Detailed Test Results

This table shows detailed results for all {{ tests|length }} validation tests performed on your panel data model. Tests marked as "REJECT" indicate potential issues that may require attention.

{% set spec_tests = tests|selectattr('category', 'equalto', 'Specification')|list %} {% if spec_tests %}

Specification Tests

Tests for model specification, including choice between Fixed Effects and Random Effects.

{% for test in spec_tests %} {% endfor %}

Test Name	Statistic	P-value	DF	Result	Conclusion
{{ test.name }}	{{ test.statistic_formatted }}	{{ test.pvalue_formatted }} {% if test.significance %} {{ test.significance }} {% endif %}	{{ test.df or 'N/A' }}	{{ test.result }}	{{ test.conclusion }}

{% endif %} {% set serial_tests = tests|selectattr('category', 'equalto', 'Serial Correlation')|list %} {% if serial_tests %}

Serial Correlation Tests

Tests for autocorrelation in residuals across time periods.

{% for test in serial_tests %} {% endfor %}

Test Name	Statistic	P-value	DF	Result	Conclusion
{{ test.name }}	{{ test.statistic_formatted }}	{{ test.pvalue_formatted }} {% if test.significance %} {{ test.significance }} {% endif %}	{{ test.df or 'N/A' }}	{{ test.result }}	{{ test.conclusion }}

{% endif %} {% set het_tests = tests|selectattr('category', 'equalto', 'Heteroskedasticity')|list %} {% if het_tests %}

Heteroskedasticity Tests

Tests for non-constant variance in residuals.

{% for test in het_tests %} {% endfor %}

Test Name	Statistic	P-value	DF	Result	Conclusion
{{ test.name }}	{{ test.statistic_formatted }}	{{ test.pvalue_formatted }} {% if test.significance %} {{ test.significance }} {% endif %}	{{ test.df or 'N/A' }}	{{ test.result }}	{{ test.conclusion }}

{% endif %} {% set cd_tests = tests|selectattr('category', 'equalto', 'Cross-Sectional Dependence')|list %} {% if cd_tests %}

Cross-Sectional Dependence Tests

Tests for correlation across entities (cross-sectional units).

{% for test in cd_tests %} {% endfor %}

Test Name	Statistic	P-value	DF	Result	Conclusion
{{ test.name }}	{{ test.statistic_formatted }}	{{ test.pvalue_formatted }} {% if test.significance %} {{ test.significance }} {% endif %}	{{ test.df or 'N/A' }}	{{ test.result }}	{{ test.conclusion }}

{% endif %}

Result Legend

ACCEPT Test passed - no issues detected

REJECT Test failed - potential issue detected

Significance Levels

*** p < 0.001

** p < 0.01

* p < 0.05

. p < 0.1