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# Estimation moving average without lag

The principle of the indicator.

A simple moving average (SMA) with an averaging period (2n + 1) of bars is always obtained lagging by n bars. If SMA or other types of moving averages are the basis for making trading decisions, then their strong delay does not allow  to open positions in time and close positions, which leads to losses.

The Estimation moving average without lag (EMAWL) indicator calculates the non-lagging moving average, which is calculated at the points (Inf, n + 1) in the usual way, and at the points of the [n, 0] segment, where 0 is the last bar number, is algorithmically and there is a curvilinear sector (cover out the confidence interval) in which the line of the non-lagging moving average fits with the confidence level specified in the indicator settings. It is clear that the more the confidence probability value is taken (which by default is equal to 0.67), the wider the curvilinear sector of the confidence interval is obtained. If we take the confidence probability equal to zero, then the sector of the indicator readings at points [n, 0] will shrink to a curve, which will pass through the most probable values ​​of the non-lagging average. Statistical studies show that the price around the non-remaining average is distributed according to the Laplace law. Knowledge of the distribution law and the algorithm for calculating the most likely non-lagging average on the [n, 0] segment allow us to calculate the confidence interval sector.

Trade using the Estimation moving average without lag indicator.

If the lower border of the figure sector of the EMAWL indicator moves to the up, then there is an uptrend and you need to open positions on Buy. If the upper boundary of the curvilinear sector of the EMAWL indicator is oriented downwards, then there is a downward trend and you need to open positions on Sell. In such cases, you can be sure of the correctness of the established trend direction with the confidence level set in the indicator settings. If the upper limit of the figure sector of the EMAWL indicator moves to the up, and the lower limit moves down, then there is a flat, which serves as a signal for closing trend positions.

Indicator settings.

• Price type  - applied price. Values: Close price, Open price, High price, Low price, Median price  ((high + low)/2 - default),  Typical price ((high + low + close)/3),    Weighted  price  ((high + low + 2*close)/4).
• The averaging method   - averaging method. Values:  Simple (default), Exponential, Smoothed,  Linear  weighted.
• The averaging period    -  averaging period. Any integer (21 by default).
• Confidence probability  - Values:   from 0  to  0.999 (0.67 by default).
• Global shift - Global shift to start calculating indicator readings.  Values: any integer (0 by default).
• Paint over the confidence interval? -  Values:  true  (by default),  false.
• Color of the line.  The color of the indicator line and its figure sector.

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Green Pips
Mikhail Kortukov
グリーンピースは、位置を入力するためのポイント、および傾向の持続時間とそれを終了するためのポイントの両方を示す簡単で便利なトレンド指標で  通貨ペア、インデックス、金属-それはすべての金融商品に使用することができます。 推奨される時間枠はH1です。 インジケータの白色は減少傾向を示しています。 緑色は上昇トレンドを示しています。  これは、独立したツールとして使用したり、任意の戦略を補完することができます。   質問があったら、私に個人的なメッセージを書いて下さい。 グリーンピースは、位置を入力するためのポイント、および傾向の持続時間とそれを終了するためのポイントの両方を示す簡単で便利なトレンド指標で  通貨ペア、インデックス、金属-それはすべての金融商品に使用することができます。 推奨される時間枠はH1です。 インジケータの白色は減少傾向を示しています。 緑色は上昇トレンドを示しています。  これは、独立したツールとして使用したり、任意の戦略を補完することができます。   質問があったら、私に個人的なメッセージを書いて下さい。
115 USD
TPA True Price Action indicator reveals the true price action of the market makers through 100% non-repainting signals (except early signals mode) strictly at the close of a candle! TPA shows entries and re-entries, every time the bulls are definitely stronger than the bears and vice versa. Not to confuse with red/green candles. The shift of power gets confirmed at the earliest stage and is ONE exit strategy of several. There are available now two free parts of the TPA User Guide for our custo
168 USD
Master Pullback
Diane Helene Meline Bouiron
5 (1)
50% OFF FOR THE FIRST 5 BUYERS, PRICE WILL THEN INCREASE TO \$199.99 Master Pullback is a complete system that gives unique trading opportunities and a clear indication of the market: trend, signals as well as stop loss and take profit levels. This system has been designed to be as simple as possible and detects extreme overbought and oversold zones, support and resistance levels, as well as the major trend. You probably know the motto "the trend is your friend", this has never been truer, a
99.99 USD
PZ Mean Reversion MT4
1 (1)

