causalkit.eda.CausalDataLite

class causalkit.eda.CausalDataLite(df, treatment, target, confounders)

A minimal container for dataset roles used by CausalEDA.

Attributes - df: The full pandas DataFrame containing treatment, outcome and covariates. - treatment: Column name of the binary treatment indicator (0/1). - target: Column name of the outcome variable. - confounders: List of covariate column names used to model treatment.

Parameters:

• df (DataFrame)

• treatment (str)

• target (str)

• confounders (List[str])

__init__(df, treatment, target, confounders)

Parameters:

• df (DataFrame)

• treatment (str)

• target (str)

• confounders (List[str])

Return type:

None

Methods

__init__(df, treatment, target, confounders)

Attributes

df
treatment
target
confounders

df: DataFrame

treatment: str

target: str

confounders: List[str]

__init__(df, treatment, target, confounders)

Parameters:

• df (DataFrame)

• treatment (str)

• target (str)

• confounders (List[str])

Return type:

None