All research
Status
Prepared for submission
Venue
Working paper
Prepared for double-blind submission
Year
2026
Access
Page one public · full text on request
Soto, A. B. (2026). Joint Invariance in Multiperiod Arithmetic Attribution: Aggregation consistency, temporal associativity, and the Cariño–Frongello family. Working paper. https://adambsoto.com/research/joint-invariance-multiperiod-attribution
04 / 07Prepared for submission

Joint Invariance in Multiperiod Arithmetic Attribution

Aggregation consistency, temporal associativity, and the Cariño–Frongello family

Executive overview

A multiperiod report can be coherent in two directions. Merging sectors before or after linking should agree, and collapsing a block of periods and continuing should agree with linking the whole horizon. Exact reconciliation guarantees neither.

This paper proves that, inside the common-coefficient form, temporal associativity is exactly a block-factorization law for the coefficients. It then builds a continuous one-parameter family of linkers that satisfy every structural requirement, with reverse Frongello, Cariño and forward Frongello as three points on the same line.

a = −1, 0, 1Reverse Frongello, Cariño, forward Frongello
1 familyOf total, exact, factorizing linkers
CariñoUniquely selected by reversal symmetry

Findings, in order

  1. Cross-sectional coherence. A self-contained proof that aggregation consistency on a rich signed domain implies common period coefficients.
  2. Associativity is factorization. Temporal associativity holds exactly when each full-history coefficient equals the block coefficient times the within-block coefficient.
  3. A continuous family. An infinite one-parameter family of total, exactly reconciling, arbitrarily factorizing linkers on the positive gross-return group.
  4. History sits on one line. Reverse Frongello, Cariño and forward Frongello appear at parameters −1, 0 and 1, so reconciliation and factorization alone do not pick a historical formula.
  5. Symmetry selects Cariño. Within the family, both reversal symmetry and full order invariance single out Cariño.
  6. Order symmetry is not associativity. Published order-symmetric constructions by Reztsov are non-examples of block factorization.

Novelty

Places Cariño and both directional Frongello rules on a single parameter line and identifies the principle that selects among them.

ScopeWhether the family exhausts all continuous factorizing systems is stated as an open problem. The proved results do not depend on it.
Direct inquiries

Want the full paper? Just ask.

Previews show page one only. For a full manuscript, a reference implementation conversation, speaking or collaboration, reach out directly.

Email AdamBSoto@gmail.com
Open in mail →
LinkedIn linkedin.com/in/adamsoto
View profile ↗
Preview
Request full paper
End of preview. Only page one is shown here. The full manuscript is available on request.