OPEN-SOURCE SCRIPT
Adaptive Market Structure & Fair Value
### Adaptive Market Structure & Fair Value
Adaptive Market Structure & Fair Value combines three complementary market measurements:
**Adaptive market structure**, using efficiency-adjusted pivot confirmation;
**Adaptive KAMA trend state**, using price efficiency and normalized KAMA progression;
**Session VWAP fair value**, using the direction and efficiency of VWAP migration.
The indicator is designed to distinguish structural price movement from short-term market noise rather than produce instantaneous turning-point signals.
### Adaptive Pivot Structure
Potential pivot highs and lows are identified when price exceeds the selected number of bars to the left of the candidate.
Unlike a fixed pivot algorithm, the number of right-side bars required for confirmation changes with price Efficiency Ratio (ER).
Efficient directional movement permits faster confirmation, while inefficient or noisy movement requires additional right-side evidence.
A pending candidate can therefore either:
* become a confirmed structural pivot after its required confirmation bars have elapsed, or
* disappear if price makes a more extreme high or low before confirmation.
**Pivot Caveat:** Confirmed pivots necessarily appear after the actual pivot bar. This is intentional confirmation delay, not repainting of a previously confirmed pivot. Pending candidates should not be treated as confirmed structure.
The Pivot Range Depth setting selects which surviving unbroken high/low pair defines the displayed structural zones. Increasing depth references progressively older and generally broader market structure.
### Adaptive KAMA
KAMA provides the indicator's short-term directional component.
Its responsiveness changes according to price Efficiency Ratio. Efficient movement causes KAMA to respond more quickly, while inefficient or sideways movement causes greater smoothing.
KAMA direction is not determined from price position alone. The script measures the linear-regression progression of KAMA and normalizes that movement against current market noise. Efficiency Ratio is then used to qualify how much confidence should be assigned to that progression.
The resulting states are:
* Bull High Efficiency
* Bull Directional
* Bull Transition
* Range
* Bear Transition
* Bear Directional
* Bear High Efficiency
The table displays the current state, its duration in bars, KAMA ER and normalized KAMA slope, together with the completed previous state.
### KAMA Confirmation Delay
KAMA is intentionally a confirmation tool rather than a prediction of the next price bar.
Several components contribute to its response time:
1. Efficiency Ratio is calculated across a historical lookback.
2. ER is smoothed before controlling KAMA responsiveness.
3. KAMA itself is an adaptive recursive average.
4. KAMA progression is measured using a short linear-regression slope.
5. When the optional KAMA Color Filter is enabled, major directional transitions also require price acceptance.
With the filter enabled, transitions from RANGE into a directional state and bullish-to-bearish or bearish-to-bullish reversals require price to exceed the accepted closing-price range established by the existing KAMA state.
This intentionally prevents a single minor change in slope from immediately reversing the displayed trend state.
Changes in efficiency within the same direction are not subjected to this additional acceptance delay, and deterioration back to RANGE is allowed immediately.
Consequently, the KAMA state should be interpreted as **confirmed trend condition**, not as an exact turning-point signal.
### Session VWAP Fair Value
VWAP resets at the selected session anchor and represents volume-weighted session fair value.
The indicator currently supports London and New York session anchoring.
In addition to plotting session VWAP, the script measures:
* VWAP Efficiency Ratio;
* normalized VWAP displacement;
* statistical strength of that displacement.
This allows VWAP to distinguish between simple movement in fair value and sustained directional migration.
### VWAP Warm-Up and Delay
The underlying VWAP calculation begins with the selected session and updates as new price and volume are received.
The **VWAP trend classification**, however, intentionally requires historical observations.
Early in the session, before enough bars are available for the full ER and statistical-strength calculations, the indicator uses the direction of VWAP displacement as an early directional estimate.
After sufficient observations accumulate, the classification becomes more selective and requires both:
* sufficient VWAP directional displacement; and
* VWAP Efficiency Ratio above its qualification threshold.
Therefore, the VWAP line itself should not be confused with the slower VWAP trend classification.
Higher VWAP ER lengths and smoothing values produce more stable classifications but require more bars before the full calculation becomes available.
### Important Interpretation
The Pivot, KAMA, and VWAP modules should not be expected to change simultaneously.
