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Volatilityindicator

Implied Volatility Suite (TG Fork)Displays the Implied Volatility, which is usually calculated from options, but here is calculated indirectly from spot price directly, either using a model or model-free using the VIXfix. The model-free VIXfix based approach can detect times of high volatility, which usually coincides with panic and hence lowest prices. Inversely, the model-based approach can detect times of highest greed. Forked and updated by Tartigradia to fix some issues in the calculations, convert to pinescript v5 and reverse engineered to reproduce the "Implied Volatility Rank & Model Free IVR" indicator by the same author (but closed source) and allow to plot both model-based and model-free implied volatilities simultaneously. If you like this indicator, please show the original author SegaRKO some love:
Pine Script™ indicator
by tartigradia
2
ER-Adaptive ATR, STD-Adaptive Damiani Volatmeter [Loxx]ER-Adaptive ATR, STD-Adaptive Damiani Volatmeter is a Damiani Volatmeter with both Efficiency-Ratio Adaptive ATR, used in place of ATR, and Adaptive Deviation, used in place of Standard Deviation. What is Adaptive Deviation? By definition, the Standard Deviation (STD, also represented by the Greek letter sigma σ or the Latin letter s) is a measure that is used to quantify the amount of variation or dispersion of a set of data values. In technical analysis we usually use it to measure the level of current volatility . Standard Deviation is based on Simple Moving Average calculation for mean value. This version of standard deviation uses the properties of EMA to calculate what can be called a new type of deviation, and since it is based on EMA , we can call it EMA deviation. And added to that, Perry Kaufman's efficiency ratio is used to make it adaptive (since all EMA type calculations are nearly perfect for adapting). The difference when compared to standard is significant--not just because of EMA usage, but the efficiency ratio makes it a "bit more logical" in very volatile market conditions. The green line is the Adaptive Deviation, the white line is regular Standard Deviation. This concept will be used in future indicators to further reduce noise and adapt to price volatility . See here for a comparison between Adaptive Deviation and Standard Deviation What is Efficiency Ratio Adaptive ATR? Average True Range (ATR) is widely used indicator in many occasions for technical analysis . It is calculated as the RMA of true range. This version adds a "twist": it uses Perry Kaufman's Efficiency Ratio to calculate adaptive true range See here for a comparison between Efficiency-Ratio Adaptive ATR, and ATR. What is the Damiani Volatmeter? Damiani Volatmeter uses ATR and Standard deviation to tease out ticker volatility so you can better understand when it's the ideal time to trade. The idea here is that you only take trades when volatility is high so this indicator is to be coupled with various other indicators to validate the other indicator's signals. This is also useful for detecting crabbing and chopping markets. Shoutout to user @xinolia for the DV function used here. Anything red means that volatility is low. Remember volatility doesn't have a direction. Anything green means volatility high despite the direction of price. The core signal line here is the green and red line that dips below two while threshold lines to "recharge". Maximum recharge happen when the core signal line shows a yellow ping. Soon after one or many yellow pings you should expect a massive upthrust of volatility . The idea here is you don't trade unless volatility is rising or green. This means that the Volatmeter has to dip into the recharge zone, recharge and then spike upward. You can also attempt to buy or sell reversals with confluence indicators when volatility is in the recharge zone, but I wouldn't recommend this. However, if you so choose to do this, then use the following indicator for confluence. And last reminder, volatility doesn't have a direction! Red doesn't mean short, and green doesn't mean long, Red means don't trade period regardless of direction long/short, and green means trade no matter the direction long/short. This means you'll have to add an indicator that does show direction such as a mean reversion indicator like Fisher Transform or a Gaussian Filter. You can search my public scripts for various Fisher Transform and Gaussian Filter indicators. Price-Filtered Spearman Rank Correl. w/ Floating Levels is considered the Mercedes Benz of reversal indicators Comparison between this indicator, ER-Adaptive ATR, STD-Adaptive Damiani Volatmeter , and the regular Damiani Volatmeter . Notice that the adaptive version catches more volatility than the regular version. How signals work RV = Rising Volatility VD = Volatility Dump Plots White line is signal Thick red/green line is the Volatmeter line The dotted lower lines are the zero line and minimum recharging line Included Bar coloring Alerts Signals Related indicators Variety Moving Average Waddah Attar Explosion (WAE) Damiani Volatmeter
Pine Script™ indicator
by loxx
+ Dynamic Fibo-Donchian ChannelsThis is my second Donchian Channels indicator (and will probably be my last because how many does one really need). This version is different from my other one in that, well, it's 'dynamic' which simply means that it self adjusts based on the same formula that my Ultimate Moving Average does. What does that mean? It just means that the script takes an average of 8 different length, in this case, highest highs and lowest lows. The user doesn't need to pick a lookback/length/period/what-have-you. The indicator does it all itself. This, I think, makes for a very nice baseline or bias indicator to fit within a system that utilizes something like that. I also think it makes for a more accurate gauge of higher highs and lower lows within a timeframe, because honestly what does it mean to make a lower low over 20 periods or 8 periods or 50 periods? I don't know. What I do know is that traditional Donchian Channels never made much sense to me, but this does. Additionally, I've kept (I guess that's not 'additionally') the fibonacci retracement levels from my other Donchian Channels indicator. These are calculated off the high and the low of the Donchian Channels themselves. You will see that there are only three retracement levels (.786, .705, .382), one of which is not a fib level, but what some people call the 'OTE,' or 'optimal trade entry.'' If you want more info on the OTE just web search it. So, why no .618 or .236? Reason being that the .618 overlaps the .382, and the .236 is extremely close to the .786. This sounds confusing, but the retracement levels I'm using are derived from the high and low, so it was unnecessary to have all five levels from each. I could have just calculated from the high, or just from the low, and used all the levels, but I chose to just calculate three levels from the high and three from the low because that gives a sort of mirror image balance, and that appeals to me, and the utility of the indicator is the same. The plot lines are all colored, and I've filled certain zones between them. There is a center zone filled between both .382 levels, an upper and lower zon filled between the .786 and either the high or the low, and a zone between the .705 and .785 If you like the colored zones, but don't like the plots because they cause screen compression, turn off the plots under the "style" tab, or much more simply right click on the price scale and click 'scale price chart only.' Voila! No more screen compression due to a moving average or some other annoyance. Besides that basis being a nice baseline indicator the various fib bands (or just the high and low bands) make for excellent mean reversion extremes in ranging environments. There are alerts for candle closes across every line. Below is an image of the indicator at default settings. Below is an image of the indicator with the center .382 channel turned off. Below is an image of the indicator with just the .786/.705 channel showing .