299 USD
Best Currency Strength Indicator
Tumelo Rakotsoane
4.54 (46)
Advanced Currency Strength Indicator The Advanced Divergence Currency Strength Indicator. Not only it breaks down all 28 forex currency pairs and calculates the strength of individual currencies across all timeframes , but, You'll be analyzing the WHOLE forex market in 1 window (In just 1 minute) . This indicator is very powerful because it reveals the true movements of the market.  It is highly recommended to  analyze charts knowing the performance of individual currencies or the countries ec
149 USD
Matrix Arrow Indicator MT4
Juvenille Emperor Limited
5 (1)

60 USD
Trend Screener
STE S.S.COMPANY
4.72 (50)

50 USD
RoyalPrince Elliot Wave Signal Indicator
Richard Louis Pastor
5 (12)
This is an Elliot Waves Indicator Arrow for  Major Swing's  On default settings i have tested this on all Major 28 pairs  and i have had great results   Check out the comments section for more pictures and details.    AFTER PURCHASE PLEASE WRITE A COMMENT  SO I CAN SEND YOU Your Free GIFT   (Includes NON REPAINT VERSION OF SIGNAL) you have a few options of placement  and a few different options for colors.  this is a very simple and effective signal.
40 USD

Identify Trend
Aleksey Ivanov
4.36 (25)

FREE
Profit MACD
Aleksey Ivanov
5 (2)
I present an indicator for professionals. ProfitMACD is very similar to classic MACD in appearance and its functions . However, ProfitMACD is based on completely new algorithms (for example, it has only one averaging period) and is more robust, especially on small timeframes, since it filters random price walks. The classic MACD indicator (Moving Average Convergence / Divergence) is a very good indicator following the trend, based on the ratio between two moving averages, namely the EM
49 USD
Absolute Bands
Aleksey Ivanov
4.5 (4)
Principles of construction of the indicator.               The Absolute Bands (AB) indicator is reminiscent of the Bollinger Bands indicator with its appearance and functions, but only more effective for trading due to the significantly smaller number of false signals issued to them. This effectiveness of the Absolute Bands indicator is due to its robust nature.               In the Bollinger Bands indicator, on both sides of the moving average - Ma, there are lines spaced from Ma by the standa
FREE
TrueChannel
Aleksey Ivanov
5 (2)
The TrueChannel   indicator shows us the true price movement channels. This indicator resembles Donchian Channel   in its appearance, but is built on the basis of completely different principles and gives (in comparison with Donchian Channel , which is better just to use to assess volatility) more adequate trading signals.              As shown in the article , the price actually moves in channels parallel to the time axis and jumps abruptly from the previous channels to the subsequ
FREE
StatZigZag
Aleksey Ivanov
The StatZigZag  indicator looks like a regular ZigZag , but is built on the basis of completely different algorithms. The StatZigZag  indicator is a broken line built from segments of regression lines of different lengths, the beginning of each of which comes from the end of the previous segment. Each regression segment is built until the variance or spread of price around it begins to exceed a certain critical value, after which the construction of this segment ends and the constr
FREE
Alligator Analysis
Aleksey Ivanov
4.75 (4)
Indicator description.            The “ Alligator Analysis ” ( AA ) indicator allows you to build various (by averaging types and by scales) “ Alligators ” and their combinations, i.e. allows you to analyze the state of the market based on the correlation of this state with a whole range of different " Alligators ".  The classic " Alligator " by Bill Williams is based on moving averages and Fibonacci numbers, which makes it one of the best indicators now. The classic " Alligator "   is based on
FREE
Quality trend
Aleksey Ivanov
The Quality trend indicator expresses the ratio of the strength of a trend or the speed of its growth (fall) to the degree of its noisiness or a certain norm of amplitudes of chaotic fluctuations of a growing (falling) price. The position of the indicator line above zero shows an increasing trend, below zero - a falling trend, the fluctuation of the indicator line near zero shows a flat. If the indicator line begins to fluctuate rapidly around zero and approach it, then this indica
30 USD
Channel Builder
Aleksey Ivanov
4.67 (6)
The Channel Builder (CB) or Ivanov Bands indicator is a broad generalization of the Bollinger Bands indicator. First, in CB, the mean line <X> is calculated using various averaging algorithms. Secondly, the mean deviations calculated by Kolmogorov averaging are plotted on both sides of the middle line <X>.                The middle line <X>, besides the standard SMA, EMA, SMMA and LWMA averaging algorithms, can be Median = (Max + Min) / 2 sliding median (which is the default). In
FREE
PDP indicator is used for: defining price probability distributions. This allows for a detailed representation of the channel and its borders and forecast the probability of a price appearing at each segment of its fluctuations; defining the channel change moment. Operation principles and features PDP analyzes a quote history on lower timeframes and calculates a price probability distribution on higher ones. Forecast algorithms allow the indicator to calculate probability distributions and m
49 USD
Signal Bands
Aleksey Ivanov
Signal Bands is a sensitive and convenient indicator, which performs deep statistical processing of information. It allows to see on one chart (1) the price trend, (2) the clear price channel and (3) latent signs of trend change. The indicator can be used on charts of any periods, but it is especially useful for scalping due to its high sensitivity to the current market state. The functions of the indicator : First, the Signal Bands indicator draws channels into which all price fluctuations ex
49 USD
Iterative Moving Average
Aleksey Ivanov
5 (2)
Iterative Moving Average – IMA.   IMA is obtained by correcting the usual   MA.   The correction consists in addition   to MA averaged difference between the time series (X) and its MA, i.e.   IMA(X)=MA(X) + MA ( Х -MA(X)). Correction is done in several iterations (and, exactly, 2 iterations in this indicator) and with a change in the averaging period.               As a result, the time-series points begin to cluster around (on all sides) of the getting   IMA and with a smaller de
30 USD
Cunning crocodile
Aleksey Ivanov
Structure of the indicator.               The Cunning crocodile indicator consists of three moving averages (applied to the price   Median price   = (high + low)/2 ) :   1) the usual MA ( SMA , EMA , SMMA ,   LWMA )  or the mean <X> of the process X and her two generalizations 2) <XF> = <X / <X >> * <X> and 3) <XS> = <X * <X >> / <X> with the same averaging period. All three curves intersect at common points that (such an intersection in which the cunning crocodile, unlike the usual one, "never
49 USD
Sensitive Signal
Aleksey Ivanov
5 (2)

