Parameter Estimates
{% if coefficients %}
| Variable |
Coefficient |
Std. Error |
t-stat |
p-value |
|
{% if coefficients[0].ci_lower is defined and coefficients[0].ci_lower != '' %}
[0.025 |
0.975] |
{% endif %}
{% for coef in coefficients %}
| {{ coef.name }} |
{{ coef.coef|round(4) }} |
{{ coef.se|round(4) }} |
{{ coef.tstat|round(3) }} |
{{ coef.pvalue|pvalue_format }} |
{{ coef.stars }} |
{% if coef.ci_lower is defined and coef.ci_lower != '' %}
{{ coef.ci_lower|round(4) }} |
{{ coef.ci_upper|round(4) }} |
{% endif %}
{% endfor %}
Significance: * p<0.1, ** p<0.05, *** p<0.01
{% else %}
No coefficient data available.
{% endif %}
Model Specification
| Estimator | {{ model_info.estimator|default(model_type)|default('—') if model_info else model_type|default('—') }} |
| Formula | {{ model_info.formula|default(formula)|default('—') if model_info else formula|default('—') }} |
| Standard Errors | {{ model_info.se_type|default(se_type)|default('—') if model_info else se_type|default('—') }} |
| Observations | {{ nobs|default('—')|number_format }} |
| Entities | {{ n_entities|default('—')|number_format }} |
| Periods | {{ n_periods|default('—') }} |
Fit Statistics
| R-squared | {{ r_squared|default((fit_statistics|default({})).get('r_squared', '—'))|round(4) }} |
| Adj. R-squared | {{ adj_r_squared|default((fit_statistics|default({})).get('adj_r_squared', '—'))|round(4) }} |
{% if f_statistic is defined or (fit_statistics and fit_statistics.get('f_statistic')) %}
| F-statistic | {{ f_statistic|default((fit_statistics|default({})).get('f_statistic', '—'))|round(3) }} |
{% endif %}
{% if aic is defined or (fit_statistics and fit_statistics.get('aic')) %}
| AIC | {{ aic|default((fit_statistics|default({})).get('aic', '—'))|round(2) }} |
| BIC | {{ bic|default((fit_statistics|default({})).get('bic', '—'))|round(2) }} |
{% endif %}
{% if charts %}
{% if charts.coefficient_plot %}
Coefficient Estimates
{{ charts.coefficient_plot|safe }}
{% endif %}
{% if charts.fit_chart %}
Model Fit
{{ charts.fit_chart|safe }}
{% endif %}
{% if charts.pvalue_chart %}
P-value Summary
{{ charts.pvalue_chart|safe }}
{% endif %}
{% endif %}
{% if residual_charts %}
Diagnostic Plots
{% for name, chart_html in residual_charts.items() %}
{{ chart_html|safe }}
{% endfor %}
{% endif %}