Kernel Balancing


[Up] [Top]

Documentation for package ‘kbal’ version 0.1.2

Help Pages

biasbound Worst-Case Bias Bound due to Incomplete Balance
b_maxvarK Maximum Variance of Gaussian Kernel Matrix
dimw Difference in Means and Difference in Weighted Means
drop_multicollin Drop Multicollinear Columns
ebalance_custom Modified version of ebalance (originally from Jens Hainmueller)
getdist L1 Distance
getw Find Weights using Entropy Balancing.
kbal Kernel Balancing
lalonde Data from National Supported Work program and Panel Study in Income Dynamics
makeK Build the Gaussian Kernel Matrix
one_hot One-Hot Encoding for Categorical Data