Methodology · Construction note 04 · widget 1.2

Evidence weighted by regime, and a contaminated denominator

Monetisation is not announced, and no single series answers the question, since the informativeness of every candidate series depends on the state of the system being measured. The evidence tree exists because of that dependence, and the widget’s own headline scale is the first thing it demotes.

Panel v1.9 Data anchor 21 Aug 2026 Widget 1.2 · M2 and the monetisation signature
The rule this widget carries
Rule: let the weight of each class of evidence follow the regime, fix the regime by published quantities rather than by impression, and demote any indicator whose denominator moves with the variable under test.
§1

The informativeness of the money supply depends on the state of the system it is measuring.

In a system with anchored expectations, growth of the money supply is itself the signal, since nothing else is generating it. In a system already monetising openly, the direct institutional markers stop discriminating — all of them are met — and the aggregates return as a measure of speed. Between those two states lies a transitional regime in which the aggregates are contaminated and the direct markers are not yet sufficient for an unambiguous reading.

That transitional state is the least studied of the three, and waiting for it to resolve itself buys time for the side that created it.

§2

The regime is fixed by quantities already published, so no judgement enters where the weighting is decided.

Reg.NameTrigger conditionWhat sets the zone
IAnchoredObserved inflation below 14% and the key rate net of inflation ≥ 0The quantitative scale
IITransitional — currentObserved inflation ≥ 14% or the key rate net of inflation below 0Observed action and revealed preference — classes A and B
IIIOpen monetisationDirect purchase of government debt by the central bankThe rate of money growth: aggregates return as a measure of speed

The 14% boundary is the level at which, in Russian experience, expectations ceased to be anchored — observed in spring 2022. Calibrated on an episode, not chosen for roundness, which is the same procedure as in note 01.

Current state: observed inflation 15.1%, key rate net of inflation −0.7 to −1.1 pp. Regime II on both conditions independently.

§3

Four classes of evidence, sorted by what makes them credible.

ClassWhat it isWhy the weight changes
A · Direct institutionalActions the state takes: refinancing against state collateral, compulsory absorption of debtObserved action. Strongest in any regime: the action has been taken and can be undone only by another action
B · Price and behaviouralThe payer’s revealed preference: the real rate for the depositor, disintermediation of depositsThe payer bears a cost and therefore cannot lie. In regime II it carries the same weight as A
C · Quantitative aggregatesMoney growth, the spread to nominal outputDemoted to confirmatory. An aggregate that improves when things get worse cannot set a zone — §4
D · ControlSterilising operations, the share of government debt in the repo collateral poolDiscriminators, not markers: they answer what the observed thing is, not whether it is observed. No zone weight in any regime

The reading rule for regime II is published before the reading: orange at two or more markers across classes A and B, at least one of them from A; red requires both class A markers met in full; at one of two in class B the zone would be yellow. Current state — A: 1 of 2 with one more prepared and not fired, B: 2 of 2 — gives orange.

Class D is the one most often collapsed into the rest. Sterilising operations and the composition of the collateral pool do not tell you whether monetisation is happening, they tell you what the thing you are already observing is = essential to interpretation, useless as a trigger. They stay in the tree with the zone weight set to nothing.

§4

The widget’s own scale would light up the thesis through the denominator.

The output deflator contains an export price component weighing roughly a quarter. In 2026 rouble export prices were falling, so the deflator comes out below consumer inflation entirely legitimately.

Thus if oil falls, the deflator falls, nominal output falls, the spread widens and the widget reddens — with the money supply unchanged. If oil jumps, the reverse. The denominator moves with the same exogenous variable the panel treats elsewhere as market conditions.

The scenario the panel expects would confirm the panel through arithmetic rather than through monetisation = the spread is demoted to a confirmatory marker.

This is the disclosure that costs something. The headline scale is the one quantity a casual reader takes away, and it has been stripped of authority by its own author.

The same discipline applies to the alternative denominator. The nominal output figure embedded in the budget law is published on the panel as a reference point and is not used, since it is the plan of the party whose monetisation the widget measures. A reconstructed denominator with a stated range is used instead, shown as a band rather than a line.

§5

Two rules keep the tree from moving early, one keeps it from moving late.

§6

The weights are published because the transitional regime has no established methodology.

A reader who disagrees with the distribution can set their own weights and rerun the reading. Claiming a settled methodology here would be false precision.

Refutation of the reading, as distinct from the weighting: a reduction in banks’ liabilities to the central bank together with a falling floater share in new placements; the real rate for the depositor moving into sustained positive territory; an end to the outflow into cash alongside a rising term-deposit share.

The construction is for any question where several imperfect indicators exist and none is decisive.

the procedure, and the three ways it goes wrong

Capital flight, sanctions evasion, credit stress and hidden defaults all have this shape.

  1. Define the regimes first, and define them on observables. Two or three states are enough. Each trigger must be a published quantity with a threshold you can defend from an episode, not a description a reader has to agree with.
  2. Sort the evidence by what makes it credible, not by subject matter: an action the state took, a cost the payer bore, an aggregate, a control quantity. Classes sorted by topic will not have differing weights; classes sorted by credibility will.
  3. Write the reading rule before you read. “Orange at two of these, one of which is from class A” is checkable by a stranger. “On balance the evidence suggests” is not.
  4. Separate markers from discriminators. Anything that tells you what the observed thing is, rather than whether it is present, goes in a class weighted at zero — and stays visible, since it is what an interlocutor reaches for first.
  5. Audit every denominator for co-movement with the variable under test. If they share a driver, the ratio moves for reasons unrelated to your question. State which way the contamination runs, and if it runs in your favour, demote the indicator rather than explaining the problem away.
  6. Give partial passage a defined meaning — prepared but not used, announced but not executed, present in unacknowledged form — and refuse it any weight in the zone.
  7. Require repetition where the trigger is noisy. One rationed auction is weather, three consecutive ones are a regime. Fix the number in advance and let the tree read one short until it is met.

Three failure modes.

An evidence scheme that cannot say which regime it is in will keep reading the last regime it understood.

© Dmytro Voronenko, PhD, 2026 · ORCID 0009-0003-5118-302X · CC BY 4.0 · Panel v1.9 DOI: 10.5281/zenodo.22068421
Panel: https://incidence.world · Updates: https://notes.incidence.world
Construction note 04 · applies to panel v1.9, data anchor 21 Aug 2026 · figures are as of that anchor and are not restated when the panel updates.