They measure different aspects of market behavior:
**Pivots** confirm structure after future bars establish that a swing survived.
**KAMA** confirms the quality and direction of recent price progression.
**VWAP** measures the migration of session fair value and requires session history before its stronger statistical classification is available.
A pivot may therefore form before KAMA confirms a directional change, or KAMA may become directional before VWAP has accumulated enough session data to confirm persistent fair-value migration.
This disagreement is not necessarily an error. It can represent a developing transition in market structure.
### Practical Use
The indicator is best used as a layered decision framework:
**Structure:** Where are the surviving pivot zones?
**Trend:** Is KAMA ranging, transitioning, directional, or highly efficient?
**Fair Value:** Is session VWAP migrating with the move or remaining relatively neutral?
Agreement between the three components provides stronger contextual confirmation than any individual component alone.
### Limitations
This indicator is descriptive and confirmatory. It does not predict future price movement.
Adaptive calculations necessarily introduce varying amounts of delay. Increasing ER lookbacks, smoothing lengths, pivot confirmation requirements, KAMA slow length, or structural depth will generally produce more stable information at the cost of slower response.
Pending pivots can disappear before confirmation. Confirmed pivots are historical structural references and should not be interpreted as signals that would have been known on the original pivot bar.
KAMA states may remain in the prior direction while a reversal is developing, particularly when the KAMA Color Filter is enabled.
VWAP trend classifications require sufficient bars after the selected session begins and should be considered immature during the early-session warm-up period.
The indicator should therefore be used as market context and confirmation rather than as a standalone entry or exit system.
Adaptive Market Structure & Fair Value combines three complementary market measurements:
**Adaptive market structure**, using efficiency-adjusted pivot confirmation;
**Adaptive KAMA trend state**, using price efficiency and normalized KAMA progression;
**Session VWAP fair value**, using the direction and efficiency of VWAP migration.
The indicator is designed to distinguish structural price movement from short-term market noise rather than produce instantaneous turning-point signals.
### Adaptive Pivot Structure
Potential pivot highs and lows are identified when price exceeds the selected number of bars to the left of the candidate.
Unlike a fixed pivot algorithm, the number of right-side bars required for confirmation changes with price Efficiency Ratio (ER).
Efficient directional movement permits faster confirmation, while inefficient or noisy movement requires additional right-side evidence.
A pending candidate can therefore either:
* become a confirmed structural pivot after its required confirmation bars have elapsed, or
* disappear if price makes a more extreme high or low before confirmation.
**Pivot Caveat:** Confirmed pivots necessarily appear after the actual pivot bar. This is intentional confirmation delay, not repainting of a previously confirmed pivot. Pending candidates should not be treated as confirmed structure.
The Pivot Range Depth setting selects which surviving unbroken high/low pair defines the displayed structural zones. Increasing depth references progressively older and generally broader market structure.
### Adaptive KAMA
KAMA provides the indicator's short-term directional component.
Its responsiveness changes according to price Efficiency Ratio. Efficient movement causes KAMA to respond more quickly, while inefficient or sideways movement causes greater smoothing.
KAMA direction is not determined from price position alone. The script measures the linear-regression progression of KAMA and normalizes that movement against current market noise. Efficiency Ratio is then used to qualify how much confidence should be assigned to that progression.
The resulting states are:
* Bull High Efficiency
* Bull Directional
* Bull Transition
* Range
* Bear Transition
* Bear Directional
* Bear High Efficiency
The table displays the current state, its duration in bars, KAMA ER and normalized KAMA slope, together with the completed previous state.
### KAMA Confirmation Delay
KAMA is intentionally a confirmation tool rather than a prediction of the next price bar.
Several components contribute to its response time:
1. Efficiency Ratio is calculated across a historical lookback.
2. ER is smoothed before controlling KAMA responsiveness.
3. KAMA itself is an adaptive recursive average.
4. KAMA progression is measured using a short linear-regression slope.
5. When the optional KAMA Color Filter is enabled, major directional transitions also require price acceptance.
With the filter enabled, transitions from RANGE into a directional state and bullish-to-bearish or bearish-to-bullish reversals require price to exceed the accepted closing-price range established by the existing KAMA state.
This intentionally prevents a single minor change in slope from immediately reversing the displayed trend state.
Changes in efficiency within the same direction are not subjected to this additional acceptance delay, and deterioration back to RANGE is allowed immediately.
