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Kyle Lambdas

In Kyle’s model, the variable 𝜆 captures price impact. Illiquidity increases with uncertainty about v and decreases with the amount of noise

Kyle argues that the market maker must find an equilibrium between profit maximization and market efficiency.

This indicator is based on Advances in Financial Machine Learning 2018 - Marcos Lopez de Prado book, Page 288.

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The third indicator from the set for market analysis. The first one is here:  https://www.mql5.com/ru/market/product/65258 The second one is here: https://www.mql5.com/ru/market/product/65347 The indicator builds a channel of maximum price fluctuations for a specified period. Additionally, the middle of the channel is drawn. All color settings, line types are customizable. The indicator allows you to see the picture of price movement from a slightly different angle. You can use several in
PAX BDB Trade Chaos system of Bill Williams   (Bearish/Bullish divergent bar). One of the signals of the "Trade Chaos" system of Bill Williams. (First wiseman) When bar moving away from the  "Alligator" indicator and there is divergence on the Awesome Oscillator indicator, it shows a potential point of movement change. It is based on the opening/closing of the bar, the position relative to the previous ones, the Alligator and AO. When trading, the entrance is at the breakthrough of the bar(sh
RSIScalperPro
PATRICK WENNING
Introducing RSIScalperPro - the revolutionary RSI-based indicator for Metatrader 5, specifically designed for scalping in the one-minute chart. With RSIScalperPro, you'll have a powerful toolkit for precise entry and exit signals to take your trading to the next level. RSIScalperPro utilizes two different RSI indicators that provide clear signals for overbought and oversold areas. You can customize the time periods and limit values of the two RSIs according to your preferences to achieve the be
VWAP Cloud
Flavio Javier Jarabeck
4.38 (13)
Do you love VWAP? So you will love the VWAP Cloud . What is it? Is your very well known VWAP indicator plus 3-levels of Standard Deviation plotted on your chart and totally configurable by you. This way you can have real Price Support and Resistance levels. To read more about this just search the web for "VWAP Bands" "VWAP and Standard Deviation". SETTINGS VWAP Timeframe: Hourly, Daily, Weekly or Monthly. VWAP calculation Type. The classical calculation is Typical: (H+L+C)/3 Averaging Period
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Utilities
Douglas Lucio De Araujo
Indicator with 3 features - Clock : Clock independent of the chart, counting continues even when the market is closed. - Template : After setting up a configuration in any graphic, be it color patterns, indicators, zoom ... The configuration will be copied to all active graphics. - TimeFrame : Set the TimeFrame on a chart, and with just one click all the active charts will be changed to the same TimeFrame.
Easley et al. study the frequency of trades per trade size, and find that trades with round sizes are abnormally frequent. For example, the frequency rates quickly decay as a function of trade size, with the exception of round trade sizes {5, 10, 20, 25, 50, 100, 200,…}. These authors attribute this phenomenon to socalled “mouse” or “GUI” traders, that is, human traders who send orders by clicking buttons on a GUI (Graphical User Interface). In the case of the E-mini S&P 500, for example, si
UPDATE MAR/20 OBS: Please after purchase contact US via CHAT to suport. This Product is a Market Scanner based on Didi Index Indicator. He can scan all time frames of Symbols in Market Watch, client can customize according the demand, its can scan a single symbol or more than 100. Manual: Link Driver Link do Manual Video:   LINK The Scanner informs 4 kind of signals, all alerts are providing from Didi Index Indicator: 1 - Didi Index - Alert of Buy : Cross up of "Curta" short moving averag
Graphic Alignment Context
Ricardo Alexandre Laurentino
The Graphic Alignment Context (GAC) Technical Indicator measures the vertical difference of the simple average price of a financial instrument in the context of three different timeframes determined by a defined number of bars or candles (periods) to determine the strength of the buy or sell trend. sale. Ascending average prices indicate Buying strength (1), Descending average prices indicate Selling strength (-1) and any scenario different from the previous two conditions indicates Neutrality
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Big Players Last Fight
Flavio Javier Jarabeck
4.67 (3)
A very useful Price Action point is the previous day Closing VWAP. We call it Big Players Last Fight . This indicator will draw a line showing on your chart what was the last VWAP price of the previous trading session. Simple and effective. As an additional bonus, this indicator saves the VWAP value on the Public Terminal Variables, so you EA could read easily its value! Just for the "Prefix + Symbol name" on the variables list and you will see! SETTINGS How many past days back do you want to
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I recommend you to read the  product's blog  (manual) from start to end so that it is clear from the beginning what the indicator offers. This multi time frame and multi symbol supply and demand zone dashboard indicator sends alerts when the price has reached a supply/demand zone. It is also possible to use it to be alerted about regular double tops/bottoms instead of zones. It can be used with all time frames from M1 to MN. Maximum 9 time frames can be shown in the dashboard at the same time. 
