Real Estate ยท Reit - Residential ยท Completed evidence
AIV relative to IRT
Apartment Investment and Management Co is the relatively depressed leg. Independence Realty Trust Inc is the relatively extended leg.
Specific pair strategy
What is the play in AIV / IRT?
This is a relative trade. The result depends on which security performs better, not on whether the whole market rises or falls.
Watchlist pair - not triggered
Possible future structure: long AIV / short IRT
The proposed pair would look for AIV to outperform IRT, but the current evidence does not yet justify treating the gap as a convergence trade.
This is the relatively depressed leg. The case needs it to recover or at least hold up better than the other leg.
This is the relatively extended leg. The case needs it to lag or weaken relative to the long leg.
A favourable relative move means AIV rises more than IRT, falls less than IRT, or rises while IRT falls. If IRT outperforms AIV, the pair moves against the case.
Wait for a completed daily turn toward normal and fresh evidence that AIV is improving relative to IRT. The size of the gap alone is not the trigger.
If the daily gap keeps widening, leave the pair alone rather than averaging into the separation.
Do not use the pair if the completed gap keeps widening, AIV continues to weaken relative to IRT, or the relationship moves into a break state.
The cleaner confirmation is a narrowing spread led by weakness in the extended leg rather than strength in both securities.
Evidence now
- IRT Market Dynamics is weakening.
What would invalidate it?
A fresh strengthening in the extended leg can prolong the separation and increase short-side risk.
Possible setup paths
How the relative-value idea could be expressed
These are research structures, not recommendations or position-size instructions. The current course above determines whether any structure is ready to study now.
Long AIV / short IRT
Treat both legs as one relative position. The setup looks for AIV to outperform IRT; AIV can rise faster, fall less, or rise while IRT falls. The pair loses ground when IRT outperforms AIV.
When it becomes relevantThis is a structure to study only after the current course changes from โWait for the daily turnโ to confirmed convergence. The clearest next checkpoint is a sustained turn from a stable or extending daily gap to a narrowing one.Principal riskRequires a live review of both legs, borrow availability and cost, event dates, liquidity and the research normalisation.Study AIV alone if its own evidence confirms
This simpler expression focuses on recovery in AIV. It avoids short-borrow mechanics, but it no longer isolates relative value: the result is exposed to the broad market, the sector and AIV-specific news.
When it becomes relevantA stronger case needs improving AIV price structure and supporting evidence, not just a wide relationship gap.Principal riskCarries full single-security and broad-market direction risk.Study IRT alone if its support continues to weaken
This expression focuses on weakness in IRT. It may fit a leader-rollover case, but it also abandons the relative hedge and adds direct market direction, squeeze and company-event risk.
When it becomes relevantWeakening in IRT must be visible in its own completed evidence; relative extension alone is not enough.Principal riskShort selling can involve unlimited loss, borrow fees, recalls and forced close-outs.Any practical expression needs an independent review of suitability, portfolio risk, liquidity, current news and earnings, borrow availability and cost, transaction costs and tax.
Relationship gap ยท technical name: standardised residual
How far apart are they compared with normal?
Zero is the pair's historical centre. The outer guides show increasingly unusual departures from it.
This is the relationship gap after allowing for the pair's usual co-movement. Zero is its historical centre; the distance is measured in standard deviations, so different pairs can be compared on the same scale.
The latest gap is 2.54 standard deviations from normal. AIV is the relatively depressed leg and IRT is the relatively extended leg. That is unusual separation, not proof that either security is cheap or expensive.
A move toward zero means convergence. A move farther from zero means the separation is extending and raises the risk that the old relationship is changing.
Common-base price paths
Which security created the gap?
Both paths begin at 100 so their relative movement is visible without mixing different share prices.
Both securities are reset to 100 at the first date. This removes the distraction of different share prices and shows how their completed weekly price paths diverged. It is not a valuation chart.
Since the common starting point, AIV is -3.9% and IRT is +14.8%. The chart shows which price path contributed to the separation; the fitted relationship measure is more precise than the raw visual distance.
For convergence, watch for AIV to catch up, IRT to lose ground, or both. The relationship can close even if both securities rise or both fall.
AIVIRT
Completed daily timing
Is the gap closing yet?
The daily relationship adds timing context inside the slower weekly case. It does not replace the weekly validity checks.
This applies the same relationship to completed daily bars. It is the timing layer inside the weekly case, not a separate trading signal.
Gap stable: The completed daily gap is broadly unchanged. There is no clear short-term turn yet.
A sustained move toward zero would add confirmation; continued flat action keeps the case on watch.
AIV ยท Apartment Investment and Management Co
10/100 evidence score- Market Dynamics
- -1.252 ยท change -1.218
- Trend
- Negative
- Stage
- Stage 4 ยท Declining
- Smart Money
- Neutral
- News sentiment
- Neutral
- Options
- Mixed
IRT ยท Independence Realty Trust Inc
61/100 evidence score- Market Dynamics
- 0.915 ยท change -0.098
- Trend
- Positive
- Stage
- Stage 1 ยท Basing
- Smart Money
- Neutral
- Short interest
- Crowded
- Options
- Mixed
Relationship diagnostics
Why this pair is on the map
How closely completed weekly returns moved together across the measurement window.
How consistent the fitted relationship remained across earlier and later parts of the sample.
An observed mean-reversion clock, not a deadline or a forecast.
How often the residual crossed its historical centre; repeated crossings matter more than a single fit.
The latest residual's location inside its own completed history.
Stored price, volume and size context only. It does not include a live short locate or cost.
1 of 1 non-overlapping historical separations resolved after the relationship was fitted on earlier data.
Median time to return near the earlier fitted centre among the held-out cases that resolved.
The largest further move recorded after a measured held-out separation, before resolution or the observation window ended.
State history
What changed and when
Daily timing changed
Completed daily timing changed to gap stable through 2026-08-20.
Daily timing changed
Completed daily timing changed to gap narrowing through 2026-08-18.
Daily timing changed
Completed daily timing changed to gap stable through 2026-08-17.
Relationship discovered
Published as Leader rollover after the completed 2026-08-14 observation.
Same-industry map