Pine Script™ indicator
by ClassicScott
16
Stock Tech Bot One ViewTechnical indicators are not limited. Hence, here is another indicator with the combination of OBV, RSI, and MACD along with support, and resistance that follows the price while honoring the moving average of 200, 90 & 50. The default lookback period of this indicator is 21 though it is changeable as per the user's desire. The highest high and lowest low for the last 21 days lookback period proven to be the perfect Support & Resistance as the price of particular stock values are decided by market psychology. The support and resistance lines are very important to understand the market psychology which is very well proven with price action patterns and the lines are drawn based on, Lower Extreme = 0.1 (Changeable) Maximum Range = 21 days highest high - 21 days lowest low. Support Line = 21 days lowest low + (Maximum Range * Lower Extreme) Resistance Line = 21 days highest high - (Maximum Range * Lower Extreme) RSI - Relative strength indicator is very famous to find the market momentum within the range of 0 - 100. Though the lookback period is changeable, the 14 days lookback period is the perfect match as the momentum of market movement for the last 3 weeks will always assist to identify the market regime. Here the momentum is just to highlight the indication (green up arrow under the candle for long and red down arrow above the candle for short) of market movement though it is not very important to consider if the price of the stock respect the support & resistance lines along with volume indicator (* = violet color). OBV - Momentum: The on-balance volume is always going indicator on any kind of tickers, which helps to identify the buying interest. Now, applying momentum on OBV with the positive movement for at least two consecutive days gives perfect confirmation for entry. A combination of the price along with this momentum(OBV) in the chart will help us to know the whipsaw in the price. The Symbol "*" on top of each bar shows the market interest in that particular stock. If your ticker is fundamentally strong then you can see this "*" even when the market falls. MACD: One of the favorites and simple indicators widely used, where the thump of the rule is not to change the length even if it is allowed. It's OK to believe blindly in certain indicator and consider it while trading. That's why the indicator changes the bar color by following the MACD histogram. Volume: It may be the OBV works based on the open price and close price along with volume movement, it is wise to have the volume that is plotted along with price movement that should help you to decide whether the market is greedy or fearful. The symbol "-" on top of each bar tells you a lot and don't ignore it. Moving Average: Moving average is a very good trend indicator as everyone considers seeing along with the price in the chart which is not omitted while we gauge the price movement alone with volume in this indicator. The 200, 90 & 50 MA's are everyone's favorite, and the same is plotted on the chart. As explained above, the combination of all four indicators with price movement will give us very good confidence to take entry. Candlestick Pattern: You should admire the techniques of the candlestick pattern as you navigate the chart from right to left. Though there are a lot of patterns that exist, it is easy to enable and disable to view the signal as the label. Further, last but not least, the exit always depends on individual conviction and how often the individual watch the price movement, if your conviction is strong then follow the down arrow red indication. If not, then exit with a trailing stop that indicates the bar with orange color. Happy investing Note: It is just a combination of multiple indicators and patterns to get one holistic view. So, the credit goes to all wise developers who publically published.
Pine Script™ indicator
by stocktechbot
BarbwireThis indicator looks for where market momentum is waning. It uses Heikin-Ahi for that. Heikin-Ashi averages the Open and Close prices, so the entity is not compressed as often as candles. Using this characteristic, the continued compression of the entity is indicated as a decline in the market. Settings: Period - The degree of compression is calculated as a stochastic-like percentage. Specify the period to be used for the calculation. Level (%) - If it is smaller than this number, it is assumed to be compressed. Minimum period - The agreement shall be valid if it has been continued for at least this period.
Pine Script™ indicator
by boitoki
4
Volatility Trigger IndexThe script allows to assess the volatility of an asset. It works by calculating the rate of change and the standard deviation. The index is useful to determine the lowest volatility periods (could be useful to look strategies) and also it determine the highest volatility periods (maybe for exits or partial closes). It has 3 iputs: Lenght. Low volatility value. High volatility value. The low and high values are set after a visual inspection. The values changes in each time frame. Usually when the timeframe is higher the value of the index is higher as well. So the low and high levels must be changed after each time frame set. As an idea could be used in combination with any moving average to determine the market direction and the index used as a trigger.
Pine Script™ indicator
by ExpensiveJok
Highs/Lows difference [OrganicPunch]Highs/Lows difference indicator To visually evaluate the difference between highs and lows of a price range. This handsome indicator shows: difference between highs of 2 candles by displaying it in green histogram difference between lows of 2 candles by displaying it in red histogram difference between both highs and lows by displaying a circle at the level of the difference To read the numerical value, point at the circle of the relevant bar you are interested in, and see the scale. Indicator is useful in creating strategies where you want to filter out consolidations/ranges (or to locate them), e.g. "Open trade when H/L difference is larger than 200", or "Look for candles with H/L difference lesser than 50". The exact value of needed H/L difference can be found using this indicator.
