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Submodule
causalis.data_contracts.panel_estimate

panel_estimate

Submodule causalis.data_contracts.panel_estimate with no child pages and 22 documented members.

Symbol indexAPI membersPanelEstimatemodel_configestimandmodel

Classes

Jump directly into the documented classes for this page.

1 items
PanelEstimateclass
class
causalis.data_contracts.panel_estimate.PanelEstimate

PanelEstimate

Bases: pydantic.BaseModel

Result contract for dynamic synthetic-control effect-path estimates.

Initialization

Create a new model by parsing and validating input data from keyword arguments.

Raises [ValidationError][pydantic_core.ValidationError] if the input data cannot be validated to form a valid model.

self is explicitly positional-only to allow self as a field name.

Canonical target

causalis.data_contracts.panel_estimate.PanelEstimate

Sections

Initialization
Link to this symbol
attribute
causalis.data_contracts.panel_estimate.PanelEstimate.model_config

model_config

Value: 'ConfigDict(...)'

‘ConfigDict(…)’

Canonical target

causalis.data_contracts.panel_estimate.PanelEstimate.model_config

Link to this symbol
attribute
causalis.data_contracts.panel_estimate.PanelEstimate.estimand

estimand

Value: 'dynamic_effect_path'

‘dynamic_effect_path’

Canonical target

causalis.data_contracts.panel_estimate.PanelEstimate.estimand

Link to this symbol
attribute
causalis.data_contracts.panel_estimate.PanelEstimate.model

model

Value: None

None

Canonical target

causalis.data_contracts.panel_estimate.PanelEstimate.model

Link to this symbol
attribute
causalis.data_contracts.panel_estimate.PanelEstimate.treated_unit

treated_unit

Value: None

None

Canonical target

causalis.data_contracts.panel_estimate.PanelEstimate.treated_unit

Link to this symbol
attribute
causalis.data_contracts.panel_estimate.PanelEstimate.treatment_start

treatment_start

Value: None

None

Canonical target

causalis.data_contracts.panel_estimate.PanelEstimate.treatment_start

Link to this symbol
attribute
causalis.data_contracts.panel_estimate.PanelEstimate.pre_times

pre_times

Value: None

None

Canonical target

causalis.data_contracts.panel_estimate.PanelEstimate.pre_times

Link to this symbol
attribute
causalis.data_contracts.panel_estimate.PanelEstimate.post_times

post_times

Value: None

None

Canonical target

causalis.data_contracts.panel_estimate.PanelEstimate.post_times

Link to this symbol
attribute
causalis.data_contracts.panel_estimate.PanelEstimate.effect_by_time

effect_by_time

Value: None

None

Canonical target

causalis.data_contracts.panel_estimate.PanelEstimate.effect_by_time

Link to this symbol
attribute
causalis.data_contracts.panel_estimate.PanelEstimate.ci_lower_by_time

ci_lower_by_time

Value: None

None

Canonical target

causalis.data_contracts.panel_estimate.PanelEstimate.ci_lower_by_time

Link to this symbol
attribute
causalis.data_contracts.panel_estimate.PanelEstimate.ci_upper_by_time

ci_upper_by_time

Value: None

None

Canonical target

causalis.data_contracts.panel_estimate.PanelEstimate.ci_upper_by_time

Link to this symbol
attribute
causalis.data_contracts.panel_estimate.PanelEstimate.p_value_by_time

p_value_by_time

Value: None

None

Canonical target

causalis.data_contracts.panel_estimate.PanelEstimate.p_value_by_time

Link to this symbol
attribute
causalis.data_contracts.panel_estimate.PanelEstimate.is_significant_by_time

is_significant_by_time

Value: None

None

Canonical target

causalis.data_contracts.panel_estimate.PanelEstimate.is_significant_by_time

Link to this symbol
attribute
causalis.data_contracts.panel_estimate.PanelEstimate.confidence_set_by_time

confidence_set_by_time

Value: None

None

Canonical target

causalis.data_contracts.panel_estimate.PanelEstimate.confidence_set_by_time

Link to this symbol
attribute
causalis.data_contracts.panel_estimate.PanelEstimate.alpha

alpha

Value: None

None

Canonical target

causalis.data_contracts.panel_estimate.PanelEstimate.alpha

Link to this symbol
attribute
causalis.data_contracts.panel_estimate.PanelEstimate.observed_outcome

observed_outcome

Value: None

None

Canonical target

causalis.data_contracts.panel_estimate.PanelEstimate.observed_outcome

Link to this symbol
attribute
causalis.data_contracts.panel_estimate.PanelEstimate.synthetic_outcome

synthetic_outcome

Value: None

None

Canonical target

causalis.data_contracts.panel_estimate.PanelEstimate.synthetic_outcome

Link to this symbol
attribute
causalis.data_contracts.panel_estimate.PanelEstimate.donor_weights_augmented

donor_weights_augmented

Value: None

None

Canonical target

causalis.data_contracts.panel_estimate.PanelEstimate.donor_weights_augmented

Link to this symbol
attribute
causalis.data_contracts.panel_estimate.PanelEstimate.diagnostics

diagnostics

Value: 'Field(...)'

‘Field(…)’

Canonical target

causalis.data_contracts.panel_estimate.PanelEstimate.diagnostics

Link to this symbol
attribute
causalis.data_contracts.panel_estimate.PanelEstimate.created_at

created_at

Value: 'Field(...)'

‘Field(…)’

Canonical target

causalis.data_contracts.panel_estimate.PanelEstimate.created_at

Link to this symbol
method
causalis.data_contracts.panel_estimate.PanelEstimate.summary

summary

Return a compact CausalEstimate-style summary table.

Canonical target

causalis.data_contracts.panel_estimate.PanelEstimate.summary

Link to this symbol
method
causalis.data_contracts.panel_estimate.PanelEstimate.summary_poinwise

summary_poinwise

Return pointwise post-period estimates as a flat DataFrame.

Canonical target

causalis.data_contracts.panel_estimate.PanelEstimate.summary_poinwise

Link to this symbol