Multinomial Logit Panel Model

Model Specification

{% if n_entities %} {% endif %} {% if pseudo_r2 %} {% endif %}
Estimator: {{ estimator_type }}
Number of choices: {{ n_choices }}
Base category: {{ base_category }}
Number of observations: {{ n_obs }}
Number of entities: {{ n_entities }}
Log-likelihood: {{ llf|number_format }}
Pseudo R²: {{ pseudo_r2|number_format }}
{% for choice in choices %}
Choice {{ choice.name }} (vs. {{ base_category }})

Coefficients

{% for param in choice.parameters %} {% endfor %}
Variable Coefficient Std. Error z-stat p-value
{{ param.name }} {{ param.estimate|number_format }} {{ param.std_error|number_format }} {{ param.z_stat|number_format }} {{ param.p_value|pvalue_format }}{{ param.p_value|significance_stars }}
{% endfor %} {% if marginal_effects %}

Average Marginal Effects

{% for choice in marginal_effects %}

Choice {{ choice.name }}

{% for effect in choice.effects %} {% endfor %}
Variable AME Std. Error z-stat p-value
{{ effect.name }} {{ effect.value|number_format }} {{ effect.std_error|number_format }} {{ effect.z_stat|number_format }} {{ effect.p_value|pvalue_format }}{{ effect.p_value|significance_stars }}
{% endfor %}
{% endif %}

Choice Distribution

{% for dist in choice_distribution %} {% endfor %}
Choice Frequency Percentage
{{ dist.name }} {{ dist.frequency }} {{ dist.percentage|percentage }}