Hasbrouck follows up on Kyle’s and Amihud’s ideas, and applies them to estimating the price impact coefficient based on trade-and-quote (TAQ) data. Consistent with most of the literature, Hasbrouck recommends 5-minute time-bars for sampling ticks.  This indicator is based on Advances in Financial Machine Learning 2018 - Marcos Lopez de Prado book, Page 289. --- This code can run slow when using big timeframes, it use copytick to get dollar volume, in a next version I will implement a temporary i
Phi Cubic Fractals Pack1A with FuTuRe   PACK 1A é uma melhoria sobre o Pack 1 que inclui a possibilidade de selecionar as linhas LINE 4/8/17/34/72/144/305/610 individualmente. Este produto contém os indicadores do PACK 1A (Lines + LineSAR + Channels + BTL + Ladder) + MODO FUTURO Phi Lines  - medias moveis especiais, semelhantes às MIMAs do Phicube, capazes de indicar com muita clareza tanto a tendencia como a consolidação; Phi LineSAR  - apaga ou destaca as Phi Lines para mostrar apenas as linha
Steady Bands3
Roberto Tavares
Equidistant bands indicator with calculated moving average, allows you to configure the band size and can be used freely as an entry / exit indicator. Buffer 0 = price, buffer 1 = upper band, buffer 2 = lower band. you can also configure the periods of moving averages used in the calculations and also the shift to previous bars in addition to the price that can CLOSE (default) or OPEN. Excellent for fast daily moving pairs and frequent returns.
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Relative Strength Levy Classic
Bruno Goncalves Mascarenhas
Classic RSL This is the classic indicator "Relative Strength Levy" (RSL), according to Dr. Robert Levy's study, called "The Relative Strength Concept of Common Stock Pricing", which was released as a hardcover book in late 60's of the last century. Key concept Use this indicator on various instruments to compare their relative strength: The resulting analysis values ​​will fluctuate around 1 The strongest instruments will have the highest RSL values ​​(above 1) and the weakest instruments
AI Channel
Thalles Nascimento De Carvalho
4 (4)
Welcome to the presentation of the AI Channel indicator, a powerful tool that uses artificial intelligence for price channel analysis in the financial market. In this session, we will explore how this revolutionary indicator can assist investors and traders in making more informed and strategic decisions. Let's get started! I. What is the AI Channel indicator? AI Channel is an indicator developed based on advanced artificial intelligence algorithms. It utilizes historical price data of financial
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Vwap Bands Auto
Ricardo Almeida Branco
The Vwap Bands Auto indicator seeks to automatically map the maximum market frequency ( automatic update of the outermost band ) and has two intermediate bands that also adjust to daily volatility. Another tool from White Trader that combines price and volume, in addition to mapping the daily amplitude. The external band is updated automatically when the daily maximum or minimum breaks the current frequency, and can be an input signal, seeking a return to the daily vwap. Thus, in ad
PVA Dragon
Ricardo Almeida Branco
Users of PVRSA / PVA certainly already know the Dragon indicator and its use. The Dragon works as dynamic support and resistance and can be used for scalper or trend follower. In addition to the Dragon we have the WGT (fast) and EMA (slow) averages that can show immediate movement and also trend movement. Stay tuned for the Dragon's inclination! The indicator can be used on any asset/currency pair and can be customized according to the trader's interest. See also my volume analysi
This indicator uses a different approach from the previous version to get it's trendlines. This method is derived from Orchard Forex, and the process of making the indicator is demonstrated in there video   https://www.youtube.com/watch?v=mEaiurw56wY&t=1425s . The basic idea behind this indicator is it draws a   tangent line   on the highest levels and lowest levels of the bars used for calculation, while ensuring that the lines don't intersect with the bars in review (alittle confusing? I kno
