Man pages for ebenmichael/balancer
Matrix constraints for covariate balance

apgAccelerated proximal gradient method
balancerbalancer: A package for treatment effect heterogeneity and...
balancer_bootGet point estimate and bootstraped standard errors
balancer_hteBalancing weights for heterogeneous treatment effects
balancer_hte_oldHelper function to fit the dual for general odds function and...
balancer_missingBalancing weights for missing outcomes
balancer_missing_oldHelper function to fit the dual for general odds function and...
balancer_multiBalancing weights for ATT (with hierarchical structure)
balancer_multimatchBalancing weights for ATT with multilevel treatment...
balancer_oldFind Balancing weights by solving the dual optimization...
balancer_subgrpBalancing weights for ATT (in subgroups)
balancer_subgrp_oldHelper function to fit the dual for general odds function and...
balancing_gradGeneric balancing loss gradient
balancing_grad_kernGeneric balancing loss gradient with kernels
compute_gramCompute a gram matrix between X and Y for a given kernel
enetOdds as the dual to elastic net
exp_weightsun-normalized logit weights
exp_weights2un-normalized logit weights
l1_grp_proxGroup L1 norm prox operator, soft thresholding
l1_proxL1 norm prox operator, soft thresholding
l2_proxL2 norm prox operator
linf_proxL infinity norm prox operator Uses algorithm for projection...
lin_weightsLinear weights
lin_weights2Linear weights
multilevel_gradGeneric balancing loss gradient
no_proxProx of 0 is the identity
normlinLinear odds, normalized weights
normposlinLinear odds, constrained to be positive, normalized
nuc_proxNuclear norm prox operator, soft thresholding
poly_kernelPolynomial kernel
posenetOdds as the dual to elastic net with positive weights
poslinLinear odds, constrained to be positive
pos_lin_weightsLinear weights
pos_lin_weights2Linear weights
prox_l1L1 Prox
prox_l1_allL1 Prox for multilevel model, separate for global/local...
prox_l1_grpGroup L1 Prox
prox_l1_grp_l1Group L1 + L1 Prox
prox_l1_nucL1 Prox for multilevel model, separate for global/local...
prox_l2L2 Prox
prox_nucNuclear norm prox
prox_nuc_l1Nuclear norm + L1 Prox
rbf_kernelRadial Basis Function kernel
ridge_proxProx for lam/2 ||x||_2^2
softmaxCompute numerically stable softmax with natural param eta...
softmax_weightsnormalized logit weights, numerically stable
softmax_weights2normalized logit weights, numerically stable
ebenmichael/balancer documentation built on July 29, 2018, 4:31 a.m.