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declare_model
for defining the model of the world including sample size, levels of the data, and variables.declare_inquiry
to replace declare_estimand
. declare_estimand
is still available but deprecated.reveal_outcomes
, created in 0.24.0, has been removed as a step.run_design
output to be inquiry_label
rather than estimand_label
.declare_measurement
for measuring outcome variables.declare_test
to enable hypothesis testing where no estimand is targeted. For example, declare_test
could be used for a K-S test of distributional equality and declare_estimator
for a difference-in-means estimate of an average treatment effect.model_summary
option to declare_estimator
, to enable specifying a model and then a separate post-estimation function to extract coefficient estimates (e.g., estimate of a treatment effect) or model summary statistics (e.g., R^2 or the result of an F-test from a regression).declare_diagnosands
functionality. diagnose_design()
by default runs an internal function with a set of default diagnosands, including power, RMSE, bias, type S rate, coverage, mean estimate, and mean estimand.filter
now works.declare_reveal
to reveal_outcomes
. Both continue to work.sampling_variable
in declare_sampling
.drop_nonsampled
flag in declare_sampling
.compare_diagnoses
function to compare two designs on the basis of their design diagnoses.rlang
0.4.0compare_designs
functions to compare the code and output of designs side-by-side.draw_assignment
function to draw an assignment vector(s) given datadraw_sample
function to draw a sample or multiple sequential samples from datadraw_data
to optionally take a data argument. draw_data
now can be used to draw data for the full design, or for subsets of it. start
and end
flags are added to select which portions of the design to runget_estimates
with data, useful for example for getting estimates after data is collected for a study. To draw estimates or estimands from simulated data, now use renamed draw_estimates
and draw_estimands
functions.These binaries (installable software) and packages are in development.
They may not be fully stable and should be used with caution. We make no claims about them.