Pine Script™ indicator
by OrganicPunch
LS Volatility Index█  OVERVIEW This indicator serves to measure the volatility of the price in relation to the average. It serves four purposes: 1. Identify abnormal prices, extremely stretched in relation to an average; 2. Identify acceptable prices in the context of the main trend; 3. Identify market crashes; 4. Identify divergences. █  CONCEPTS The LS Volatility Index was originally described by Brazilian traders Alexandre Wolwacz (Stormer) , Fabrício Lorenz , and Fábio Figueiredo (Vlad) Basically, this indicator can be used in two ways: 1. In a mean reversion strategy , when there is an unusual distance from it; 2. In a trend following strategy , when the price is in an acceptable region. Perhaps the version presented here may have some slight differences, but the core is the same. The original indicator is presented with a 21-period moving average, but here this value is customizable. I made some fine tuning available, namely: 1. The possibility of smoothing the indicator; 2. Choose the type of moving average; 3. Customizable period; 4. Possibility to show a moving average of the indicator; 5. Color customization. █  CALCULATION First, the distance of the price from a given average in percentage terms is measured. Then, the historical average volatility is obtained. Finally the indicator is calculated through the ratio between the distance and the historical volatility. To facilitate visualization, the result is normalized in a range from 0 to 100. When it reaches 0, it means the price is on average. When it hits 100, it means the price is way off average (stretched). █  HOW TO USE IT Here are some examples: 1. In a return-to-average strategy 2. In a trend following strategy 3. Identification of crashes and divergences █  THANKS AND CREDITS - Alexandre Wolwacz (Stormer), Fabrício Lorenz, Fábio Figueiredo (Vlad) - Feature scaler (for normalization) - HPotter (for calc of Historical Volatility)
Pine Script™ indicator
by andre_007
7
3EMA + Boullinger + PIVOTTRES EMAS + BANDAS DE BOLLINGER + PIVOTE INDICADOR 1: TRES EMAS (MEDIA MOVIL EXPONENCIAL) Con este indicador puede visualizar el promedio de precios con mayor peso a los datos mas recientes. Se calculan y dibujan tres medias móviles exponenciales: 8, 20 y 200 últimas velas. -Rápida EMA1 = 8 -Media EMA2 = 20 -Lenta EMA 3 = 200 INDICADOR 2: BANDAS DE BOLLINGER Con este indicador podrá ver la fuerza y la tendencia del mercado, es decir la mide la volatilidad del precio del activo. Si el precio sobrepasa la banda superior, el activo está sobrecomprado. Si el precio sobrepasa la banda inferior, el activo está sobrevendido. Longitud tendencia - BASE = 20, paso = 1 Desviación Estándar - Multiplicador = 2, paso = 0.2 INDICADOR 3: PIVOTE Este indicador etiqueta los puntos donde el precio es mínimo y máximo, en un rango de velas determinado en el parámetro "Distancia para el Pivote". Estos 3 indicadores sirven para todo tipo de activos: FOREX, CRIPTO, CFD´s, ETC. ------------------------------------------------------------------------------------------------------------------ THREE EMAS + BOLLINGER BANDS + PIVOT INDICATOR 1: THREE EMAS ( EXPONENTIAL MOVING AVERAGE ) With this indicator you can visualize the average of prices with greater weight to the most recent data. Three exponential moving averages are calculated and drawn: 4, 20 and 200 last candles. -Fast EMA1 = 8 -Average EMA2 = 20 -Slow EMA 3 = 200 INDICATOR 2: BOLLINGER BANDS With this indicator you can see the strength and trend of the market, that is, it is measured by the volatility of the asset price. If the price goes above the upper band, the asset is overbought. If the price goes above the lower band, the asset is oversold. Trend length - BASE = 20, step = 1 Standard Deviation - Multiplier = 2, step = 0.2 INDICATOR 3: PIVOT This indicator labels the points where the price is minimum and maximum, in a range of candles determined in the parameter "Distance to Pivot". These 3 indicators are used for all types of assets: FOREX, CRYPT, CFD's, ETC.
Pine Script™ indicator
by JCMR76
15
Volatility Risk Premium GOLD & SILVER 1.0ENGLISH This indicator (V-R-P) calculates the (one month) Volatility Risk Premium for GOLD and SILVER. V-R-P is the premium hedgers pay for over Realized Volatility for GOLD and SILVER options. The premium stems from hedgers paying to insure their portfolios, and manifests itself in the differential between the price at which options are sold (Implied Volatility) and the volatility GOLD and SILVER ultimately realize (Realized Volatility). I am using 30-day Implied Volatility (IV) and 21-day Realized Volatility (HV) as the basis for my calculation, as one month of IV is based on 30 calendaristic days and one month of HV is based on 21 trading days. At first, the indicator appears blank and a label instructs you to choose which index you want the V-R-P to plot on the chart. Use the indicator settings (the sprocket) to choose one of the precious metals (or both). Together with the V-R-P line, the indicator will show its one year moving average within a range of +/- 15% (which you can change) for benchmarking purposes. We should consider this range the “normalized” V-R-P for the actual period. The Zero Line is also marked on the indicator. Interpretation When V-R-P is within the “normalized” range, … well... volatility and uncertainty, as it’s seen by the option market, is “normal”. We have a “premium” of volatility which should be considered normal. When V-R-P is above the “normalized” range, the volatility premium is high. This means that investors are willing to pay more for options because they see an increasing uncertainty in markets. When V-R-P is below the “normalized” range but positive (above the Zero line), the premium investors are willing to pay for risk is low, meaning they see decreasing uncertainty and risks in the market, but not by much. When V-R-P is negative (below the Zero line), we have COMPLACENCY. This means investors see upcoming risk as being lower than what happened in the market in the recent past (within the last 30 days). CONCEPTS : Volatility Risk Premium The volatility risk premium (V-R-P) is the notion that implied volatility (IV) tends to be higher than realized volatility (HV) as market participants tend to overestimate the likelihood of a significant market crash. This overestimation may account for an increase in demand for options as protection against an equity portfolio. Basically, this heightened perception of risk may lead to a higher willingness to pay for these options to hedge a portfolio. In other words, investors are willing to pay a premium for options to have protection against significant market crashes even if statistically the probability of these crashes is lesser or even negligible. Therefore, the tendency of implied volatility is to be higher than realized volatility, thus V-R-P being positive. Realized/Historical Volatility Historical Volatility (HV) is the statistical measure of the dispersion of returns for an index over a given period of time. Historical volatility is a well-known concept in finance, but there is confusion in how exactly it is calculated. Different sources may use slightly different historical volatility formulas. For calculating Historical Volatility I am using the most common approach: annualized standard deviation of logarithmic returns, based on daily closing prices. Implied Volatility Implied Volatility (IV) is the market's forecast of a likely movement in the price of the index and it is expressed annualized, using percentages and standard deviations over a specified time horizon (usually 30 days). IV is used to price options contracts where high implied volatility results in options with higher premiums and vice versa. Also, options supply and demand and time value are major determining factors for calculating Implied Volatility. Implied Volatility usually increases in bearish markets and decreases when the market is bullish. For determining GOLD and SILVER implied volatility I used their volatility indices: GVZ and VXSLV (30-day IV) provided by CBOE. Warning Please be aware that because CBOE doesn’t provide real-time data in Tradingview, my V-R-P calculation is also delayed, so you shouldn’t use it in the first 15 minutes after the opening. This indicator is calibrated for a daily time frame. ---------------------------------------------------------------------- ESPAŇOL Este indicador (V-R-P) calcula la Prima de Riesgo de Volatilidad (de un mes) para GOLD y SILVER. V-R-P es la prima que pagan los hedgers sobre la Volatilidad Realizada para las opciones de GOLD y SILVER. La prima proviene de los hedgers que pagan para asegurar sus carteras y se manifiesta en el diferencial entre el precio al que se venden las opciones (Volatilidad Implícita) y la volatilidad que finalmente se realiza en el ORO y la PLATA (Volatilidad Realizada). Estoy utilizando la Volatilidad Implícita (IV) de 30 días y la Volatilidad Realizada (HV) de 21 días como base para mi cálculo, ya que un mes de IV se basa en 30 días calendario y un mes de HV se basa en 21 días de negociación. Al principio, el indicador aparece en blanco y una etiqueta le indica que elija qué índice desea que el V-R-P represente en el gráfico. Use la configuración del indicador (la rueda dentada) para elegir uno de los metales preciosos (o ambos). Junto con la línea V-R-P, el indicador mostrará su promedio móvil de un año dentro de un rango de +/- 15% (que puede cambiar) con fines de evaluación comparativa. Deberíamos considerar este rango como el V-R-P "normalizado" para el período real. La línea Cero también está marcada en el indicador. Interpretación Cuando el V-R-P está dentro del rango "normalizado",... bueno... la volatilidad y la incertidumbre, como las ve el mercado de opciones, es "normal". Tenemos una “prima” de volatilidad que debería considerarse normal. Cuando V-R-P está por encima del rango "normalizado", la prima de volatilidad es alta. Esto significa que los inversores están dispuestos a pagar más por las opciones porque ven una creciente incertidumbre en los mercados. Cuando el V-R-P está por debajo del rango "normalizado" pero es positivo (por encima de la línea Cero), la prima que los inversores están dispuestos a pagar por el riesgo es baja, lo que significa que ven una disminución, pero no pronunciada, de la incertidumbre y los riesgos en el mercado. Cuando V-R-P es negativo (por debajo de la línea Cero), tenemos COMPLACENCIA. Esto significa que los inversores ven el riesgo próximo como menor que lo que sucedió en el mercado en el pasado reciente (en los últimos 30 días). CONCEPTOS : Prima de Riesgo de Volatilidad La Prima de Riesgo de Volatilidad (V-R-P) es la noción de que la Volatilidad Implícita (IV) tiende a ser más alta que la Volatilidad Realizada (HV) ya que los participantes del mercado tienden a sobrestimar la probabilidad de una caída significativa del mercado. Esta sobreestimación puede explicar un aumento en la demanda de opciones como protección contra una cartera de acciones. Básicamente, esta mayor percepción de riesgo puede conducir a una mayor disposición a pagar por estas opciones para cubrir una cartera. En otras palabras, los inversores están dispuestos a pagar una prima por las opciones para tener protección contra caídas significativas del mercado, incluso si estadísticamente la probabilidad de estas caídas es menor o insignificante. Por lo tanto, la tendencia de la Volatilidad Implícita es de ser mayor que la Volatilidad Realizada, por lo cual el V-R-P es positivo. Volatilidad Realizada/Histórica La Volatilidad Histórica (HV) es la medida estadística de la dispersión de los rendimientos de un índice durante un período de tiempo determinado. La Volatilidad Histórica es un concepto bien conocido en finanzas, pero existe confusión sobre cómo se calcula exactamente. Varias fuentes pueden usar fórmulas de Volatilidad Histórica ligeramente diferentes. Para calcular la Volatilidad Histórica, utilicé el enfoque más común: desviación estándar anualizada de rendimientos logarítmicos, basada en los precios de cierre diarios. Volatilidad Implícita La Volatilidad Implícita (IV) es la previsión del mercado de un posible movimiento en el precio del índice y se expresa anualizada, utilizando porcentajes y desviaciones estándar en un horizonte de tiempo específico (generalmente 30 días). IV se utiliza para cotizar contratos de opciones donde la alta Volatilidad Implícita da como resultado opciones con primas más altas y viceversa. Además, la oferta y la demanda de opciones y el valor temporal son factores determinantes importantes para calcular la Volatilidad Implícita. La Volatilidad Implícita generalmente aumenta en los mercados bajistas y disminuye cuando el mercado es alcista. Para determinar la Volatilidad Implícita de GOLD y SILVER utilicé sus índices de volatilidad: GVZ y VXSLV (30 días IV) proporcionados por CBOE. Precaución Tenga en cuenta que debido a que CBOE no proporciona datos en tiempo real en Tradingview, mi cálculo de V-R-P también se retrasa, y por este motivo no se recomienda usar en los primeros 15 minutos desde la apertura. Este indicador está calibrado para un marco de tiempo diario.
Pine Script™ indicator
by IQ-trading
Volatility Risk Premium (VRP) 1.0ENGLISH This indicator (V-R-P) calculates the (one month) Volatility Risk Premium for S&P500 and Nasdaq-100. V-R-P is the premium hedgers pay for over Realized Volatility for S&P500 and Nasdaq-100 index options. The premium stems from hedgers paying to insure their portfolios, and manifests itself in the differential between the price at which options are sold (Implied Volatility) and the volatility the S&P500 and Nasdaq-100 ultimately realize (Realized Volatility). I am using 30-day Implied Volatility (IV) and 21-day Realized Volatility (HV) as the basis for my calculation, as one month of IV is based on 30 calendaristic days and one month of HV is based on 21 trading days. At first, the indicator appears blank and a label instructs you to choose which index you want the V-R-P to plot on the chart. Use the indicator settings (the sprocket) to choose one of the indices (or both). Together with the V-R-P line, the indicator will show its one year moving average within a range of +/- 15% (which you can change) for benchmarking purposes. We should consider this range the “normalized” V-R-P for the actual period. The Zero Line is also marked on the indicator. Interpretation When V-R-P is within the “normalized” range, … well... volatility and uncertainty, as it’s seen by the option market, is “normal”. We have a “premium” of volatility which should be considered normal. When V-R-P is above the “normalized” range, the volatility premium is high. This means that investors are willing to pay more for options because they see an increasing uncertainty in markets. When V-R-P is below the “normalized” range