Model Information

Model Type: {{ model_info.model_type }}

{% if model_info.formula %}

Formula: {{ model_info.formula }}

{% endif %}

Observations: {{ model_info.nobs_formatted or model_info.nobs }}

{% if model_info.n_entities %}

Entities: {{ model_info.n_entities_formatted or model_info.n_entities }}

{% endif %} {% if model_info.n_periods %}

Time Periods: {{ model_info.n_periods_formatted or model_info.n_periods }}

{% endif %} {% if model_info.balanced %}

Panel Type: {% if model_info.balanced %}Balanced{% else %}Unbalanced{% endif %}

{% endif %}

Tests by Category

Specification Tests

{{ summary.failed_by_category.specification }} / {{ tests|selectattr('category', 'equalto', 'Specification')|list|length }} failed

{% if summary.failed_by_category.specification == 0 %} All Passed {% else %} Issues Detected {% endif %}

Serial Correlation

{{ summary.failed_by_category.serial }} / {{ tests|selectattr('category', 'equalto', 'Serial Correlation')|list|length }} failed

{% if summary.failed_by_category.serial == 0 %} All Passed {% else %} Issues Detected {% endif %}

Heteroskedasticity

{{ summary.failed_by_category.heteroskedasticity }} / {{ tests|selectattr('category', 'equalto', 'Heteroskedasticity')|list|length }} failed

{% if summary.failed_by_category.heteroskedasticity == 0 %} All Passed {% else %} Issues Detected {% endif %}

Cross-Sectional Dependence

{{ summary.failed_by_category.cross_sectional }} / {{ tests|selectattr('category', 'equalto', 'Cross-Sectional Dependence')|list|length }} failed

{% if summary.failed_by_category.cross_sectional == 0 %} All Passed {% else %} Issues Detected {% endif %}

Quick Summary

{% if summary.has_issues %}

Issues Detected

Your model has failed {{ summary.total_failed }} validation test(s). Review the detailed results and recommendations to address these issues.

Specification: {{ summary.failed_by_category.specification }} test(s) failed
Serial Correlation: {{ summary.failed_by_category.serial }} test(s) failed
Heteroskedasticity: {{ summary.failed_by_category.heteroskedasticity }} test(s) failed
Cross-Sectional Dependence: {{ summary.failed_by_category.cross_sectional }} test(s) failed

{% else %}

All Tests Passed

Your panel data model has successfully passed all {{ summary.total_tests }} validation tests. The model specification appears appropriate and the data shows no major violations of panel data assumptions.

{% endif %}