Man pages for ebenmichael/ents
Maximum Entropy Synthetic Controls

choosealphaPick the hyperparameter which gives the best pre-period fit
clean_basqueClean up the basque data that comes from the Synth package
concat_synth_outFit synthetic controls for multiple outcomes with random...
create_indexCreate an index of the outcomes with a weighted average
entsents: A package for maximum entropy synthetic controls with...
fit_drFit a regularized outcome model and synthetic controls
fit_dr_formattedFit a regularized outcome model and synthetic controls for a...
fit_entropyFit entropy regularized synthetic controls on outcomes...
fit_entropy_formattedFit entropy regularized synthetic controls by solving the...
fit_ipwFit IPW weights with a logit propensity score model
fit_ipw_formattedFit IPW weights with a logit propensity score model
fit_l1_entropyFit entropy regularized synthetic controls with l1 error...
fit_l1_entropy_formattedFit entropy regularized synthetic controls with l1 error...
fit_l2_entropyFit l2 entropy regularized synthetic controls on outcomes...
fit_l2_entropy_formattedFit l2 entropy regularized synthetic controls by solving the...
fit_synthFit synthetic controls on outcomes, wrapper around...
fit_synth_formattedFit synthetic controls on outcomes after formatting data
format_dataFormat "long" panel data into "wide" matrices to fit...
format_synthGet the outcomes data into the correct form for Synth::synth
format_synth_multiGet multiple outcomes data as matrices
get_drFit a regularized outcome model and synthetic controls
get_entropyFit entropy regularized synthetic controls on outcomes
get_indexFit synthetic controls for multiple outcomes together with an...
get_index_entFit entropy regularized synthetic controls for multiple...
get_index_synFit synthetic controls for multiple outcomes together with an...
get_ipwFit IPW weights with a logit propensity score model
get_jointFit synthetic controls for multiple outcomes with the same...
get_joint_entFit entropy regularized synthetic controls for multiple...
get_joint_synFit synthetic controls for multiple outcomes with the same...
get_l1_entropyFit entropy regularized synthetic controls on outcomes
get_l2_entropyFit l2_entropy regularized synthetic controls on outcomes
get_separateFit synthetic controls for multiple outcomes separately
get_separate_entFit synthetic controls for multiple outcomes separately
get_separate_synFit synthetic controls for multiple outcomes separately
get_synthFit synthetic controls on outcomes
get_uniformFit synthetic controls for multiple outcomes with uniform...
impute_controlsImpute the controls after fitting synth
impute_drImpute the controls after fitting a dr estimator
logsumexpCompute numerically stable logsumexp
logsumexp_gradCompute numerically stable logsumexp gradient with natural...
plot_attPlot the estimate of the att
plot_outcomesPlot the outcomes from a study/simulation
prox_groupprox operator for group LASSO (generalization of prox_l2)
prox_l2prox operator of lam * ||x||_2
sim_factor_modelGenerate data from a factor model as in ADH 2010 (5) and...
ebenmichael/ents documentation built on Jan. 8, 2018, 11:45 p.m.