but positive (above the Zero line), the premium investors are willing to pay for risk is low, meaning they see decreasing uncertainty and risks in the market, but not by much. When V-R-P is negative (below the Zero line), we have COMPLACENCY. This means investors see upcoming risk as being lower than what happened in the market in the recent past (within the last 30 days). CONCEPTS: Volatility Risk Premium The volatility risk premium (V-R-P) is the notion that implied volatility (IV) tends to be higher than realized volatility (HV) as market participants tend to overestimate the likelihood of a significant market crash. This overestimation may account for an increase in demand for options as protection against an equity portfolio. Basically, this heightened perception of risk may lead to a higher willingness to pay for these options to hedge a portfolio. In other words, investors are willing to pay a premium for options to have protection against significant market crashes even if statistically the probability of these crashes is lesser or even negligible. Therefore, the tendency of implied volatility is to be higher than realized volatility, thus V-R-P being positive. Realized/Historical Volatility Historical Volatility (HV) is the statistical measure of the dispersion of returns for an index over a given period of time. Historical volatility is a well-known concept in finance, but there is confusion in how exactly it is calculated. Different sources may use slightly different historical volatility formulas. For calculating Historical Volatility I am using the most common approach: annualized standard deviation of logarithmic returns, based on daily closing prices. Implied Volatility Implied Volatility (IV) is the market's forecast of a likely movement in the price of the index and it is expressed annualized, using percentages and standard deviations over a specified time horizon (usually 30 days). IV is used to price options contracts where high implied volatility results in options with higher premiums and vice versa. Also, options supply and demand and time value are major determining factors for calculating Implied Volatility. Implied Volatility usually increases in bearish markets and decreases when the market is bullish. For determining S&P500 and Nasdaq-100 implied volatility I used their volatility indices: VIX and VXN (30-day IV) provided by CBOE. Warning Please be aware that because CBOE doesn’t provide real-time data in Tradingview, my V-R-P calculation is also delayed, so you shouldn’t use it in the first 15 minutes after the opening. This indicator is calibrated for a daily time frame. ESPAŇOL Este indicador (V-R-P) calcula la Prima de Riesgo de Volatilidad (de un mes) para S&P500 y Nasdaq-100. V-R-P es la prima que pagan los hedgers sobre la Volatilidad Realizada para las opciones de los índices S&P500 y Nasdaq-100. La prima proviene de los hedgers que pagan para asegurar sus carteras y se manifiesta en el diferencial entre el precio al que se venden las opciones (Volatilidad Implícita) y la volatilidad que finalmente se realiza en el S&P500 y el Nasdaq-100 (Volatilidad Realizada). Estoy utilizando la Volatilidad Implícita (IV) de 30 días y la Volatilidad Realizada (HV) de 21 días como base para mi cálculo, ya que un mes de IV se basa en 30 días calendario y un mes de HV se basa en 21 días de negociación. Al principio, el indicador aparece en blanco y una etiqueta le indica que elija qué índice desea que el V-R-P represente en el gráfico. Use la configuración del indicador (la rueda dentada) para elegir uno de los índices (o ambos). Junto con la línea V-R-P, el indicador mostrará su promedio móvil de un año dentro de un rango de +/- 15% (que puede cambiar) con fines de evaluación comparativa. Deberíamos considerar este rango como el V-R-P "normalizado" para el período real. La línea Cero también está marcada en el indicador. Interpretación Cuando el V-R-P está dentro del rango "normalizado",... bueno... la volatilidad y la incertidumbre, como las ve el mercado de opciones, es "normal". Tenemos una “prima” de volatilidad que debería considerarse normal. Cuando V-R-P está por encima del rango "normalizado", la prima de volatilidad es alta. Esto significa que los inversores están dispuestos a pagar más por las opciones porque ven una creciente incertidumbre en los mercados. Cuando el V-R-P está por debajo del rango "normalizado" pero es positivo (por encima de la línea Cero), la prima que los inversores están dispuestos a pagar por el riesgo es baja, lo que significa que ven una disminución, pero no pronunciada, de la incertidumbre y los riesgos en el mercado. Cuando V-R-P es negativo (por debajo de la línea Cero), tenemos COMPLACENCIA. Esto significa que los inversores ven el riesgo próximo como menor que lo que sucedió en el mercado en el pasado reciente (en los últimos 30 días). CONCEPTOS: Prima de Riesgo de Volatilidad La Prima de Riesgo de Volatilidad (V-R-P) es la noción de que la Volatilidad Implícita (IV) tiende a ser más alta que la Volatilidad Realizada (HV) ya que los participantes del mercado tienden a sobrestimar la probabilidad de una caída significativa del mercado. Esta sobreestimación puede explicar un aumento en la demanda de opciones como protección contra una cartera de acciones. Básicamente, esta mayor percepción de riesgo puede conducir a una mayor disposición a pagar por estas opciones para cubrir una cartera. En otras palabras, los inversores están dispuestos a pagar una prima por las opciones para tener protección contra caídas significativas del mercado, incluso si estadísticamente la probabilidad de estas caídas es menor o insignificante. Por lo tanto, la tendencia de la Volatilidad Implícita es de ser mayor que la Volatilidad Realizada, por lo cual el V-R-P es positivo. Volatilidad Realizada/Histórica La Volatilidad Histórica (HV) es la medida estadística de la dispersión de los rendimientos de un índice durante un período de tiempo determinado. La Volatilidad Histórica es un concepto bien conocido en finanzas, pero existe confusión sobre cómo se calcula exactamente. Varias fuentes pueden usar fórmulas de Volatilidad Histórica ligeramente diferentes. Para calcular la Volatilidad Histórica, utilicé el enfoque más común: desviación estándar anualizada de rendimientos logarítmicos, basada en los precios de cierre diarios. Volatilidad Implícita La Volatilidad Implícita (IV) es la previsión del mercado de un posible movimiento en el precio del índice y se expresa anualizada, utilizando porcentajes y desviaciones estándar en un horizonte de tiempo específico (generalmente 30 días). IV se utiliza para cotizar contratos de opciones donde la alta Volatilidad Implícita da como resultado opciones con primas más altas y viceversa. Además, la oferta y la demanda de opciones y el valor temporal son factores determinantes importantes para calcular la Volatilidad Implícita. La Volatilidad Implícita generalmente aumenta en los mercados bajistas y disminuye cuando el mercado es alcista. Para determinar la Volatilidad Implícita de S&P500 y Nasdaq-100 utilicé sus índices de volatilidad: VIX y VXN (30 días IV) proporcionados por CBOE. Precaución Tenga en cuenta que debido a que CBOE no proporciona datos en tiempo real en Tradingview, mi cálculo de V-R-P también se retrasa, y por este motivo no se recomienda usar en los primeros 15 minutos desde la apertura. Este indicador está calibrado para un marco de tiempo diario.
