- Change default value of argument
max_shifted_ratio
from 2 to 5 throughout. - Bump up minimum versions of dependencies
sl3
,hal9001
, andhaldensify
.
- Change all instances of default shift being
shift_additive_bounded
to useshift_additive
instead, since the former is incompatible with the simpler identifying functional under the modified treatment policy definition.
- Change
Spec_shift
object to use point treatment helpers fromtmle3
. - Support missing data functionality based on updates to
tmle3
. - Change conditional density estimation in tests and vignettes to rely on
Lrnr_density_semiparametric
overLrnr_haldensify
to reduce time. - Remove reliance on
Lrnr_rfcde
since package appears unstable.
- Change default for MSMs to use identity-based weighting over variance-based, improving stability of estimates.
- Bug fixes for cross-validation:
cv_fold
->fold_number
.
- Addition of
cvtmle = TRUE
inUpdater
objects as the default. - Bug fixes to bounding of conditional densities at the natural exposure value.
- Tweaks to
cvtmle
option andfold_number
argument to matchtmle3
updates.
- Addition of HAL-based conditional density estimation as an option.
- Addition of random forest-based conditional density estimation as an option.
- Addition of bounding to
Spec
objects for variable importance measures. - Addition of bounding for conditional density and likelihood objects.
- Minor bug fixes, including to vignettes.
- An initial stable release of the package.