Partial Homogeneity in Staggered Difference-in-Differences

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Documentation for package ‘phdid’ version 0.1.0

• DESCRIPTION file.
• User guides, package vignettes and other documentation.
• Package NEWS.

Help Pages

adjusted_rand	Adjusted Rand index between two partitions
aggregate.bayes_ph	Aggregate cohort-time effects into a reported estimand
aggregate.ph_fit	Aggregate cohort-time effects into a reported estimand
alpha_for_groups	Concentration parameter giving a target prior number of groups
alpha_sensitivity	Regularisation paths: how the estimates move with the tuning parameter
bayes_ph	The Dirichlet Process partial-homogeneity estimator
coclustering	Posterior co-clustering probabilities
covariance_check	Compare exact and diagonal treatment of the covariance
enumerate_partitions	Exact partition posterior by enumeration
expected_groups	Concentration parameter giving a target prior number of groups
flex_twfe	The fully flexible and fully pooled benchmarks
homogeneity_test	Is there heterogeneity to recover?
l0_ph	The l0-penalised partial-homogeneity estimator
lambda_sensitivity	Regularisation paths: how the estimates move with the tuning parameter
ph_data	Assemble the inputs for a partial-homogeneity analysis
ph_data.data.frame	Assemble the inputs for a partial-homogeneity analysis
ph_data.default	Assemble the inputs for a partial-homogeneity analysis
ph_data.MP	Assemble the inputs for a partial-homogeneity analysis
ph_design	A calibrated partial-homogeneity design
ph_fit	Fit the grouped model under a given partition
ph_rhat	Convergence diagnostics for the Gibbs sampler
ph_sample	Draw one replication from a partial-homogeneity design
ph_truth	A partial-homogeneity parameter vector
plot.bayes_ph	Plot the posterior co-clustering matrix
plot.ph_fit	Plot cohort-time effects grouped by the selected partition
plot_coclustering	Plot the posterior co-clustering matrix
plot_l0_path	Plot the l0 solution path
plot_placebo_band	Plot event effects against a placebo noise band
plot_sensitivity	Plot a regularisation path
plot_sim_study	Plot Monte Carlo results across the true number of effects
point_partition	A single representative partition from the posterior
pooled_twfe	The fully flexible and fully pooled benchmarks
sim_study	Monte Carlo study of the partial-homogeneity estimators