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For any trader, the result of market analysis is the correct determination of entry and exit points from the market. The ClearArrows indicator does not display any unnecessary information that may distract or mislead the trader, but only the most important thing. The indicator is very easy to use, when a down arrow appears, you need to open a SELL deal, when an up arrow appears you need to open a BUY deal. The ClearArrows indicator, despite its outward simplicity, has a large analytical algor
Vol 2 DPOC volume vol 2 DOC-dynamic horizontal volume indicator for any time periods Main settings of the indicator: Volume Source -selecting data for volumes (tick or real) DPOCOn -enabling / disabling the indicator DPOCFrom -calculation start date DPOCTo -settlement end date The indicator allows you to manually select areas on the chart to analyze changes in the maximum volume over time. You can do this by using vertical lines and moving them along the chart. Or by setting specific dates
Fight Zone
Tiago Viger Ortiz
Vertical bar chart of candles! What is it This indicator creates a vertical bar chart of all visible candles corresponding to the amount of candles that the bars cross. The goal of this indicator is to easily check the places or regions where the candles concentrate. Those regions are a good place to place positions because they have a increased chance of staying more time there again. It's hard to explain in words the exactly working of this indicator, we suggest you watch the video, it i
VWAP Bands Indicator
Hilario Henrique Silva Ribeiro
4.69 (13)
Do you know VWAP Bands? It is an indicator used to identify support and resistance points from the daily VWAP and you can use it to check the best entry and exit points. This indicator does not use the principle of bollinger bands. There is a difference in the calculation method. Use it according to your strategy. See the applications and what results you can get. The indicator is free and can be used on any account.
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Midpoint Bands
Emanuel Cavalcante Amorim Filho
Midpoint Bands   is a   channel-like   indicator that draws two lines on the chart - an upper band and a lower band, pointing out possible reversal levels. This is one of the indicators used in the Sapphire Strat Maker - EA Builder. Sapphire Strat Maker - EA Builder:  https://www.mql5.com/en/market/product/113907 The bands are simply calculated like this: Upper Band   = (HighestHigh[N-Periods] + LowestHigh[N-Periods])/2  Lower Band   = (LowestLow[N-Periods] + HighestLow[N-Periods])/2
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AdvancedCandleWrapper
Douglas Mbogo Ntongai
Draw as many custom candles as possible on a single chart with this special indicator. Your analysis skill will never be the same again for those who know the power that having a hawkeye view of all price action at once provides. Optimized for performance and allows customization on the appearance of candle bodies and wicks. This is an integral part of analysis at our desks, we hope it will never leave your charts too once you can use it to its full potential.
I recommend you to read the   product's blog  (manual) from start to end so that it is clear from the beginning what the indicactor offers. This multi time frame and multi symbol indicator identifies double or triple top/bottom formations or a following neckline breakout (confirmed top/bottom). It offers RSI, pin bar, engulfing, tweezer, morning/evening star filters as well divergence filter options which makes it possible to filter out only the strongest setups. The indicator can also be used
Channel Scanner MT5
Reza Aghajanpour
5 (2)
**   All Symbols   x   All Timeframes   scan just by pressing scanner button ** *** Contact me after the purchase to send you instructions and add you in "Channel Scanner group" for sharing or seeing experiences with other users. Introduction: The Channel pattern is described as the area located between two trend lines. This area is used for a measure of a trading range. In this case, the upper trend line connects price highs while the lower trend line connects price lows. Also when it comes to
TRIXs
PATRICK ANTONIO MORELO A.
5 (6)
The TRIXs Indicator is the combination of the TRIX (Triple Exponential Moving Average) indicator with the addition of a SMA (Simple Moving Average) signal. It provides signs of trend continuity and the start of a new trend. The entry and exit points of operations occur when the indicator curves cross. It performs better when combined with other indicators.