Pine Script™ indicator
by IQ-trading
1
+ Magic Carpet BandsFun name for an indicator, eh? Well, it is true, I think; they look like magic carpets. They're actually pretty simple actually. They're Keltner Channels smoothed with a moving average. If you go down to the lookback period for the bands and set it to 1, you'll recognize them immediately. Digging a bit deeper you see there are four magic carpets on the chart. The inner ones are set to a multiplier of 2, and the outer to a multiplier of 4. Each "carpet" is composed of two smoothed upper or lower Keltner Channels bounds, both with an optional offset, one of which is set to 13, and the other to 0 by default; and an optional color fill between these. There is also a color fill between the outer and inner carpets which gives them an interesting 3-dimensional aspect at times. They can look a bit like tunnels by default. My thinking around the idea of using an offset with the bands is that if we assume these things to provide a dynamic support and resistance, and previous support and resistance maintains status as support and resistance until proven otherwise, then by putting an offset to past data we are creating a more obvious visual indication of that support or resistance in the present. The default offset is set to 13 bars back, so if price found resistance at some point around 13 bars ago, and price is currently revisiting it we assume it is still resistance, and that offset band is there to give us a strong visual aid. Obviously it's not foolproof, but nothing is. Beyond that most interesting part of the indicator you have a nice selection of moving averages which the bands are calculated off of. By default it's set to my UMA. The bands themselves also have a selection of moving averages for how the keltner channels are smoothed. And a note: because the UMA and RDMA are averages of different length MAs, they can not be adjusted other than via the multiplier that sets the distance from the moving average. The indicator is multi-timeframe, and the moving average can be colored based on a higher timeframe as well. I popped in the divergence indicator here too. You can choose from RSI and OBV, and the divergences will be plotted on the chart. Working on finding a way to be able to have the bands/MA set to a higher timeframe while plotting the divergences on the chart timeframe, but don't have an answer to that yet. Alerts for moving average crosses, band touches, and divergences. I like this one a lot. Enjoy! Pictures below. s3.tradingview.com One interesting thing about this indicator is that band twists often occur at areas of support or resistance. Simply drawing horizontal lines from previous twisted points can provide places from which you may look for strength or weakness to enter into a trade, or which you might use as targets for taking profits. The vertical lines are just showing the point on the chart when the cross occurred. s3.tradingview.com Above is a Jurik MA with a bunch of adjustments made to the bands, and the moving average itself. Everything is super adjustable, so you can play around and have fun with them quite a bit. s3.tradingview.com Just a different MA and bands. s3.tradingview.com
Pine Script™ indicator
by ClassicScott
10
TSI in Dynamic Zones with Divergence and Pivot PointsTrue Strength Index , or TSI is considered a "leading indicator" - in contrast to a "lagging indicator" just as Moving Averages it does not show a confirmation what already happened, but it shows what can happen in the future. For example: The chart is climbing while the TSI oscillator is slowly declining, gets weaker and weaker, maybe even prints bearish divergences? That means that a reversal might be occurring soon. Leading indicators are best paired with Stop and Resistance Lines, General Trendlines , Fib Retracements etc. Your chart is approaching a very important Resistance Trendline but the TSI shows a very positive signal? That means there is a high probability that the Resistance is going to be pushed through and becomes Support in the future. What are those circles? -These are Divergences. Red for Regular-Bearish. Orange for Hidden-Bearish. Green for Regular-Bullish. Aqua for Hidden-Bullish. What are those triangles? - These are Pivots . They show when the TSI oscillator might reverse, this is important to know because many times the price action follows this move. What are these blue or orange areas? - Those are dynamic zones. For the analysis of the TSI its important to know if the indicator is in a state of oversold or overbought to filter out ranging price movement. Normally those zones are static, in this version of the TSI oscillator dynamic zones were added to show a dynamic calculation whether the TSI oscillator is oversold, overbought or ranging. Please keep in mind that this indicator is a tool and not a strategy, do not blindly trade signals, do your own research first! Use this indicator in conjunction with other indicators to get multiple confirmations.
Pine Script™ indicator
by AdonisWerther
23
+ Donchian ChannelsThis version of Donchian Channels uses two source options so that one can create a channel using highs and lows rather than one or the other or closes. My thinking was that this would create a more accurate portrayal of price action (or at least contain the greatest scope of it) as seen through the lens of a Donchian Channel. This was actually part of the genesis of my idea around my Ultimate Moving Average. Besides the single top and bottom plot for the DC's extremities, I've enabled the ability to create outer bands with a variable width that the user can adjust to their preference. I think it's quite nice. I use it in the DC in my other non-overlay indicators. Besides this additional functionality, the indicator has options to plot lines between the basis and the upper and lower bands, so, basically, splitting the upper and lower channel in half. There is no magic number to the lookback. I chose 233 as default because it's a fibonacci sequence number and I'm more interested in using the DC like a very long period bias indicator, and the longer lookback gives a much wider window (because highs and lows are so spread apart) with which other faster indicators (supertrend, shorter period moving averages, etc.) can work without making the screen a clutter. The color of the basis may also be made relevant to higher timeframe information. What I mean by this is that you can set it so that the basis of the current timeframe is colored based on the candle close of the higher timeframe of your choosing. If you're looking at an hourly chart, and you set the color to Daily, the basis will be colored based on the candle close (above or below the basis) of the previous day. If the previous daily close was above the basis, that positive color will be reflected in the basis, even if the current hourly candle closes are below the hourly basis. This could potentially be useful for setting a higher timeframe directional bias and reacting off price crossing the lower timeframe basis (or whatever your trigger for entering a trade might be). This is also optional in my Ultimate Moving Average indicator. You can also set the entire indicator to whatever time frame you want if you want to see where the actual basis, or other levels are on that higher timeframe. Further additions include fibonacci retracement levels. These are calculated off the high and the low of the Donchian Channels themselves. You will see that there are only three retracement levels (.786, .705, .382), one of which is not a fib level, but what some people call the 'OTE,' or optimal trade entry. If you want more info on the OTE just web search it. So, why no .618 or .236? Reason being that the .618 overlaps the .382, and the .236 is extremely close to the .786. This sounds confusing, but the retracement levels I'm using are derived from the high and low, so it was unnecessary to have all five levels from each. I could have just calculated from the high, or just from the low, and used all the levels, but I chose to just calculate three levels from the high and three from the low because that gives a sort of mirror image balance, and that appeals to me, and the utility of the indicator is the same. The plot lines are all colored, and I've filled certain zones between them. There is a center zone filled between both .382 levels, and an upper and lower zone filled between the .786 and either the high or the low. If you like the colored zones, but don't like the plots because they cause screen compression, turn off the plots under the "style" tab. There are alerts for candle closes across every line. I should state that, regarding the fibs, obviously the length of the Channels is going to affect to what levels price retraces to. A shorter lookback means you will see more changes in highs and lows, and therefore retraces are often going to be full retraces within the bands unless price is trending hard. A longer lookback means you will see smaller retraces. Using this in conjunction with key high timeframe levels and/or a moving average can give great confidence in a trade entry. Additionally, if you have a short bias it may help in finding levels or entering a trade on a pullback. It could also be good for trade targets. But again, the lookback you choose for this indicator is going to dictate its use in the system you're building or already have. A 9 EMA and a 200 EMA, while fundamentally the same, are going to be used somewhat differently while doing your chart analysis. Additional images below. Same image as main, but with supertrend and my +UMA to help with chart analysis. Image with the fib stuff turned on. Zoomed out image with the same. Shorter lookback period. Zoomed in image of shorter lookback.