49 USD
The principle of the indicator.               The Strong Trend Flat Signal (STFS) indicator is the intersection of two, developed by the author, non-lagging moving averages with averaging periods 21 and 63.               A simple moving average (SMA) with an averaging period (2n + 1) of bars is always obtained lagging by n bars. If SMA or other types of moving averages are the basis for making trading decisions, then their strong delay does not allow  to open positions in time and close positi
30 USD
StatChannel
Aleksey Ivanov
5 (1)
The principle of the indicator.               The StatChannel ( SC ) indicator is a development of the Bollinger Bands indicator ( ВВ ).  BB is a moving average, on both sides of which two lines are drawn, separated from it by standard deviations std multiplied by the corresponding coefficient. At the same time, a moving average with an averaging period (2n + 1) bars is always obtained lagging behind n bars.  Sliding std is also lagging behind on n bars, also calculated by (2n + 1) points. Such
49 USD
StatPredict
Aleksey Ivanov

49 USD
Asummetry
Aleksey Ivanov
The principle of the indicator.                             The Asummetry  indicator allows you to predict the beginning of a change in the direction of trends, long before their visual appearance on the price chart.               The author statistically revealed that before changing the direction of the trend, the probability distribution function of the price is made as asymmetric as possible. More precisely, the price movement in any direction always pulls sideways the function of its dis
30 USD
Indicator is used for: defining price probability distributions. This allows for a detailed representation of the channel and its borders and forecast the probability of a price appearing at each segment of its fluctuations; defining the channel change moment.   Operation principles and features Indicator analyzes a quote history on lower timeframes and calculates a price probability distribution on higher ones. Forecast algorithms allow the indicator to calculate probability distributions and m
59 USD
Identify Market State
Aleksey Ivanov
5 (1)
The Identify Market State   indicator allows you to set the beginning of a new trends and pullbacks on an existing trend. This indicator can be used both for trading on scalper strategies and for long-term trading strategies.               The indicator is based on the 14 periodic DeMarker   indicator and the 8 periodic simple moving average from this indicator. Statistical studies have shown that the sharp peaks of the DeMarker   indicator curve when they drop below its minimum li
49 USD
Signal Envelopes
Aleksey Ivanov
The Signal Envelopes   indicator uses the robust filtering method based on: (1) the moving median Buff0 = <Median> = (Max {x} + Min {x}) / 2 and (2) the averaging algorithm developed by the author Buff1 = <(<Median> ) ^ (- 3)> * (<Median>) ^ 4  based on the moving median. The Signal Envelopes   indicator allows you to most accurately and with the minimum possible delay set the beginning of a new trend.  The Signal Envelopes indicator can be used both for trading according to scalpe
30 USD
Aleksey Ivanov
The principle of constructing indicator lines .               Profit Trade  indicator is very effective for trading. Profit Trade  is a deep development of the well-known Donchian channel  indicator. The upper (BlueViolet color) Dup and the lower (IndianRed) Ddn lines of the indicator are constructed in the same way as in the Donchian channel , based on the highest (high of High) and lowest (low of Low) prices for the previous n1 = 20 periods. The middle line (Gold) Dm is constructed in the sam
49 USD
Signal Channel
Aleksey Ivanov
The principle of constructing indicator lines and their meaning .               The Signal Channel   indicator uses a robust filtering method based on two moving medians applicable to the High and Low prices, i.e. the lines <High> and <Low>, where <..> is the sign of linear averaging, which are shifted by certain values ​​in an uptrend and by opposite values ​​in a downtrend, which allows you to get a narrow channel, approximately outlining each bar. Sharp kinks of the lines of such a channel a
