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KT Nadaraya Watson Envelope MT4

30 USD

Demo downloaded: 5

Published: 31 July 2026

Current version: 1.10

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KT Nadaraya Watson Envelope MT4

Indicators
KEENBASE SOFTWARE SOLUTIONS
KEENBASE SOFTWARE SOLUTIONS
KEENBASE SOFTWARE SOLUTIONS

India

60417
4.4 (164)
- https://www.keenbase-trading.com/
Keenbase Trading develops professional MetaTrader 4 and MetaTrader 5 indicators and Expert Advisors designed to help traders make more informed trading decisions.

326 products 4 signals 2 codes 2 topics 70 comments
Version: 1.10
Activations: 10

KT Nadaraya Watson Envelope draws a smooth centerline through price using endpoint kernel regression, then places adaptive upper and lower envelopes around it. A reversal arrow is confirmed when price closes back inside an envelope after having closed outside it.

The calculation is causal. The centerline uses the current candle and older candles only, never candles that came after. Arrows are evaluated on closed candles and stay where they print.

On the chart

Centerline coloured by direction: teal rising, crimson falling, grey flat.
Upper and lower envelopes that widen and tighten with recent price dispersion.
Bullish arrow when price closes back above the lower envelope.
Bearish arrow when price closes back inside from above the upper envelope.
Optional trend filter, requiring the centerline to agree with the signal direction.

Inputs

Smoothness: controls how closely the centerline tracks price (default 8.0).
Band Width: controls envelope distance and signal frequency (default 3.0).
Show Signal Arrows.
Use Trend Filter.
Arrow colours and size.
Popup, sound, mobile push and email alerts, each switched independently.

Alerts

Sent once per confirmed signal, at the open of the candle following the signal candle. Include symbol, timeframe, direction and closing price. Not sent retroactively on attach, and suppressed in the Strategy Tester.

For EA developers

The centerline, both envelopes and both signal buffers are exposed through iCustom for use in Expert Advisors, scanners and dashboards.

Notes

Runs on any symbol and timeframe with sufficient loaded history. Band Width is the setting worth tuning per instrument, since different markets stretch differently.

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Screenshot #1 KT Nadaraya Watson Envelope MT4

Screenshot #2 KT Nadaraya Watson Envelope MT4

Screenshot #3 KT Nadaraya Watson Envelope MT4

Screenshot #4 KT Nadaraya Watson Envelope MT4

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Breakout Signals With Trade Context ACB Breakout Arrows detects a settling phase in price followed by a directional breakout and marks the setup with a buy or sell arrow. The arrow identifies a breakout pattern. It is not a promise that every signal will become a major move. A buy arrow highlights a bullish breakout setup, while a sell arrow highlights a bearish breakout setup. Because price can retest the breakout area or return inside the previous range, check the surrounding market structure,

KT Momentum Arrows marks bullish and bearish momentum breakouts with arrows when a candle closes beyond its adaptive price bands. The bands respond to price deviation and changing volatility. A blue upward arrow confirms a close above the upper band, while a red downward arrow confirms a close below the lower band. The signal is fixed after the candle closes, so the arrow does not shift to another bar when you review the chart later. What the arrow is showing The arrow identifies the candle wher

KT COG is an advanced implementation of the center of gravity indicator presented by John F. Ehlers in the May 2002 edition of Technical Analysis of Stocks & Commodities magazine. It's a leading indicator which can be used to identify the potential reversal points with the minimum lag. The COG oscillator catches the price swings quite effectively. MT5 version of the same indicator is available here KT COG Advanced MT5 Calculation of COG The COG indicator is consist of the two lines. The main l

KT Pin Bar identifies the pin bar formation which is a type of price action pattern which depicts a sign of reversal or rejection of the trend. When combined with support and resistance, BRN and other significant levels, Pin Bar pattern proved to be a very strong sign of reversal. Basically, a pin bar is characterized by a small body relative to the bar length which is closed either in upper or lower 50% part of its length. They have very large wicks and small candle body. A pin bar candlestic

Read Trend Direction Directly on the Chart KT Trend Magic combines momentum and volatility into a color-coded line that follows price. The line gives you a continuous view of the active trend state and changes color when the calculated direction changes. Green line: shows a bullish trend state. Red line: shows a bearish trend state. Color change: marks a new directional transition on the chart. During a sustained move, the line can also serve as a dynamic chart reference for pullbacks and contin

KT Auto Fibo draws Fibonacci retracement levels based on the ongoing trend direction. The Highs and Lows are automatically selected using the Maximum and Minimum points available on the chart. You can zoom in/out and scroll to adjust the Fibonacci levels accordingly. Modes Auto: It draws the Fibonacci levels automatically based on the chart area. Manual: It draws the Fibonacci levels only one time. After that, you can change the anchor points manually. Usage: Helps to predict the future profi

KT Psar Arrows plots the arrows on chart using the standard Parabolic SAR indicator. A bullish arrow is plotted when the candle's high touch the SAR. A bearish arrow is plotted when the candle's low touch the SAR. The signals are generated in the real-time without waiting for the bar close. Features A beneficial tool for traders who want to experiment with the trading strategies that include the use of Parabolic Sar indicator. Can be used to find turning points in the market. Use custom PSAR

KT Ichimoku Trader is a fully automated expert advisor that offers five popular trading strategies based on the Ichimoku indicator. Each strategy has it's own entry and exit method without any interference to other strategies. The Ichimoku system can be applied to all major currency pairs and metals. However, we found that it performs reasonably well mainly on two pairs. MT5 Version is available here https://www.mql5.com/en/market/product/35043 Features Trade up to 5 famous trading strategi

