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Feyn

  • feyn
  • feyn.datasets
  • feyn.filters
  • feyn.inference
  • feyn.insights
  • feyn.losses
  • feyn.metrics
  • feyn.reference
  • feyn.plots
  • feyn.plots.interactive
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feyn.inference


class TMLE

def __init__(
    data,
    outcome_model,
    exposure_model,
    alpha=0.05,
    continuous_bound=5e-06
) -> TMLE
Calculates the Targeted Maximum Likelihood for some data
and feyn.Model exposure and outcome models.

method TMLE.ATE

def ATE(
    self
)
Calculates the Average Treatment Effect (ATE), standard errors
and confidence intervals.

method TMLE.summary

def summary(
    self
)

← feyn.filtersfeyn.insights →
  • class TMLE
    • method TMLE.ATE
    • method TMLE.summary
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