v1.5.1

What's Changed

• Remove a coercion to integers in PlaceboTest code that can generate errors by @sdfordham in #63
• Add a check for duplicate rows in the foo argument of Dataprep by @sdfordham in #64

Full Changelog: v1.5.0...v1.5.1

v1.5.0

What's Changed

• A class LinearFactorModel was added that can generate data following a Linear factor model for testing/illustration/etc. purposes by @sdfordham in #51
• A ConformalInference class was added that can compute confidence intervals following Chernozhukov et al. A confidence interval method was added to the Synth class that can generate confidence intervals using this class by @sdfordham in #56

Full Changelog: v1.4.0...v1.5.0

v1.4.0

What's Changed

• Added metric methods (APE, MAPE, MAE) to quantify the goodness of fit with the treated unit by @sdfordham in #45
• Now allow more statistical operations (sum, count, maximum, minimum, variance) on predictors (predictors_op argument of Dataprep) by @sdfordham in #46

Full Changelog: v1.3.0...v1.4.0

Version 1.3.0

What's Changed

• The implementation of PenalizedSynth was flawed and has now been fixed so that it is faithful to the original paper (ref #31), by @sdfordham in #42

Full Changelog: v1.2.0...v1.3.0

Version 1.2.0

What's Changed

• Added att method to synthetic control methods that returns the average treatment effect on the treated unit over a given time period by @sdfordham in #32
• Dataprep string representation added by @sdfordham in #34
• Small speed ups in numpy array creations by @sdfordham in #36

Full Changelog: v1.1.0...v1.2.0

v1.1.0

• Required packages no longer have their versions pinned.
• Documentation has been improved drastically.

v1.0.1

• Unpin the install requirements
• Improve the documentation

Release 1.0.0

• Add a method for running Robust Synthetic Control.
• Add a method for running Penalized Synthetic Control.
• Add a method for running Placebo Tests.

Release 0.2.1

• Fix missing legend on path_plot and gap_plot

Release 0.2.0

• Add basic augsynth functionality.
• Make compatible with python 3.8