Feyn

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Feyn

  • feyn
  • feyn.extra
  • feyn.filters
  • feyn.inference
  • feyn.insights
  • feyn.losses
  • feyn.metrics
  • feyn.plots
  • feyn.reference
  • feyn.tools

Future

  • feyn.__future__
  • feyn.__future__.contrib
  • feyn.__future__.contrib.diagnostics
  • feyn.__future__.contrib.filters
  • feyn.__future__.contrib.inspection
  • feyn.__future__.contrib.reference

feyn.inference


class TMLE

def __init__(
    data,
    outcome_graph,
    exposure_graph,
    alpha=0.05,
    continuous_bound=5e-06
) -> TMLE
Calculates the Targeted Maximum Likelihood for some data
and feyn.Graph 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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