fitting fixed_HAL. outputs an object of the fit use the old basis use the old lambda OPTIONAL: if the old object is squashed, only use the non-zero basis — fit_fixed_HAL • TMLEbootstrap

fitting fixed_HAL. outputs an object of the fit use the old basis use the old lambda OPTIONAL: if the old object is squashed, only use the non-zero basis

fit_fixed_HAL(
  Y,
  X,
  weights = NULL,
  hal9001_object,
  family = stats::gaussian(),
  inflate_lambda = 1
)

Arguments

Y	vector of target
X	data.frame of feature
weights	vector of weight
hal9001_object	hal9001 object
family	glm family Y
inflate_lambda	scale the penalty factor