Leontief and Paper-Style Comparison Tools — extract_leontief

These helpers expose the Leontief matrices already computed by compute_sube(), build comparison datasets that align Leontief and SUBE estimates, and generate plots modeled on the archived paper workflow.

Usage

extract_leontief_matrices(
  results,
  matrix = c("A", "L"),
  format = c("list", "long", "wide")
)

prepare_sube_comparison(
  leontief,
  models,
  measure = c("multiplier", "elasticity"),
  aggregate_years = TRUE,
  variables = c("GO", "VA", "EMP", "CO2"),
  apply_paper_filters = TRUE
)

plot_paper_comparison(
  data,
  kind = c("by_country", "by_product", "density"),
  measure = c("multiplier", "elasticity"),
  variables = c("GO", "VA", "EMP"),
  type = NULL,
  label_outliers = TRUE
)

plot_paper_regression(
  data,
  method = c("between", "pooled", "ols"),
  measure = c("multiplier", "elasticity"),
  variables = c("GO", "VA", "EMP"),
  include_ci = TRUE
)

plot_paper_interval_ranges(
  models,
  by = c("country", "product"),
  variables = c("GO", "VA", "EMP")
)

Arguments

results: A sube_results object returned by compute_sube().
matrix: Which matrix to extract. One of "A" or "L".
format: Output format. One of "list", "long", or "wide".
leontief: A sube_results object.
models: A sube_models object returned by estimate_elasticities().
measure: Which quantity to compare. One of "multiplier" or "elasticity".
aggregate_years: Whether yearly Leontief and OLS results should be averaged over time as in the paper comparison tables.
variables: Variables to include.
apply_paper_filters: Whether to apply the 2024 paper exclusion rules.
data: A tidy comparison table returned by prepare_sube_comparison().
kind: Plot type: "by_country", "by_product", or "density".
type: Comparison types to plot. Defaults to all available types.
label_outliers: Whether to annotate Tukey outliers.
method: Model type to compare against Leontief in regression plots.
include_ci: Whether to include the prediction interval ribbon.
by: Orientation for interval range plots.

Value

extract_leontief_matrices() returns a list or data.table. prepare_sube_comparison() returns a tidy data.table. plot_paper_comparison(), plot_paper_regression(), and plot_paper_interval_ranges() return named lists of ggplot objects.