49 USD
Robust Filter
Aleksey Ivanov
The Robust filter   indicator is based on the robust filtering algorithm developed by the author using the multi-period averaged moving median. The algorithm for this averaging is shown in the last screenshot.                The indicator calculates and shows: 1. The direction of the trend; 2. Entry and exit points of positions; 3. StopLoss   lines calculated from current price probability distributions and selected probability of closing an order by StopLoss before the trend revers
49 USD
Absolute price
Aleksey Ivanov
This   indicator is intended for professionals assessing fundamental market trends.  This indicator calculates the index of any instrument and analyzes it.              The index of the state currency shows the real purchasing power of this currency, and the dynamics of this index shows the dynamics of the economic state of the corresponding state. An analysis of the indices of both currencies included in a currency pair makes it much more reliable to identify the trend of this cur
49 USD
The Multicurrency Trend Detector ( MTD ) indicator allows you to immediately and on one chart on a selected time interval (extending from a zero bar to a bar set in the settings by the value horizon) determine the presence, direction and strength of trends in all major currencies, as well as assess the reliability of these trends.               This is achieved by calculating indices (non-relative purchasing power) of eight major currencies, namely: AUD, CAD, CHF, EUR, GBP, JPY, NZ
49 USD
The Velocity of price change   ( VP ) indicator shows the average rate of price change at those characteristic time intervals where this rate was approximately constant. The robust algorithm used in VP   to smooth out the price from its random jumps, ensures the reliability of the indicator reading, which does not react to simple price volatility and its insignificant movements.             The indicator allows you to track trends and the moments of their reversals , during which t
30 USD
Casual Channel
Aleksey Ivanov

49 USD
The indicator predicts the future values of the Stochastic indicator, which allows you to use this indicator much more efficiently.                The market has a very short memory; in any case, the information that formally describes it quickly becomes obsolete and loses its weight in the formation of the current price. Therefore, wavelet analysis is the most promising for predicting future market parameters. The author uses a number of wavelet functions (including the Morlet wave
49 USD
RVI Extrapolator
Aleksey Ivanov
The indicator predicts the future values of the Relative Vigor Index indicator, which allows you to use this indicator much more efficiently.                The market has a very short memory; in any case, the information that formally describes it quickly becomes obsolete and loses its weight in the formation of the current price. Therefore, wavelet analysis is the most promising for predicting future market parameters. The author uses a number of wavelet functions (including the
49 USD
MACD Extrapolator
Aleksey Ivanov
The indicator predicts the future values of the MACD indicator, which allows you to use this indicator much more efficiently.                The market has a very short memory; in any case, the information that formally describes it quickly becomes obsolete and loses its weight in the formation of the current price. Therefore, wavelet analysis is the most promising for predicting future market parameters. The author uses a number of wavelet functions (including the Morlet wavelet an
49 USD

Improved code reliability.

Added global shift to start calculating indicator readings (for visual estimation of the accuracy of its work)