Pine Script™ indicator
by ClassicScott
14
Bollinger Bands Fibonacci Ratios StrategyHello, everyone! We have just released an innovative strategy for TradingView. It allows you to identify price pivot points and volatility. This strategy is: User-friendly Configurable Equipped with Bollinger Bands and smoothed ATR to measure volatility Features Thanks to the BB Fibo strategy, you can: Trade stocks and commodities. Identify price pivot points. Choose any band for trading Long or Short positions. Swap upper and lower bands applying Use Reverse Buy/Sell parameters. Note! The upper bands are for the Long position. The lower bands are for the Short positions. Parameters We have equipped our strategy with more than 14 additional parameters. So, you can configure the EA according to your needs! Inputs: Length Source: Open, High, Low, Close, HL2, HLC3, OHLC4 Offset Fibonacci Ratio 1 — a Fibonacci factor for the 1st upper and lower indicator lines calculating. Fibonacci Ratio 2 — a Fibonacci factor for the 2nd upper and lower indicator lines calculating. Fibonacci Ratio 3 — a Fibonacci factor for the 3d upper and lower indicator lines calculating. Use Reverse Buy — the strategy will use lower Bollinger bands instead of upper ones. Fibonacci Buy — band selection for opening Long positions conditions. Use Reverse Sell — the strategy will use upper Bollinger bands instead of lower ones. Fibonacci Sell — band selection for opening Short positions conditions. Style: Basis — baseline color and style settings. Upper 3 — the 3d upper line color and style. Upper 2 — the 2nd upper line color and style. Upper 1 — the 1st upper line color and style. Lower 1 — the 1st lower line color and style. Lower 2 — the 2nd lower line color and style. Lower 3 — the 3d upper line color and style. Background — the background color within the 3d upper and 3d lower indicator band. Precision — the number of decimals for BB Fibo values. Note! Try BB Fibo on your demo account first before going live.
Pine Script™ strategy
by The-4xdev-company
12
Bollinger Band Width PercentileIntroducing the Bollinger Band Width Percentile Definitions : Bollinger Band Width Percentile is derived from the Bollinger Band Width indicator. It shows the percentage of bars over a specified lookback period that the Bollinger Band Width was less than the current Bollinger Band Width. Bollinger Band Width is derived from the Bollinger Bands® indicator. It quantitatively measures the width between the Upper and Lower Bands of the Bollinger Bands. Bollinger Bands® is a volatility-based indicator. It consists of three lines which are plotted in relation to a security's price. The Middle Line is typically a Simple Moving Average. The Upper and Lower Bands are typically 2 standard deviations above, and below the SMA (Middle Line). Volatility is a statistical measure of the dispersion of returns for a given security or market index, measured by the standard deviation of logarithmic returns. The Broad Concept : Quoting Tradingview specifically for commonly noted limitations of the BBW indicator which I have based this indicator on.... “ Bollinger Bands Width (BBW) outputs a Percentage Difference between the Upper Band and the Lower Band. This value is used to define the narrowness of the bands. What needs to be understood however is that a trader cannot simply look at the BBW value and determine if the Band is truly narrow or not. The significance of an instruments relative narrowness changes depending on the instrument or security in question. What is considered narrow for one security may not be for another. What is considered narrow for one security may even change within the scope of the same security depending on the timeframe. In order to accurately gauge the significance of a narrowing of the bands, a technical analyst will need to research past BBW fluctuations and price performance to increase trading accuracy. ” Here I present the Bollinger Band Width Percentile as a refinement of the BBW to somewhat overcome the limitations cited above. Much of the work researching past BBW fluctuations, and making relative comparisons is done naturally by calculating the Bollinger Band Width Percentile. This calculation also means that it can be read in a similar fashion across assets, greatly simplifying the interpretation of it. Plotted Components of the Bollinger Band Width Percentile indicator : Scale High Mid Line Scale Low BBWP plot Moving Average 1 Moving Average 2 Extreme High Alert Extreme Low Alert Bollinger Band Width Percentile Properties: BBWP Length The time period to be used in calculating the Moving average which creates the Basis for the BBW component of the BBWP. Basis Type The type of moving average to be used as the Basis for the BBW component of the BBWP. BBWP Lookback The lookback period to be used in calculating the BBWP itself. BBWP Plot settings The BBWP plot settings give a choice between a user defined solid color, and a choice of "Blue Green Red", or "Blue Red" spectrum palettes. Moving Averages Has 2 Optional User definable and adjustable moving averages of the BBWP. Visual Alerts Optional User adjustable High and low Signal columns. How to read the BBWP : A BBWP read of 95 % ... means that the current BBW level is greater than 95% of the lookback period. A BBWP read of 5 % .... means that the current BBW level is lower than 95% of the lookback period. Proposed interpretations : When the BBWP gets above 90 % and particularly when it hits 100% ... this can be a signal that volatility is reaching a maximum and that a macro High or Low is about to be set. When the BBWP gets below 10 % and particularly when it hits 0% ...... this can be a signal that volatility is reaching a minimum and that there could be a violent range breakout into a trending move. When the BBWP hits a low level < 5 % and then gets above its moving average ...... this can be an early signal that a consolidation phase is ending and a trending move is beginning. When the BBWP hits a high level > 95 % and then falls below its moving average ... this can be an early signal that a trending move is ending and a consolidation phase is beginning. Essential knowledge : The BBWP was designed with the daily timeframe in mind, but technical analysists may find use for it on other time frames also. High and Low BBWP readings do not entail any direction bias. Deeper Concepts : In finance, “mean reversion” is the assumption that a financial instrument's price will tend to move towards the average price over time. If we apply that same logic to volatility as represented here by the Bollinger band width percentile, the assumption is that the Bollinger band width percentile will tend to contract from extreme highs, and expand from extreme lows over time corresponding to repeated phases of contraction and expansion of volatility. It is clear that for most assets there are periods of directional trending behavior followed by periods of “consolidation” ( trading sideways in a range ). This often ends with a tightening range under reducing volume and volatility ( popularly known as “the squeeze” ). The squeeze typically ends with a “breakout” from the range characterized by a rapid increase in volume, and volatility when price action again trends directionally, and the cycle repeats. Typical Use Cases : The Bollinger Band Width Percentile may be especially useful for Options traders, as it can provide a bias for when Options are relatively expensive, or inexpensive from a Volatility (Vega) perspective. When the Bollinger Band Width Percentile is relatively high ( 85 percentile or above ) it may be more advantageous to be a net seller of Vega. When the Bollinger Band Width Percentile is relatively low ( 15 percentile or below ) it may be advantageous to be net long Vega. Here we examine a number of actionable signals on BTCUSD daily timeframe using the BBWP and a momentum oscillator ( using the TSI here but can equally be used with Bollinger bands, moving averages, or the traders preferred momentum oscillator ). In this first case we will examine how a spot trader and an options trader could each use a low BBWP read to alert them to a good potential trade