- Temporarily rename package KRLS2
- Use C++ for speed improvements throughout
- Add ability to use logistic loss instead of least squares loss for binary outcomes (paper forthcoming)
- Enable truncation to improve speed with large datsets
- Change
sigma
tob
for consistency - Change default value of
b
fromp
to2*p
wherep
is the number of covariates - Change first differences algorithm for speed, including correcting variance of average first differences, which was too large by a factor of 2
- Main functionality as described in Hainmueller and Hazlett (2014) [ungated]