Consequently, the KAMA state should be interpreted as **confirmed trend condition**, not as an exact turning-point signal.
### Session VWAP Fair Value
VWAP resets at the selected session anchor and represents volume-weighted session fair value.
The indicator currently supports London and New York session anchoring.
In addition to plotting session VWAP, the script measures:
* VWAP Efficiency Ratio;
* normalized VWAP displacement;
* statistical strength of that displacement.
This allows VWAP to distinguish between simple movement in fair value and sustained directional migration.
### VWAP Warm-Up and Delay
The underlying VWAP calculation begins with the selected session and updates as new price and volume are received.
The **VWAP trend classification**, however, intentionally requires historical observations.
Early in the session, before enough bars are available for the full ER and statistical-strength calculations, the indicator uses the direction of VWAP displacement as an early directional estimate.
After sufficient observations accumulate, the classification becomes more selective and requires both:
* sufficient VWAP directional displacement; and
* VWAP Efficiency Ratio above its qualification threshold.
Therefore, the VWAP line itself should not be confused with the slower VWAP trend classification.
Higher VWAP ER lengths and smoothing values produce more stable classifications but require more bars before the full calculation becomes available.
### Important Interpretation
The Pivot, KAMA, and VWAP modules should not be expected to change simultaneously.
They measure different aspects of market behavior:
**Pivots** confirm structure after future bars establish that a swing survived.
**KAMA** confirms the quality and direction of recent price progression.
**VWAP** measures the migration of session fair value and requires session history before its stronger statistical classification is available.
A pivot may therefore form before KAMA confirms a directional change, or KAMA may become directional before VWAP has accumulated enough session data to confirm persistent fair-value migration.
This disagreement is not necessarily an error. It can represent a developing transition in market structure.
### Practical Use
The indicator is best used as a layered decision framework:
**Structure:** Where are the surviving pivot zones?
**Trend:** Is KAMA ranging, transitioning, directional, or highly efficient?
**Fair Value:** Is session VWAP migrating with the move or remaining relatively neutral?
Agreement between the three components provides stronger contextual confirmation than any individual component alone.
### Limitations
This indicator is descriptive and confirmatory. It does not predict future price movement.
Adaptive calculations necessarily introduce varying amounts of delay. Increasing ER lookbacks, smoothing lengths, pivot confirmation requirements, KAMA slow length, or structural depth will generally produce more stable information at the cost of slower response.
Pending pivots can disappear before confirmation. Confirmed pivots are historical structural references and should not be interpreted as signals that would have been known on the original pivot bar.
KAMA states may remain in the prior direction while a reversal is developing, particularly when the KAMA Color Filter is enabled.
VWAP trend classifications require sufficient bars after the selected session begins and should be considered immature during the early-session warm-up period.
The indicator should therefore be used as market context and confirmation rather than as a standalone entry or exit system.
Open-source Skript
Ganz im Sinne von TradingView hat dieser Autor sein/ihr Script als Open-Source veröffentlicht. Auf diese Weise können nun auch andere Trader das Script rezensieren und die Funktionalität überprüfen. Vielen Dank an den Autor! Sie können das Script kostenlos verwenden, aber eine Wiederveröffentlichung des Codes unterliegt unseren Hausregeln.
Haftungsausschluss
Die Informationen und Veröffentlichungen sind nicht als Finanz-, Anlage-, Handels- oder andere Arten von Ratschlägen oder Empfehlungen gedacht, die von TradingView bereitgestellt oder gebilligt werden, und stellen diese nicht dar. Lesen Sie mehr in den Nutzungsbedingungen.
Open-source Skript
Ganz im Sinne von TradingView hat dieser Autor sein/ihr Script als Open-Source veröffentlicht. Auf diese Weise können nun auch andere Trader das Script rezensieren und die Funktionalität überprüfen. Vielen Dank an den Autor! Sie können das Script kostenlos verwenden, aber eine Wiederveröffentlichung des Codes unterliegt unseren Hausregeln.
Haftungsausschluss
Die Informationen und Veröffentlichungen sind nicht als Finanz-, Anlage-, Handels- oder andere Arten von Ratschlägen oder Empfehlungen gedacht, die von TradingView bereitgestellt oder gebilligt werden, und stellen diese nicht dar. Lesen Sie mehr in den Nutzungsbedingungen.