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A few things that need to be cleaned up as I've been thinking about the package/writing things up. Most of these are relatively minor, but non-trivial updates that should be done.
Fix PlaceboTest to work with analytical standard errors.
optimizations to PlaceboTest for bootstraps
Exact matching should handle time-variant variables (Tabling this for now, will be integrated when caliper functionality is fully done)
exact matching should handle multiple variables (Tabling this for now, will be integrated when caliper functionality is fully done)
Refactor code
Ensure that the results of DisplayTreatment are relatively normal/simple ggplot2 objects and can be manipulated with standard syntax. Right now the function seems complicated
DisplayTreatment produces an object that is "backward". Fix it.
balance_scatter function needs to be updated with the expectations of dimensions of the new get_covariate_balance results.
Simplify the arguments of balance_scatter. No need to take an unrefined matched set, when we can just calculate it using get_covariate_balance from a refined set.
Standardize diagnostic function names/UIs. Utility/diagnostic functions should have similar formats/names. Eg. PlaceboTest and get_covariate_balance should follow similar schemes. Everything should take similar arguments and produce similar objects.
Incorporate restrict.control.period option from big_data_checks
update documentation/code results with resolution of ATE discussion
(optional) include an additional covariate in the included Acemoglu data. This might be helpful for documenting some features
implement the correct ATC
remove continuous matching remnants for stable release
A few things that need to be cleaned up as I've been thinking about the package/writing things up. Most of these are relatively minor, but non-trivial updates that should be done.
DisplayTreatment
are relatively normal/simpleggplot2
objects and can be manipulated with standard syntax. Right now the function seems complicatedbalance_scatter
function needs to be updated with the expectations of dimensions of the newget_covariate_balance
results.balance_scatter
. No need to take an unrefined matched set, when we can just calculate it usingget_covariate_balance
from a refined set.PlaceboTest
andget_covariate_balance
should follow similar schemes. Everything should take similar arguments and produce similar objects.restrict.control.period
option frombig_data_checks
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