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Pepito
Arismario Verissimo Neves
Robô Pepito. Pepito é um robô para day trade em mini índice Bovespa. Desenvolvido com uma estratégia que funciona exclusivamente com o ativo WIN, melhorando assim a sua performance e visando mais Ganhos e menos Perdas. - Negociação no ativo Mini Índice (WIN) na BM&F BOVESPA; - Operações 100% day trade; - O robô vai configurado para realizar apenas uma operação ao dia, mas isso pode ser alterado nos "Parâmetros de entrada". ATENÇÃO: Tipo de conta: [x] Netting, [ ] Hedge. Ativar o horário de fu
RSImaxmin
Carlos Andrés Moya Erazo
4.5 (10)
The indicator shows when there are overprice and divergences on the RSI. In addition, it has configurable alerts, dynamic overprice levels and a special “RSI cleaner” function. The indicator that automatically calculates the premium rates! RSImaxmin is an indicator based on the Relative Strength Index (RSI) oscillator that effectively identifies changes in price trends as it reflects the relative strength of bullish movements compared to bearish movements. It is widely used by traders to measur
Horizontal volume bars, Cluster analysis, Volume profile Volume in Range gets information about the accumulated volume in a specified vertical range and period in bars. The received data is then plotted on the chart as rectangular boxes with the volume quantity inside. Usage:- The tool acts as a support resistance levels but most importantly it should be used to check in which direction the price breaks out of the significant levels formed by this indicator and then actions to be taken on correc
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FX Volume MT5
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Dragon Multi Indicator MT5
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AW Trend Predictor MT5
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4.77 (56)
The combination of trend and breakdown levels in one system. An advanced indicator algorithm filters market noise, determines the trend, entry points, as well as possible exit levels. Indicator signals are recorded in a statistical module, which allows you to select the most suitable tools, showing the effectiveness of the signal history. The indicator calculates Take Profit and Stop Loss marks. Manual and instruction ->  HERE  / MT4 version ->  HERE How to trade with the indicator:  Trading wit
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Introducing   Quantum Breakout PRO , the groundbreaking MQL5 Indicator that's transforming the way you trade Breakout Zones! Developed by a team of experienced traders with trading experience of over 13 years,   Quantum Breakout PRO   is designed to propel your trading journey to new heights with its innovative and dynamic breakout zone strategy. Quantum Breakout Indicator will give you signal arrows on breakout zones with 5 profit target zones and stop loss suggestion based on the breako
FxaccurateLS
Shiv Raj Kumawat
WHY IS OUR FXACCCURATE LS MT5 THE PROFITABLE ? PROTECT YOUR CAPITAL WITH RISK MANAGEMENT Gives entry, stop and target levels from time to time. It finds Trading opportunities by analyzing what the price is doing during established trends. POWERFUL INDICATOR FOR A RELIABLE STRATEGIES We have made these indicators with a lot of years of hard work. It is made at a very advanced level. Established trends provide dozens of trading opportunities, but most trend indicators completely ignore them!
