Technical baseline specification for the four-node Market Sentiment & Behavioural Analysis series. All parameters certified Q4 2025. Each node documented independently with ratified metrics, certified telemetry, and governance declarations.
| Parameter | Variable | Value | Status |
|---|---|---|---|
| Primary metric | Investor Concentration Ratio ($ICR_t$) | $ICR_t = V^{inv}_t \div (V^{inv}_t + V^{oo}_t)$ | Certified |
| Observation period | Q1 2011 – Q4 2025 | N = 60 | Certified |
| Historical mean (μ) | $ICR_t$ | 35.4974% | Certified |
| Standard deviation (σ, ddof=0) | Population | 5.0482 | Certified |
| Terminal $ICR_t$ value | Q4 2025 | 39.6907% | Certified |
| Terminal Z-Score | $Z_{ICR}$ | +0.8307σ | Certified |
| Series peak $Z_{ICR}$ | Q2 2015 | +1.8347σ | Certified |
| Series trough $Z_{ICR}$ | Q4 2020 | −2.3174σ | Certified |
| High-DTI asymmetry (Q4 2025) | Investor $DTI \ge 6x$ share vs owner-occupier | 11.3% vs 4.0% — 2.83× differential | APRA Verified |
| Primary sources | ABS LEND_HOUSING · RBA D2 · APRA ADI | EFS framework | Active |
| Double-count protocol | RBA DLCANS net-switching series | Applied algorithmically — prevents administrative loan reclassifications from being ingested as organic capital deployment | |
The $ICR_t$ functions as a leading indicator for sovereign macroprudential intervention by quantifying the proportional divergence between speculative and utility-driven capital within total mortgage origination. The series peak of +1.8347σ in Q2 2015 preceded APRA's 10 per cent annual investor credit growth benchmark by a single quarter. The Q4 2017 return to negative territory (−0.2178σ) followed APRA's 30 per cent interest-only lending cap, confirming the node's diagnostic utility across two complete regulatory cycles.
The terminal reading of +0.8307σ at Q4 2025 reflects an investor cohort that re-accelerated origination throughout 2024 and 2025. Investor lending expanded 31.8 per cent year-on-year in Q4 2025 against owner-occupier growth of 18.6 per cent, confirming the structural asymmetry that catalysed APRA's February 2026 $DTI \ge 6x$ constraint. The 2.83× differential in high-DTI origination between cohorts empirically validates that investor participation is governed by sequential equity extraction rather than baseline income serviceability.
| Parameter | Variable | Value | Status |
|---|---|---|---|
| Primary metric | Behavioural Momentum Metric ($BMM_t$) | Two-vector product form | Certified |
| $\Delta P_t$ mean (μ) | Price velocity series | 1.4025% QoQ | Certified |
| $\Delta P_t$ std dev (σ, ddof=0) | N = 57 (first-order diff) | 1.9139 | Certified |
| $\Delta TV_t$ mean (μ) | Transaction velocity series | 1.7083% QoQ | Certified |
| $\Delta TV_t$ std dev (σ, ddof=0) | N = 59 | 8.0902 | Certified |
| Effective synthesis N | Product series (constrained by $\Delta P_t$) | 57 quarters | Certified |
| Terminal Z-Score | $Z_{BMM}$ | +0.847σ | Certified |
| Terminal $\Delta P_t$ | Q4 2025 | +2.7438% QoQ | Certified |
| Terminal $\Delta TV_t$ | Q4 2025 | +10.6329% QoQ | Certified |
| Series peak | Q3 2019 | +5.441σ | Certified — EFS transition artefact |
| Supply-withdrawal event | Q3 2022 | +1.227σ (dual-negative vectors) | Certified |
| Primary sources | ABS RES_DWELL_ST · ABS LEND_HOUSING | Tier-1 Sovereign | Active |
The $BMM_t$ captures the compounding interaction between price velocity and transaction velocity. A positive product of two positive vectors confirms expansionary momentum; a positive product of two negative vectors — as observed in Q3 2022 — identifies a supply-withdrawal dynamic rather than a market correction. During Q3 2022, mean dwelling prices fell $36,800 (−3.33% QoQ) while transaction velocity contracted 11.35% QoQ. The $BMM_t$ nevertheless registered +1.227σ, correctly diagnosing that incumbent asset holders withdrew inventory rather than accepting price discounts under rising serviceability constraints.
