OPEN-SOURCE SCRIPT
업데이트됨 MA Z-score
## MA Z-Score
The MA Z-Score is a momentum and trend-strength indicator that measures how far a moving average deviates from its statistical mean using a Z-score calculation. Instead of analyzing raw price action directly, this script normalizes the selected moving average and helps traders identify trend acceleration, overextended conditions, and momentum shifts more clearly across different markets and timeframes.
### Features
* Multiple Moving Average types:
* EMA
* SMA
* DEMA
* HMA
* VWMA
* Z-score normalization of the selected MA
* Configurable lookback period
* Adjustable bullish and bearish thresholds
* Dynamic trend coloring
* Optional bar coloring
* Custom visual reference levels
* Built-in alert conditions for long and short signals
### How It Works
The script first calculates a moving average based on the selected type and length.
It then computes:
* The mean of the MA using an EMA
* The standard deviation over the chosen lookback period
* The Z-score using:
[
Z = \frac{MA - Mean}{Standard\ Deviation}
]
This creates a normalized oscillator showing how extreme the current MA value is relative to its recent behavior.
### Signal Logic
* Long Condition:
* Triggered when the Z-score rises above the bullish threshold.
* Short Condition:
* Triggered when the Z-score falls below the bearish threshold.
The oscillator changes color depending on trend direction:
* Green = bullish momentum
* Pink = bearish momentum
Optional candle coloring allows price bars to reflect the current trend state directly on the chart.
### Best Use Cases
This indicator can be used for:
* Trend confirmation
* Momentum analysis
* Detecting strong expansions
* Identifying potential reversals
* Filtering trades with statistical context
* Multi-timeframe trend alignment
### Tips
* Lower thresholds create more signals but increase noise.
* Higher thresholds filter weak momentum and focus on stronger trends.
* HMA and DEMA react faster to price movement.
* VWMA can be useful for volume-sensitive markets.
### Alerts
The script includes built-in TradingView alerts:
* MA Z-score Long
* MA Z-score Short
These alerts can be connected to notifications, bots, or automated workflows.
### Important
This indicator is not designed as a standalone trading system. It works best when combined with:
* Market structure
* Support & resistance
* Volume analysis
* Higher timeframe bias
* Risk management
The MA Z-Score is a momentum and trend-strength indicator that measures how far a moving average deviates from its statistical mean using a Z-score calculation. Instead of analyzing raw price action directly, this script normalizes the selected moving average and helps traders identify trend acceleration, overextended conditions, and momentum shifts more clearly across different markets and timeframes.
### Features
* Multiple Moving Average types:
* EMA
* SMA
* DEMA
* HMA
* VWMA
* Z-score normalization of the selected MA
* Configurable lookback period
* Adjustable bullish and bearish thresholds
* Dynamic trend coloring
* Optional bar coloring
* Custom visual reference levels
* Built-in alert conditions for long and short signals
### How It Works
The script first calculates a moving average based on the selected type and length.
It then computes:
* The mean of the MA using an EMA
* The standard deviation over the chosen lookback period
* The Z-score using:
[
Z = \frac{MA - Mean}{Standard\ Deviation}
]
This creates a normalized oscillator showing how extreme the current MA value is relative to its recent behavior.
### Signal Logic
* Long Condition:
* Triggered when the Z-score rises above the bullish threshold.
* Short Condition:
* Triggered when the Z-score falls below the bearish threshold.
The oscillator changes color depending on trend direction:
* Green = bullish momentum
* Pink = bearish momentum
Optional candle coloring allows price bars to reflect the current trend state directly on the chart.
### Best Use Cases
This indicator can be used for:
* Trend confirmation
* Momentum analysis
* Detecting strong expansions
* Identifying potential reversals
* Filtering trades with statistical context
* Multi-timeframe trend alignment
### Tips
* Lower thresholds create more signals but increase noise.
* Higher thresholds filter weak momentum and focus on stronger trends.
* HMA and DEMA react faster to price movement.
* VWMA can be useful for volume-sensitive markets.
