pysyncon - v1.5.2

What's Changed

• Fix MAPE formula by @sdfordham in https://github.com/sdfordham/pysyncon/pull/71

Full Changelog: https://github.com/sdfordham/pysyncon/compare/v1.5.1...v1.5.2

- Python
Published by sdfordham about 1 year ago

pysyncon - v1.5.1

What's Changed

• Remove a coercion to integers in PlaceboTest code that can generate errors by @sdfordham in https://github.com/sdfordham/pysyncon/pull/63
• Add a check for duplicate rows in the foo argument of Dataprep by @sdfordham in https://github.com/sdfordham/pysyncon/pull/64

Full Changelog: https://github.com/sdfordham/pysyncon/compare/v1.5.0...v1.5.1

- Python
Published by sdfordham almost 2 years ago

pysyncon - 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 https://github.com/sdfordham/pysyncon/pull/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 https://github.com/sdfordham/pysyncon/pull/56

Full Changelog: https://github.com/sdfordham/pysyncon/compare/v1.4.0...v1.5.0

- Python
Published by sdfordham almost 2 years ago

pysyncon - 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 https://github.com/sdfordham/pysyncon/pull/45
• Now allow more statistical operations (sum, count, maximum, minimum, variance) on predictors (predictors_op argument of Dataprep) by @sdfordham in https://github.com/sdfordham/pysyncon/pull/46

Full Changelog: https://github.com/sdfordham/pysyncon/compare/v1.3.0...v1.4.0

- Python
Published by sdfordham almost 2 years ago

pysyncon - 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 https://github.com/sdfordham/pysyncon/pull/42

Full Changelog: https://github.com/sdfordham/pysyncon/compare/v1.2.0...v1.3.0

- Python
Published by sdfordham about 2 years ago

pysyncon - 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 https://github.com/sdfordham/pysyncon/pull/32
• Dataprep string representation added by @sdfordham in https://github.com/sdfordham/pysyncon/pull/34
• Small speed ups in numpy array creations by @sdfordham in https://github.com/sdfordham/pysyncon/pull/36

Full Changelog: https://github.com/sdfordham/pysyncon/compare/v1.1.0...v1.2.0

- Python
Published by sdfordham about 2 years ago

pysyncon - v1.1.0

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

- Python
Published by sdfordham over 2 years ago

pysyncon - v1.0.1

• Unpin the install requirements
• Improve the documentation

- Python
Published by sdfordham over 2 years ago

pysyncon - 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.

- Python
Published by sdfordham almost 3 years ago

pysyncon - Release 0.2.1

• Fix missing legend on path_plot and gap_plot

- Python
Published by sdfordham about 3 years ago

pysyncon - Release 0.2.0

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

- Python
Published by sdfordham about 3 years ago