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标准差(StdDev)

Self-Adjusting RSI +Here is an open source (no request needed!) version of the Self-Adjusting RSI by David Sepiashvili. Published in Stocks & Commodities V. 24:2 (February, 2006): The Self-Adjusting RSI David Sepiashvili's article, "The Self-Adjusting RSI," presents a technique to adjust the traditional RSI overbought and oversold thresholds so as to ensure that 70-80% of RSI values lie between the two thresholds. Sepiashvili presents two algorithms for adjusting the thresholds. One is based on standard deviation, the other on a simple moving average of the RSI. This script allows you to choose between plotting the Self-Adjusting bands or the traditional bands. You can also plot a smoothed RSI (SMA or EMA) and change the theme color for dark or light charts. If you find this code useful, please pass it forward by sharing open source! Thank you to all of the open source heroes out there! "If I have seen a little further it is by standing on the shoulders of Giants."
Pine Script™指标
由AltJams提供
10
Deviation Magnet - JDThis indicator shows price in relation to the standard deviations in a normalised way. It can be seen as a kind of Bollinger Bands, where the bands stay the same size apart and price amplitude is modified between them, or as a 'normalised' version of my BBC indicator. Contrary to the popular use where price is seen as BOUNCING AGAINST the different deviations (or upper and lower BBands), I tend to find that price likes to STICK to those deviations once it hits them (with a high or a low wick) and "rides them" for a while. I call this "THE MAGNET EFFECT" of the standard deviations. The indicator highlights those "MAGNET MOVES". For most assets I like to use 50 period deviations better than the standard 20 period because it shows the bigger trends better but of course this can be modified to your liking! JD. #NotTradingAdvice #DYOR I build these indicators for myself and provide them open source, to use for free to use and improve upon, as I believe the best way to learn is toghether.
Pine Script™指标
由Duyck提供
18
Bollinger Bands MTF [LonesomeTheBlue]With this script you can follow Bollinger Bands for current and higher time frame together. Higher time frame is calculated by script. if current period 1m => higher period=5m 3m => higher period=5m 5m => higher period=15m 15m => higher period=1h 30m => higher period=1h 45m => higher period=1h 1h => higher period=4h 2h => higher period=4h 3h => higher period=4h 4h => higher period=1day 1day => higher period=1week
Pine Script™指标
由LonesomeTheBlue提供
2
Linear Regression Channel [jwammo12]This is a non-repaint version of the built-in linear regression indicator in pine. It creates moving bands where the current bar matches the built-in Linear Regression indicator exactly (see screenshot). The key to replicating the built-in function is calculating the std deviation across the length of bars away from the current Linear Regression line, as opposed to the linear regression line that would have been calculated at the historic bar.
Pine Script™指标
由jwammo12提供
9
[RESEARCH] Mean Absolute DeviationHello traders and developers! I was wondering how built-in "dev" function in Pine is calculated so I made a little research. I examined 7 samples: 0) "dev" function itself 1) "dev" according to its description: series - sma(series) 2) Mean Absolute Deviation 3) ratio of the absolute difference from 1) divided by period 4) ratio of the difference from 1) divided by period 5) Median Absolute Deviation 6) tricky for-loop to calculate Mean Absolute Deviation The results of the null and sixth samples are identical. So, TV built-in "dev" function represents Mean Absolute Deviation and it's description is incorrect. Where it is used? For example: Commodity Channel Index. You can check its original formula and if you used simple standard deviation instead of MAD in your CCIs - well guys, you were wrong. Good luck!
Pine Script™指标
由everget提供
10
Objective Analysis of Spread (VSA)Note: Pardon for a busy chart. It really is irrelevant for this indicator. Just look at the bottom part of the chart for the indicator (SpAn). This script is meant to add objectivity to the estimation of spread in VSA. This is best used with a similar volume indicator that measures volume in the same fashion, but a simple rule of "higher/lower than the previous 2 bars" for estimation of volume size can be used as well in conjunction with this indicator. A 30-period (adjustable) SMA difference between the high and the close is used to estimate average spread. This value is used to plot bands of 0.8 and lower (blue) standard deviation for narrow spread, 0.8-1.3 (yellow) for medium spread, 1,3-1.8 (green) for wide spread, 1.8-3 (red) for ultra-wide spread. Anything above 3 (no color) is plain crazy. =) How to use: A histogram of each bar spread is plotted as well. See where each histogram bar ends. For example, if it ends in the green area, this bar has a wide spread. Added indicator: An ATR (14-period, adjustable) is plotted as a black line for your reference. May be used for stops. Otherwise, it is not necessary for VSA. Feedback and suggestions for improvement are welcome.
Pine Script™指标
由HumbleDumbell提供
12
VWAP Stdev BandsCurrent price always obeys VWAP and is very useful for intraday traders. The Price will never go beyond the second deviation of VWAP at any point of time. The deviation bands are also very useful in predicting the volatility of the script. Breakout trades can be taken based on the previous day's VWAP and it's deviations. One can say that the stock has experienced breakout if current price crosses the fourth deviation of the previous day's VWAP or price bounces off that level, the price movement will be rapid if this occurs providing a good trading opportunity with low risk-reward ratio.