setup. note: using a period of 30 for both the Bollinger bands and the BBWP period ( approximately a month ) and a BBWP lookback of 350 ( approximately a year ) As we see the Bollinger Bands have gradually contracted while price action trended down and the BBWP also fell consistently while below its moving average ( denoting falling volatility ) down to an extremely low level <5% until it broke above its moving average along with a break of range to the upside ( signaling the end of the consolidation at a low level and the beginning of a new trending move to the upside with expanding volatility). In this next case we will continue to follow the price action presuming that the traders have taken or locked in profit at reasonable take profit levels from the previous trade setup. Here we see the contraction of the Bollinger bands, and the BBWP alongside price action breaking below the BB Basis giving a warning that the trending move to the upside is likely over. We then see the BBWP rising and getting above its moving average while price action fails to get above the BB Basis, likewise the TSI fails to get above its signal line and actually crosses below its zeroline. The trader would normally take this as a signal that the next trending move could be to the downside. The next trending move turns out to be a dramatic downside move which causes the BBWP to hit 100% signaling that volatility is likely to hit a maximum giving good opportunities for profitable trades to the skilled trader as outlined. Limitations : Here we will look at 2 cases where blindly taking BBWP signals could cause the trader to take a failed trade. In this first example we will look at blindly taking a low volatility options trade Low Volatility and corresponding low BBWP levels do not automatically mean there has to be expansion immediately, these periods of extreme low volatility can go on for quite some time. In this second example we will look at blindly taking a high volatility spot short trade High volatility and corresponding high BBWP levels do not automatically mean there has to be a macro high and contraction of volatility immediately, these periods of extreme high volatility can also go on for quite some time, hence the famous saying "The trend is your friend until the end of the trend" and lesser well known, but equally valid saying "never try to short the top of a parabolic blow off top" Markets are variable and past performance is no guarantee of future results, this is not financial advice, I am not a financial advisor. Final thoughts The BBWP is an improvement over the BBW in my opinion, and is a novel, and useful addition to a Technical Analysts toolkit. It is not a standalone indicator and is meant to be used in conjunction with other tools for direction bias, and Good Risk Management to base sound trades off. John Bollinger has suggested using Bolliger bands, and its related indicators with two or three other non-correlated indicators that provide more direct market signals. He believes it is crucial to use indicators based on different types of data. Some of his favored technical techniques are moving average divergence/convergence (MACD), on-balance volume and relative strength index (RSI). Thanks Massive respect to John Bollinger, long-time technician of the markets, and legendary creator of both the Bollinger Bands® in the 1980´s, and the Bollinger band Width indicator in 2010 which this indicator is based on. His work continues to inspire, decades after he brought the original Bollinger Bands to the market. Much respect also to Eric Crown who gave me the fundamental knowledge of Technical Analysis, and Options trading.
Pine Script™ indicator
by The_Caretaker
53
Candle Percent Volatility by AllenlkThis indicator gives you the percentage movement of each candle. Measurements are taken between the candle High point and Low point, and also between the Open and Close and calculated in percent %. From there it smooths out the data with a moving average. This gives you an idea of how much volatility is within each candle given the time resolution of the chart. I like to use this information as a way to turn off a strategy, or select a proper time resolution for a strategy. If each candle has less than 2.5% Volatility most strategies will typically buy and sell rapidly at prices that are too close together, potentially losing money. During those times it seems best to either temporarily turn off the strategy, change the time resolution or switch to another strategy.
Pine Script™ indicator
by allenlk
2
Linear Regression Channel / Curve / Slope by DGTTʜᴇ Lɪɴᴇᴀʀ Rᴇɢʀᴇꜱꜱɪᴏɴ Cʜᴀɴɴᴇʟꜱ Linear Regression Channels are useful measure for technical and quantitative analysis in financial markets that help identifying trends and trend direction. The use of standard deviation gives traders ideas as to when prices are becoming overbought or oversold relative to the long term trend The basis of a linear regression channel    Linear Regression Line – is a line drawn according to the least-squares statistical technique which produces a best-fit line that cuts through the middle of price action, a line that best fits all the data points of interest. The resulting fitted model can be used to summarize the data, to predict unobserved values from the same system. Linear Regression Line then present basis for the channel calculations The linear regression channel    2. Upper Channel Line – A line that runs parallel to the Linear Regression Line and is usually one to two standard deviations above the Linear Regression Line.    3. Lower Channel Line – This line runs parallel to the Linear Regression Line and is usually one to two standard deviations below the Linear Regression Line. Unlike Fibonacci Channels and Andrew’s Pitchfork, Linear Regression Channels are calculated using statistical methods, both for the regression line (as expressed above) and deviation channels. Upper and Lower channel lines are presenting the idea of bell curve method, also known as a normal distribution and are calculated using standard deviation function. A standard deviation include 68% of the data points, two standard deviations include approximately 95% of the data points and any data point that appears outside two standard deviations is very rare. It is often assumed that the data points will move back toward the average, or regress and channels would allow us to see when a security is overbought or oversold and ready to revert to the mean please note : Over time, the price will move up and down, and the linear regression channel will experience changes as old prices fall off and new prices appear █  Linear Regression Study Features   Linear Regression Channel     - Linear regression line as basis     - Customizable multiple channels based on Standard Deviation     - ALERTs for the channel levels   Linear Regression Curve     - Linear regression curve as basis     - Optional : Bands based on Standard Deviation or Volatility (ATR). Bands are applied with fixed levels 1, 2 and 3 times StdDev or ATR away from the curve   Linear Regression Slope     - Optional : Up/Down slope arrows for a used defined period █  Volume / Volatility Add-Ons   High Volatile Bar Indication   Volume Spike Bar Indication   Volume Weighted Colored Bars
Pine Script™ indicator
by dgtrd
147
Moving Average Gap AnalyzerExtremely simple algorithm in order to calculate the gap between 2 simple moving averages. Analyzing perspective defines the line of color as white, green or red. This is done by checking sources of both moving averages and evaluate their past values with the mutual length respectively. Analysis is done by scoring the movements of sources. What to expect? - Higher the gap, higher the volatility. - If the analysis line is green sources have been raising (most likely bull market), if the analysis line is white the market is mostly likely close to horizontal, if the analysis line is red, sources have been decreasing gradually (most likely bear market). ps. Genuine indicator idea of me. This indicator is not a product or an idea of any group I work with. Completely clear of all types of IP.
Pine Script™ indicator
by aybarsm
3