Was: $249  Now: $99   Market Profile defines a number of day types that can help the trader to determine market behaviour. A key feature is the Value Area, representing the range of price action where 70% of trading took place. Understanding the Value Area can give traders valuable insight into market direction and establish the higher odds trade. It is an excellent addition to any system you may be using. Inspired by Jim Dalton’s book “Mind Over Markets”, this indicator is designed to suit the
Blahtech Supply Demand MT5
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4.57 (14)
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5 (5)
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4 (6)
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4.5 (8)
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4.53 (15)
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Top indicator for MT5   providing accurate signals to enter a trade without repainting! It can be applied to any financial assets:   forex, cryptocurrencies, metals, stocks, indices .  Watch  the video  (6:22) with an example of processing only one signal that paid off the indicator! MT4 version is here It will provide pretty accurate trading signals and tell you when it's best to open a trade and close it. Most traders improve their trading results during the first trading week with the help of
Auto Order Block with break of structure based on ICT and Smart Money Concepts (SMC) Futures Break of Structure ( BoS )             Order block ( OB )            Higher time frame Order block / Point of Interest ( POI )    shown on current chart           Fair value Gap ( FVG ) / Imbalance   -  MTF      ( Multi Time Frame )    HH/LL/HL/LH  -  MTF      ( Multi Time Frame )  Choch  MTF      ( Multi Time Frame )  Volume Imbalance     ,  MTF          vIMB Gap’s Equal High / Low’s     ,
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Roberto Spadim
4 (1)
This indicator get all events/countries/values from metatrader terminal calendar and print veritical lines at chart, you can configure anything with inputs (string to filter names/url/code/countries/currencies), select period to filter, nws interval before and after current time (every information about time is seconds based), you can filter importance, type, sector, unit, multiplier, impact, timemode, frequency, forecast/previous % increase/decrease interval, actual/previous % increase/decrease
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Export Deals to CSV - Excell File location: HistoryDeals/<SERVER>/<LOGIN>.<DATETIME>.csv Works as an Script, reading all DEALS in history and exporting it as a plain text CSV file There's no option to change. There's no WebRequest. There's no DLL use. I need to write 300 characters to allow this product being exposed at MQL5 market place. It's simple to use, plug it in graph and wait completion.
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1 (3)
This Indicator creates a heatmap based on depth of market of the current symbol or another symbol. Other symbol is useful when you trade futures market and a contract has 'mini' and 'full' split. For example, in Brazil (B3 - BMF&Bovespa), WDO and DOL are future Forex contract of BRL/USD (where 1 DOL = 5 WDO) and big banks work mostly with DOL (where liquidity is important). Please use with M1 timeframe , objects are too small to be displayed at higher timeframes (MT5 limit). The number of level
This indicator sends a message (notification), an email, and plays a custom sound when a Limit (Buy/Sell) or Limit Stop (Buy/Sell) or Take Profit, Stop Loss, Stop Out is executed. A user can change the sound file name, and select if they receive notifications/emails. It runs as an indicator, and only one indicator is locked (used) by a user account/login. Parameters soundFile - sound file Save your file at the terminal folder, for example: " C:\Program Files\MetaTrader 5\Sounds\Order Execute
Teclado trader, é uma BIBLIOTECA que você pode chamar no OnChartEvent para abrir posição de compra/venda/zerar, os botões padrões são: V = venda C = compra Z = zerar posições a mercado S = zerar posições opostas e depois a mercado X = zerar posições opostas Além da função de teclado, é possível mostrar os estados do ExpertAdvisor usando o MagicId, com informação de: lucro mensal, semanal, diario, e posição aberta, para isto use o OnTick, ou qualquer outro evento (OnTimer / OnTrade / OnBookEv
From https://en.wikipedia.org/wiki/Fractional_calculus: Fractional calculus  is a branch of  mathematical analysis  that studies the several different possibilities of defining  real number  powers or  complex number  powers of the  differentiation operator   D This indicator execute fracional differentiation on data, you can select the differentiation D value and execute some tweaks like execute Log(value)  before difefrentiation or execute a window normalization on last [diffNormalizeWindo
It's a simple indicator that execute GARCH(1,1) function, it can be used with basis stocks and options, when garch is bellow implied volatility probably implied volatility tend to goes down, and when garch is higher than implied volatility probably implied volatility goes up. Can be used with options trading when buying / selling volatility, for example, buy ATM put and call when garch is higher than implied volatility and sell when it's lower.