Pine Script™指标
由dbdecoy提供
1
Triple Standard Deviation＝＝日本語説明も併記 // Japanese discription is following ＝＝ ■ Momentum Indicator (Triple Indication of Standard Deviation Volatilities) ■ Effective assets: All ■Example of utilization 1) Assume that a trend is generated at the timing when the yellow area chart (26) rises 2) Confirm the candlestick and if the price jumps out of the Bollinger band ± 1 σ, the trend toward that direction 3) If the closing price is confirmed within ± 1σ of the Bollinger band, close the position ■ Detailed explanation Three standard deviation volatilities with different parameters are displayed at the same time. As represented by convergence divergence of Bollinger, it has a characteristic that it rises in the trend generation period and falls during the trend convergence period. It develops color in a rising phase so that trend generation is easy to recognize, and fades in a falling phase. Daily use is basic, but you can use it with the same parameters for other time feet. The basic parameter (26) is displayed in yellow area for the most visibility. The long-term parameter (52) is indicated by a yellow dot as an auxiliary element for judging the rising margin of the basic line. The short-term parameter (13) is displayed as a line as an auxiliary element for recognizing the peak out of the basic line in advance. In some cases, by changing short term (13) to super long term (100) you can recognize the major market price level once in several years. Three periods The phrase "all lines" goes from "low position" to "rising together" is considered the strongest trend. On the other hand, in the case where the short-term line rises backwards as the longer-term line goes down, it tends to end up with short-lived trends and failure to form trends. If the trend speed is constant as a standard feature of calculating the standard deviation, the standard deviation may decrease even during trend continuation. Therefore, it is desirable to make a comprehensive judgment by comparing the shape of candlestick with the longer-term line. Please note that there is no way to judge whether the trend suggested by this index rises or falls from this index, so it is necessary to confirm the main chart. (It is preferable to display parabolic or Bollinger band) ■ Remarks It is an index created assuming that it is used as Triple STD-ADX in combination with Triple Smoothed ADX（to be posted later）. ■ About Triple STD-ADX Triple Standard Deviation "and" Triple Smoothed ADX "are superimposed and displayed as" Screen (without scale) "to function as" Triple STD - ADX ". The method of utilization is the same as Triple Standard Deviation and Triple Smoothed ADX, but by simultaneously displaying two momentum indicators with different calculation approaches with multiple parameters, we aim to mutually complement the cognitive power of trends. STD (13, 26, 52, 100, 200) and ADX (7, 14, 26, 52, 100) correspond to reaction rates respectively. By choosing different reaction rates you can expect to further increase reliability. You can estimate the reliability of the trend most reliably in a situation where all six signals in total rise from low to high. ■Sample: STD-ADX Trade Signal ======================================================== ■ モメンタム指標（標準偏差ボラティリティの3連表示） ■ 有効アセット：すべて ■ 活用の一例 １）黄色のエリアチャート（26）が上昇したタイミングでトレンド発生を想定 ２）ローソク足を確認し、ボリンジャーバンド±1σの外に価格が飛び出している場合はその方向へのトレンドと認識 ３）ボリンジャーバンド±1σ以内で終値が確定した場合にはポジションクローズ ■ 詳細説明 パラメーターの異なる３つの標準偏差ボラティリティを同時に表示します。ボリンジャーの収束発散に代表されるように、トレンド発生期に上昇しトレンド収束期に低下する特性を持ちます。 トレンド発生を認識しやすいように上昇局面で発色し、下降局面で退色します。 活用は日足が基本ですが、他の時間足に対しても同一パラメーターで使用することができます。 基本パラメーター（26）は最も視認しやすいように黄色のエリア表示にしています。 長期パラメーター（52）は基本線の上昇余力を判断するための補助要素として黄色の丸点で表示しています。 短期パラメーター（13）は基本線のピークアウトを先行して認識するための補助要素としてラインで表示にしています。 場合によって、短期(13)を超長期（100）に変更することで数年に一度のレベルの大相場が認識できます。 3期間「全てのライン」が「低い位置」から「揃って上昇」する局面を最も強いトレンドと考えます。 一方、より長期のラインが低下する中、より短期のラインが逆行して上昇するケースでは、短命のトレンドやトレンド形成失敗に終わることが多くなります。 標準偏差の計算上の特徴としてトレンドの速度が一定の場合にトレンド継続中も標準偏差が低下することがあります。そのため、ローソク足の形状とより長期のラインを見比べて総合的に判断することが望ましいです。 なお、本指標が示唆するトレンドが上昇か下降かは本指標からは判断する術はないため、必ずメインチャートを確認する必要があります。（パラボリックやボリンジャーバンドを表示すると好適） ■備考 追って掲載するTriple Smoothed ADXと併用して、Triple STD-ADXとして使用することを想定して作成した指標です。 ■Triple STD-ADXについて 「Triple Standard Deviation」と「Triple Smoothed ADX」を一方を「スクリーン（スケールなし）」として重ねて表示させることで「Triple STD-ADX」として機能します。 活用方法はTriple Standard DeviationやTriple Smoothed ADXと同じですが、算出アプローチの異なる２つのモメンタム指標を複数パラメーターで同時に表示させることで、トレンドの認識力を相互に補完する狙いがあります。 反応速度はそれぞれSTD（13,26,52,100,200)とADX（7,14,26,52,100)がほぼ対応します。 異なる反応速度を選択することで信頼度をさらに高めることを期待できます。 合計6本のシグナル全てが低い位置から揃って上昇する局面でトレンドの信頼性を最も高く見積もることができます。
Pine Script™指标
由Market_wolf提供
Z-Score (Close)A Z-score is a numerical measurement of a value's relationship to the mean in a group of values. If a Z-score is 0, it represents the score as identical to the mean score. Z-scores may also be positive or negative, with a positive value indicating the score is above the mean and a negative score indicating it is below the mean. Positive and negative scores also reveal the number of standard deviations that the score is either above or below the mean.
Pine Script™指标
由BeasleySavage提供