monthly_to_quarterly_rule
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Axis
monthly_to_quarterly_ruleon sub-layerl2_a(layerl2).
Sub-layer
l2_a
Axis metadata
Default:
'quarterly_average'Sweepable: True
Status: operational
Operational status summary
Operational: 3 option(s)
Future: 0 option(s)
Options
quarterly_average – operational
Aggregate to quarterly via mean of the three monthly observations.
Standard NIPA aggregation for stocks / averages.
Configures the monthly_to_quarterly_rule axis on l2_a (layer l2); the quarterly_average value is materialised in the recipe’s fixed_axes block under that sub-layer.
When to use
Default. Stock variables (interest rates, prices, employment levels).
References
macroforecast design Part 2, L2: ‘preprocessing is the only layer with a strict A→B→C→D→E execution order; every cell follows the same pipeline.’
Related options: quarterly_endpoint, quarterly_sum
Last reviewed 2026-05-04 by macroforecast author.
quarterly_endpoint – operational
Aggregate via the end-of-quarter observation.
Use for series that snap to a quarter-end (e.g., balance-sheet data).
Configures the monthly_to_quarterly_rule axis on l2_a (layer l2); the quarterly_endpoint value is materialised in the recipe’s fixed_axes block under that sub-layer.
When to use
End-of-period stocks (M2 month-end, balance-sheet series).
References
macroforecast design Part 2, L2: ‘preprocessing is the only layer with a strict A→B→C→D→E execution order; every cell follows the same pipeline.’
Related options: quarterly_average, quarterly_sum
Last reviewed 2026-05-04 by macroforecast author.
quarterly_sum – operational
Aggregate via the sum of the three monthly observations.
Standard for flow variables (production, sales, payroll growth).
Configures the monthly_to_quarterly_rule axis on l2_a (layer l2); the quarterly_sum value is materialised in the recipe’s fixed_axes block under that sub-layer.
When to use
Flow variables; cumulative-quantity series.
References
macroforecast design Part 2, L2: ‘preprocessing is the only layer with a strict A→B→C→D→E execution order; every cell follows the same pipeline.’
Related options: quarterly_average, quarterly_endpoint
Last reviewed 2026-05-04 by macroforecast author.