KT Volatility oscillator analyze the past and current market data with a mathematical formula to display the result in a form of an oscillator. The growing and deteriorating waves are equivalent to high and low volatility in the asset. In a nutshell, volatility is simply a measurement of the price fluctuation of an asset over a certain period of time. Without volatility, there would not much movement in the market and traders would not be able to profit from the price movements. Use of Volatil

KT COG Robot is a fully automated Expert Advisor based on the KT COG Indicator . The COG indicator was originally presented by John F. Ehlers in the May 2002 edition of Technical Analysis of Stocks & Commodities magazine. The EA fires a long trade when COG line cross above the signal line and a short trade is fired when the COG line cross below the signal line. Adaptive Filtration Our adaptive filtration algorithm combines the original COG formula with the major trend direction and market acce

Automate the ACB Breakout Workflow ACB Breakout Arrows EA evaluates breakout signals on the attached chart and manages trades with the built-in ACB Breakout Arrows and ACB Trade Filter logic. Attach the EA to the symbol and timeframe you want it to monitor, enable automated trading, then choose the position, session, filter and exit rules that fit your test plan. The required indicators and dependencies are embedded in the EA, so no separate download is needed. Their panels are not displayed on

KT Asian Breakout carefully analyzes the range-bound market during the Asian session and then fires a long or short trade after doing some preassessment based on its inbuilt technical analysis module. The executed orders are closed within a day before the completion of the next day session. The inbuilt technical analysis module checks for the session range and compares it with the last 20 days price movement. If it finds any erratic price movement within the session, the orders are not executed

First thirty minutes are essential for a trading session. The early reaction of traders and market players sets a path for the rest of the day. KT London Breakout EA takes advantage of this phenomenon, and after analyzing the first thirty minutes of London session, it places two bidirectional pending orders. One of pending order is eventually canceled after realizing the market direction with certainty. It has been strictly tested and developed for EUR/JPY using 30-Min Time Frame. You can expe

If you trade Forex, having detailed information about the currency strength and currency pairs correlation can take your trading to new heights. The correlation will help to cut your risk in half, and strength analysis will help to maximize the profits. This indicator provides a hybrid approach for selecting the most appropriate currency pairs using the strength analysis and currency pairs correlation. How to use the Currency Strength Analysis Suppose your trading strategy provides a buying opp

KT MACD Divergence Seeker trades the regular and hidden divergence signals generated by our free indicator named KT MACD Divergence indicator. Trading the standalone divergences can be a risky affair that's why the KT MACD Divergence Seeker combines the standard divergence signals with an advanced analysis module to exploit the price inefficiencies on some FX pairs. What is the Divergence exactly? As a general conception if the price is making higher highs, then macd should also be making hig

Map the Asian Session Range KT Asian Breakout Indicator marks the high and low of a four-hour Asian-session window and watches price after the range is complete. The GMT Offset setting aligns the session with your broker's server time, while Draw Session Box controls the visible range. See the Breakout and Trade Levels Together A bullish arrow appears when price closes above the session high. A bearish arrow appears when price closes below the session low. When Draw Stoploss and Profit Targets i

KT MACD Divergence shows the regular and hidden divergences build between the price and oscillator. If your trading strategy anticipates the trend reversal, you can include the MACD regular divergence to speculate the potential turning points. And if your trading strategy based on the trend continuation, MACD hidden divergence would be a good fit. Limitations of KT MACD Divergence Using the macd divergence as a standalone entry signal can be a risky affair. Every divergence can't be interprete

KT Bollinger Bands Trader is a 100% automated expert advisor that's incorporated a mean reversion trading strategy using the Bollinger bands during the period of low volatility. Price often reacts at the upper or lower line of Bollinger bands, but a reversal not always occurs. However, there is more chance of price reversal during the time of low volatility. Entries A buy trade is activated when price correctly aligns below the bottom line of Bollinger bands. A sell trade is activated when pric

KT CCI Divergence shows the regular and hidden divergence created between the price and CCI oscillator. Divergence is one of the vital signals that depicts the upcoming price reversal in the market. Manually spotting the divergence between price and CCI can be a hectic and ambiguous task. Limitations of KT CCI Divergence Using the CCI divergence as a standalone entry signal can be risky. Every divergence can't be interpreted as a strong reversal signal. For better results, try to combine it w

KT MA Crossover draws the buy and sell arrows based on the crossover of chosen moving averages. Moreover, it also generates the appropriate alerts and displays the MFE (Most Favorable Excursion) for each successive signal. The moving average crossover is one of the primary strategies followed by traders around the world. Usually, it consists of a fast and slow moving average to find a buy and sell entry signal according to the crossover direction. Buy signal - when fast MA crosses above the slo

KT Round Numbers plots the round number levels which are also commonly known as psychological levels in the Forex world. In the context of Forex trading, round number levels are those levels in which there are two or more zeroes at the end. They are named as 00 levels on the chart. Some traders also consider the halfway points as a valid round number level. They are named as 50 levels on the chart. Use of round number levels in trading Round number levels work as strong support and resistance

Despite the popularity of inside bar pattern among the traders, using it as a standalone signal doesn't provide any edge in the market. KT Inside Bar Advanced indicator solves this problem by combining the classic inside bar pattern with the "ECE" cycle and Fibonacci extensions. Using this indicator in place of our classic inside bar indicator will provide a tremendous advantage and edge in the market. What is the ECE cycle? In financial markets, the price never moves in a straight line but u

Despite the popularity of inside bar pattern among traders, using it as a standalone entry signal doesn't provide any evidentiary advantage. KT Inside Bar Hunter trades only selected inside bar patterns using some preassessment and ECE price action cycle. Trading Strategy On successful detection of the required pattern, EA places a pending order in the direction of the forecasted price expansion phase. Pending orders are canceled if they are not triggered within the next bar. Once triggered, ac

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