Release 4.18
This is a performance and bug-fix release.
- Improved performance of
AbsorbingLS.fit
by deferring some operations. - Added support for the method available in PyHDFE in
AbsorbingLS
. These methods can only be used when the variables absorbed are categorical (i.e., fixed-effects only) and when the model is unweighted. - Added alternative measures of R-squared using the squared correlation. See
PanelResults.corr_squared_overall
,PanelResults.corr_squared_within
, andPanelResults.corr_squared_between
. - Added a clustered covariance estimator (
ClusteredCovariance
) for system regressions. - Fixed a bug in
kernel_optimal_bandwidth
which used incorrect values for a tuning parameter in the bandwidth estimation for the Parzen and Quadratic Spectral kernels.