End-to-End Pipeline for Shift-Share (Bartik) Instrumental Variables


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Documentation for package ‘ssBartik’ version 0.1.1

Help Pages

format.ssb_drop_top Render a drop-top-shocks comparison as LaTeX or Markdown
format.ssb_estimate Render the estimate / standard-error table as LaTeX or Markdown
format.ssb_loo Render a leave-one-out table as LaTeX or Markdown
format.ssb_overid Render an overidentification test as LaTeX or Markdown
format.ssb_rotemberg Render the Rotemberg-weight table as paste-ready LaTeX or Markdown
format.ssb_shocks Render a shock-exposure summary as LaTeX or Markdown
format.ssb_shock_balance Render a shock-balance test as LaTeX or Markdown
format.ssb_weight_summary Render a Rotemberg-weight summary as LaTeX or Markdown
plot.ssb_drop_top Render a result table as an image (PNG or PDF)
plot.ssb_estimate Render a result table as an image (PNG or PDF)
plot.ssb_loo Render a result table as an image (PNG or PDF)
plot.ssb_overid Render a result table as an image (PNG or PDF)
plot.ssb_rotemberg Render the Rotemberg-weight table as a compact booktabs figure
plot.ssb_weight_summary Render a result table as an image (PNG or PDF)
ssbartik One-call shift-share analysis
ssb_aggregate Aggregate a shift-share design to the shock (shifter) level
ssb_design Define a shift-share (Bartik) IV design
ssb_drop_top Re-estimate after dropping the top-weight shocks
ssb_equivalence Check the location-level / shock-level equivalence
ssb_estimate Estimate a shift-share IV regression with several confidence intervals
ssb_first_stage First-stage strength: standard and exposure-robust (effective) F
ssb_loo Leave-one-sector-out sensitivity
ssb_overid Overidentification / cross-instrument homogeneity test
ssb_pipeline Run the full shift-share analysis pipeline
ssb_placebo Placebo-outcome test
ssb_plot_ci Plot the confidence-interval comparison
ssb_plot_loo Leave-one-out sensitivity plot
ssb_plot_overid Overidentification dispersion plot
ssb_plot_ri Randomization-inference plot
ssb_plot_rotemberg Plot Rotemberg weights (canonical GPSS figure)
ssb_plot_shocks Exposure-concentration (Lorenz) plot
ssb_pretrend Pre-trend test
ssb_recenter Recenter the shocks (Borusyak & Hull)
ssb_ri Randomization-inference (placebo-shock) test
ssb_rotemberg Rotemberg weights for a Bartik instrument
ssb_share_balance Share balance (exogenous-shares route)
ssb_shock_balance Shock-level balance test
ssb_shock_iv Shock-level IV estimate
ssb_shock_summary Shock summary: effective number of shocks and exposure concentration
ssb_table_image Render a result table as an image (PNG or PDF)
ssb_weight_summary Rotemberg-weight summary and correlations (GPSS diagnostic table)