OPEN-SOURCE SCRIPT
更新済 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
リリースノート
## 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
オープンソーススクリプト
TradingViewの精神に則り、このスクリプトの作者はコードをオープンソースとして公開してくれました。トレーダーが内容を確認・検証できるようにという配慮です。作者に拍手を送りましょう！無料で利用できますが、コードの再公開はハウスルールに従う必要があります。
免責事項
これらの情報および投稿は、TradingViewが提供または承認する金融、投資、取引、またはその他の種類の助言もしくは推奨であることを意図したものではなく、またこれらに該当するものでもありません。詳細は利用規約をご覧ください。
オープンソーススクリプト
TradingViewの精神に則り、このスクリプトの作者はコードをオープンソースとして公開してくれました。トレーダーが内容を確認・検証できるようにという配慮です。作者に拍手を送りましょう！無料で利用できますが、コードの再公開はハウスルールに従う必要があります。
免責事項
これらの情報および投稿は、TradingViewが提供または承認する金融、投資、取引、またはその他の種類の助言もしくは推奨であることを意図したものではなく、またこれらに該当するものでもありません。詳細は利用規約をご覧ください。