The terminal reading of +0.847σ reflects simultaneous price and transaction acceleration into Q4 2025, with $\Delta P_t$ at +2.74% QoQ and $\Delta TV_t$ at +10.63% QoQ — both vectors positive and above their respective 15-year means. This configuration is structurally consistent with the pre-constraint environment in which the investor cohort accelerated origination ahead of the February 2026 APRA $DTI \ge 6x$ activation.
| Parameter | Variable | Value | Status |
|---|---|---|---|
| Primary metric | Asset Volatility Risk Score ($AVRS_t$) | Rolling 8-quarter window | Certified |
| Rolling window (n) | Ratified governance decision | 8 quarters | Governance Ratified |
| Effective N | Q3 2013 – Q4 2025 | 50 quarters | Certified |
| Nominal baseline reference | Q1 2011 – Q4 2025 | 60 quarters (contextual) | Certified |
| $\mu_{AVRS}$ raw series | Set A parameters | $5.591 \times 10^{-6}$ | Certified |
| $\sigma_{AVRS}$ (ddof=0) | Set A parameters | $6.158 \times 10^{-6}$ | Certified |
| Terminal Z-Score | $Z_{AVRS}$ Q4 2025 | +0.1073σ | Certified |
| Terminal $LIQ_t$ (unadjusted) | Q4 2025 | 158,121 commitments | ABS Verified |
| Terminal $\sigma_{P,8}$ | Q4 2025 | 34.83 ($000) | Certified |
| Series peak | Q4 2021 | +4.2119σ | Certified |
| Series trough | Q1 2023 | −0.9022σ | Certified |
| First +1.0σ breach | Q1 2021 | Phase III onset | Certified |
| Primary sources | ABS 6416.0 · ABS LEND_HOUSING (unadjusted) | Tier-1 Sovereign | Active |
| DAM retirement | APN-GOV-21630-DAM-001 | Pending Structural Enhancement — identical basis to APN-GOV-21620-DAM-001 | |
The $AVRS_t$ integrates rolling price standard deviation, absolute price velocity, and inverse transactional liquidity into a single standardised risk signal. The ratified 8-quarter rolling window produces an effective baseline of N=50 (Q3 2013 – Q4 2025). The nominal 15-year baseline (Q1 2011 – Q4 2025) remains the fixed reference frame for all contextual macroeconomic interpretation.
The Phase III Structural Volatility Event (Q4 2020 – Q3 2022) is the defining feature of the series. The $AVRS_t$ reached +4.2119σ at Q4 2021 — the only breach of +4.0σ recorded — driven by the simultaneous expansion of $\sigma_{P,8}$ to 78.74 and a $dP_t$ of +51.1. The terminal reading of +0.1073σ constitutes the earliest empirical signal of a renewed volatility build. The $\sigma_{P,8}$ component remains elevated at 34.83 relative to its Phase I range, confirming residual structural momentum in the rolling volatility window despite the post-event normalisation trajectory.
| Series | Source / Series ID | μ | σ (ddof=0) | Terminal Value | Terminal Z |
|---|---|---|---|---|---|
| $CSI_t$ | OECD CSCICP02AUM460S · quarterly mean | −3.3278 | 7.9730 | −3.0 (Q4 2025) | +0.0411σ |
| $BSI_t$ | OECD BSCICP02AUQ460S · native quarterly | +10.3556 | 7.3861 | +11.0 (Q4 2025) | +0.0873σ |
| $OO\_TV_t$ | ABS A130268859F · excl. refinancing | 83,858.6 | 11,311.1 | 94,773 (Q4 2025) | +0.9649σ |
| $SDS_t$ | Derived — rolling differential | — | — | Q4 2025 | −0.9007 |
| Parameter | Variable | Value | Status |
|---|---|---|---|
| Observation period (all series) | Q1 2011 – Q4 2025 | N = 60 | Certified |
| OECD normalisation layer | Amplitude-adjusted composite index | HP-filter · seasonal adj · detrend | Applied |
| $CSI_t$ series peak | Q2 2021 | +2.0479σ | Certified |
| $CSI_t$ series trough | Q1 2023 | −2.0911σ | Certified |
| Sustained suppression epoch | Q1 2023 – Q3 2024 | 7 consecutive quarters below −1.5σ | Verified |
| $BSI_t$ series trough | Q2 2020 | −3.2975σ | Certified |
| $SDS_t$ series peak | Q1 2011 | +2.7081 | Certified |
| $SDS_t$ series trough | Q2 2021 | −1.8525 | Certified |
| $OO\_TV_t$ series peak | Q2 2021 | +2.8975σ | Certified |
The three-series architecture of Node 21640 is designed to expose the structural divergence between declared market psychology and revealed transactional behaviour. Both the $CSI_t$ and $BSI_t$ are ingested via the OECD first-order normalisation layer, which applies Hodrick-Prescott filtering, seasonal adjustment, and amplitude rescaling before APN Z-Score standardisation is applied. This ensures declared sentiment inputs are cleansed of transient anomalies prior to comparison with observed transaction volumes.
The seven-quarter $CSI_t$ suppression epoch (Q1 2023 – Q3 2024, ranging from −2.0911σ to −1.5476σ) is the defining feature of the recent baseline. Despite this sustained pessimism, $Z_{OO\_TV}$ remained positive for much of the period, confirming the non-discretionary transaction floor thesis: owner-occupier activity was sustained by demographic necessity and sequential equity deployment rather than declared consumer optimism. The terminal $SDS_t$ of −0.9007 at Q4 2025 reflects that $Z_{OO\_TV}$ (+0.9649σ) continues to run materially ahead of the recovered sentiment composite, consistent with the structural pattern established throughout the suppression epoch.