counts", "List missing inputs required for a valid sampling design", "Output the sampling plan as reproducible JSON", "Assess whether the proposed sample supports domain estimation"]
gpt_id
samplingplanner
ideal_use_cases
["Designing stratified or multistage sampling plans for surveys", "Preparing sampling sections for proposals and feasibility studies"]
limitations
["Cannot fabricate population or frame data when inputs are missing"]
target_users
["Survey methodologists", "Policy and academic researchers"]