Context:
New functionality for post-stratified area estimation has been added but for usability we may need to add a template notebook to calculate areas and their 95% confidence intervals (CI) using the standard errors.
Problem:
Integration into area estimation workflow.
Potential Solution:
- Using the
notebooks/multi_roi_area_estimate.ipynb notebook as inspiration, redesign the workflow to include the calculation of post-stratified areas.
- Using
src/area_utils.py as inspiration, add new functionality to src/post_stratified_estimation.py to calculate 95% CIs.
Context:
New functionality for post-stratified area estimation has been added but for usability we may need to add a template notebook to calculate areas and their 95% confidence intervals (CI) using the standard errors.
Problem:
Integration into area estimation workflow.
Potential Solution:
notebooks/multi_roi_area_estimate.ipynbnotebook as inspiration, redesign the workflow to include the calculation of post-stratified areas.src/area_utils.pyas inspiration, add new functionality tosrc/post_stratified_estimation.pyto calculate 95% CIs.