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Submodule
causalis.data_contracts.gate_estimate

gate_estimate

Submodule causalis.data_contracts.gate_estimate with no child pages and 29 documented members.

Symbol indexAPI membersGateEstimatemodel_configestimandmodel

Classes

Jump directly into the documented classes for this page.

1 items
GateEstimateclass
class
causalis.data_contracts.gate_estimate.GateEstimate

GateEstimate

Bases: pydantic.BaseModel

Result contract for group-level treatment-effect 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.gate_estimate.GateEstimate

Sections

Initialization
Link to this symbol
attribute
causalis.data_contracts.gate_estimate.GateEstimate.model_config

model_config

Value: 'ConfigDict(...)'

‘ConfigDict(…)’

Canonical target

causalis.data_contracts.gate_estimate.GateEstimate.model_config

Link to this symbol
attribute
causalis.data_contracts.gate_estimate.GateEstimate.estimand

estimand

Value: 'GATE'

‘GATE’

Canonical target

causalis.data_contracts.gate_estimate.GateEstimate.estimand

Link to this symbol
attribute
causalis.data_contracts.gate_estimate.GateEstimate.model

model

Value: 'IRM'

‘IRM’

Canonical target

causalis.data_contracts.gate_estimate.GateEstimate.model

Link to this symbol
attribute
causalis.data_contracts.gate_estimate.GateEstimate.group_names

group_names

Value: None

None

Canonical target

causalis.data_contracts.gate_estimate.GateEstimate.group_names

Link to this symbol
attribute
causalis.data_contracts.gate_estimate.GateEstimate.values

values

Value: None

None

Canonical target

causalis.data_contracts.gate_estimate.GateEstimate.values

Link to this symbol
attribute
causalis.data_contracts.gate_estimate.GateEstimate.std_errors

std_errors

Value: None

None

Canonical target

causalis.data_contracts.gate_estimate.GateEstimate.std_errors

Link to this symbol
attribute
causalis.data_contracts.gate_estimate.GateEstimate.test_stats

test_stats

Value: None

None

Canonical target

causalis.data_contracts.gate_estimate.GateEstimate.test_stats

Link to this symbol
attribute
causalis.data_contracts.gate_estimate.GateEstimate.p_values

p_values

Value: None

None

Canonical target

causalis.data_contracts.gate_estimate.GateEstimate.p_values

Link to this symbol
attribute
causalis.data_contracts.gate_estimate.GateEstimate.ci_lower

ci_lower

Value: None

None

Canonical target

causalis.data_contracts.gate_estimate.GateEstimate.ci_lower

Link to this symbol
attribute
causalis.data_contracts.gate_estimate.GateEstimate.ci_upper

ci_upper

Value: None

None

Canonical target

causalis.data_contracts.gate_estimate.GateEstimate.ci_upper

Link to this symbol
attribute
causalis.data_contracts.gate_estimate.GateEstimate.alpha

alpha

Value: None

None

Canonical target

causalis.data_contracts.gate_estimate.GateEstimate.alpha

Link to this symbol
attribute
causalis.data_contracts.gate_estimate.GateEstimate.covariance

covariance

Value: None

None

Canonical target

causalis.data_contracts.gate_estimate.GateEstimate.covariance

Link to this symbol
attribute
causalis.data_contracts.gate_estimate.GateEstimate.summary_table

summary_table

Value: None

None

Canonical target

causalis.data_contracts.gate_estimate.GateEstimate.summary_table

Link to this symbol
attribute
causalis.data_contracts.gate_estimate.GateEstimate.model_options

model_options

Value: 'Field(...)'

‘Field(…)’

Canonical target

causalis.data_contracts.gate_estimate.GateEstimate.model_options

Link to this symbol
attribute
causalis.data_contracts.gate_estimate.GateEstimate.n_group

n_group

Value: None

None

Canonical target

causalis.data_contracts.gate_estimate.GateEstimate.n_group

Link to this symbol
attribute
causalis.data_contracts.gate_estimate.GateEstimate.n_treated

n_treated

Value: None

None

Canonical target

causalis.data_contracts.gate_estimate.GateEstimate.n_treated

Link to this symbol
attribute
causalis.data_contracts.gate_estimate.GateEstimate.n_control

n_control

Value: None

None

Canonical target

causalis.data_contracts.gate_estimate.GateEstimate.n_control

Link to this symbol
attribute
causalis.data_contracts.gate_estimate.GateEstimate.share_treated

share_treated

Value: None

None

Canonical target

causalis.data_contracts.gate_estimate.GateEstimate.share_treated

Link to this symbol
attribute
causalis.data_contracts.gate_estimate.GateEstimate.mean_phi

mean_phi

Value: None

None

Canonical target

causalis.data_contracts.gate_estimate.GateEstimate.mean_phi

Link to this symbol
attribute
causalis.data_contracts.gate_estimate.GateEstimate.std_phi

std_phi

Value: None

None

Canonical target

causalis.data_contracts.gate_estimate.GateEstimate.std_phi

Link to this symbol
attribute
causalis.data_contracts.gate_estimate.GateEstimate.mean_propensity

mean_propensity

Value: None

None

Canonical target

causalis.data_contracts.gate_estimate.GateEstimate.mean_propensity

Link to this symbol
attribute
causalis.data_contracts.gate_estimate.GateEstimate.min_propensity

min_propensity

Value: None

None

Canonical target

causalis.data_contracts.gate_estimate.GateEstimate.min_propensity

Link to this symbol
attribute
causalis.data_contracts.gate_estimate.GateEstimate.max_propensity

max_propensity

Value: None

None

Canonical target

causalis.data_contracts.gate_estimate.GateEstimate.max_propensity

Link to this symbol
attribute
causalis.data_contracts.gate_estimate.GateEstimate.time

time

Value: 'Field(...)'

‘Field(…)’

Canonical target

causalis.data_contracts.gate_estimate.GateEstimate.time

Link to this symbol
attribute
causalis.data_contracts.gate_estimate.GateEstimate.diagnostic_data

diagnostic_data

Value: None

None

Canonical target

causalis.data_contracts.gate_estimate.GateEstimate.diagnostic_data

Link to this symbol
method
causalis.data_contracts.gate_estimate.GateEstimate.summary

summary

Return per-group subgroup-effect summary table.

Canonical target

causalis.data_contracts.gate_estimate.GateEstimate.summary

Link to this symbol
method
causalis.data_contracts.gate_estimate.GateEstimate.contrast

contrast

Construct a formal post-estimation contrast between two groups.

Canonical target

causalis.data_contracts.gate_estimate.GateEstimate.contrast

Link to this symbol
method
causalis.data_contracts.gate_estimate.GateEstimate.pairwise_summary

pairwise_summary

Return a long-form table of formal pairwise subgroup contrasts.

Canonical target

causalis.data_contracts.gate_estimate.GateEstimate.pairwise_summary

Link to this symbol