### Alerts
The script includes built-in TradingView alerts:
* MA Z-score Long
* MA Z-score Short
These alerts can be connected to notifications, bots, or automated workflows.
### Important
This indicator is not designed as a standalone trading system. It works best when combined with:
* Market structure
* Support & resistance
* Volume analysis
* Higher timeframe bias
* Risk management
릴리즈 노트
## MA Z-ScoreThe MA Z-Score is a momentum and trend-strength indicator that measures how far a moving average deviates from its statistical mean using a Z-score calculation. Instead of analyzing raw price action directly, this script normalizes the selected moving average and helps traders identify trend acceleration, overextended conditions, and momentum shifts more clearly across different markets and timeframes.
### Features
* Multiple Moving Average types:
* EMA
* SMA
* DEMA
* HMA
* VWMA
* Z-score normalization of the selected MA
* Configurable lookback period
* Adjustable bullish and bearish thresholds
* Dynamic trend coloring
* Optional bar coloring
* Custom visual reference levels
* Built-in alert conditions for long and short signals
### How It Works
The script first calculates a moving average based on the selected type and length.
It then computes:
* The mean of the MA using an EMA
* The standard deviation over the chosen lookback period
* The Z-score using:
[
Z = \frac{MA - Mean}{Standard\ Deviation}
]
This creates a normalized oscillator showing how extreme the current MA value is relative to its recent behavior.
### Signal Logic
* Long Condition:
* Triggered when the Z-score rises above the bullish threshold.
* Short Condition:
* Triggered when the Z-score falls below the bearish threshold.
The oscillator changes color depending on trend direction:
* Green = bullish momentum
* Pink = bearish momentum
Optional candle coloring allows price bars to reflect the current trend state directly on the chart.
### Best Use Cases
This indicator can be used for:
* Trend confirmation
* Momentum analysis
* Detecting strong expansions
* Identifying potential reversals
* Filtering trades with statistical context
* Multi-timeframe trend alignment
### Tips
* Lower thresholds create more signals but increase noise.
* Higher thresholds filter weak momentum and focus on stronger trends.
* HMA and DEMA react faster to price movement.
* VWMA can be useful for volume-sensitive markets.
### Alerts
The script includes built-in TradingView alerts:
* MA Z-score Long
* MA Z-score Short
These alerts can be connected to notifications, bots, or automated workflows.
### Important
This indicator is not designed as a standalone trading system. It works best when combined with:
* Market structure
* Support & resistance
* Volume analysis
* Higher timeframe bias
* Risk management
오픈 소스 스크립트
트레이딩뷰의 진정한 정신에 따라, 이 스크립트의 작성자는 이를 오픈소스로 공개하여 트레이더들이 기능을 검토하고 검증할 수 있도록 했습니다. 작성자에게 찬사를 보냅니다! 이 코드는 무료로 사용할 수 있지만, 코드를 재게시하는 경우 하우스 룰이 적용된다는 점을 기억하세요.
면책사항
해당 정보와 게시물은 금융, 투자, 트레이딩 또는 기타 유형의 조언이나 권장 사항으로 간주되지 않으며, 트레이딩뷰에서 제공하거나 보증하는 것이 아닙니다. 자세한 내용은 이용 약관을 참조하세요.
오픈 소스 스크립트
트레이딩뷰의 진정한 정신에 따라, 이 스크립트의 작성자는 이를 오픈소스로 공개하여 트레이더들이 기능을 검토하고 검증할 수 있도록 했습니다. 작성자에게 찬사를 보냅니다! 이 코드는 무료로 사용할 수 있지만, 코드를 재게시하는 경우 하우스 룰이 적용된다는 점을 기억하세요.
면책사항
해당 정보와 게시물은 금융, 투자, 트레이딩 또는 기타 유형의 조언이나 권장 사항으로 간주되지 않으며, 트레이딩뷰에서 제공하거나 보증하는 것이 아닙니다. 자세한 내용은 이용 약관을 참조하세요.