This indicator works in Brazil market, it should be used on options symbols. the indicator create 8 buffers, Delta, Gamma, Vega, Rho, Theta, Time(working days), Implied Volatility, R (interest rate), and can be used to view greeks over time. It shouldn't be used to trade, since it's cpu intensive, it's just a historic viewer, you can see what happened with greeks and teach friends :)
This indicator implements the High Low Volatility Estimator based on Advances in Financial Machine Learning 2018 - Marcos Lopez de Prado, page 284. It's a robust estimator using High/Low values from past bars (configurable). It's robusto to Gaps (open/close of days to stock markets) since it's using high/low ration and not the close price. It's interesting when you need to avoid trading at a specific level of volatility
This indicator implements the Rool Model Estimator based on Advances in Financial Machine Learning 2018 - Marcos Lopez de Prado, page 283. It's a spread estimator using trade by trade (copytick) values from last trades (configurable). It works with low liquidity markets as a robust estimator considering the covariance between price diferences. It's interesting when you need to track spread changes
This indicator implements the Corwin and Schultz Estimator based on Advances in Financial Machine Learning 2018 - Marcos Lopez de Prado, page 284. It's a spread estimator using high/low and a rolling window (configurable). It works with low liquidity markets as a robust estimator. It's interesting when you need to track spread changes, more information can be found at Marcos book.
Amihud studies the positive relationship between absolute returns and illiquidity. In particular, he computes the daily price response associated with one dollar of trading volume, and argues its value is a proxy of price impact. Despite its apparent simplicity, Hasbrouck [2009] found that daily Amihud’s lambda estimates exhibit a high rank correlation to intraday estimates of effective spread.  This indicator is based on Advances in Financial Machine Learning 2018 - Marcos Lopez de Prado book,
Hasbrouck follows up on Kyle’s and Amihud’s ideas, and applies them to estimating the price impact coefficient based on trade-and-quote (TAQ) data. Consistent with most of the literature, Hasbrouck recommends 5-minute time-bars for sampling ticks.  This indicator is based on Advances in Financial Machine Learning 2018 - Marcos Lopez de Prado book, Page 289. --- This code can run slow when using big timeframes, it use copytick to get dollar volume, in a next version I will implement a temporary i
Easley et al. [2011] proposed a high-frequency estimate of PIN, which they named volume-synchronized probability of informed trading (VPIN). This procedure adopts a volume clock, which synchronizes the data sampling with market activity. For additional details and case studies of VPIN, see Easley et al. [2013]. A number of studies have found that VPIN indeed has predictive power: Abad and Yague [2012], Bethel et al. [2012], Cheung et al. [2015], Kim et al. [2014], Song et al. [2014], Van Ness et
Easley et al. study the frequency of trades per trade size, and find that trades with round sizes are abnormally frequent. For example, the frequency rates quickly decay as a function of trade size, with the exception of round trade sizes {5, 10, 20, 25, 50, 100, 200,…}. These authors attribute this phenomenon to socalled “mouse” or “GUI” traders, that is, human traders who send orders by clicking buttons on a GUI (Graphical User Interface). In the case of the E-mini S&P 500, for example, si
A useful feature may be to determine the normal frequency of round-sized trades, and monitor deviations from that expected value. The ML algorithm could, for example, determine if a larger-than-usual proportion of round-sized trades is associated with trends, as human traders tend to bet with a fundamental view, belief, or conviction. Conversely, a lower-than-usual proportion of round-sized trades may increase the likelihood that prices will move sideways, as silicon traders do not typically hol
This script use DIDI+BB indicators and display alerts, send mail, send notifications, and play sounds. Scanner can monitor market watch using  ***MARKET***  as symbol name, with  all timeframes Inputs: media_lenta=3 media_base=8 media_longa=20 bb_periodo=20 bb_shift=0 bb_deviation=1.96 symbols - Symbol list, separated by ;   when using ***MARKET*** symbols from marketwatch will be included wait_interval_between_signals - Seconds between signals, default =60, but high frequency signals should red
This indicator represent option and basis values as a tax, using this formula: Tax = ( ( strike / ( basis - option ) ) - 1 ) * 100 It's not time based (don't use time to expire information)  You can set a fixed strike value, and a fixed basis symbol if needed. Some exchanges/brokers don't provide this information at marketdata and that's the only method to use this information when not provided.
This Service, export the account Orders/History Orders/Deals/Position on each new change. It save at a common folder with path = <DATE>\\<Server Name>.<Login>.<DATE>.<filetype>.csv Each file type have an header You can use it to receive OMS changes and source SQL Servers outside metatrader with bash scripts or others tools, each time the file change you can read it and get new updates, it works using SharedRead option when opening/flock the file.
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Version 1.1 2019.04.16
Wrong regression with constant