Robust Channel [tbiktag]Introducing the Robust Channel indicator.
This indicator is based on a remarkable property of robust statistics , namely, the resistance to the presence of data points that deviate significantly from the established trend (generally speaking, outliers ). Being outlier-resistant, the Robust Channel indicator “remembers” a pre-existing trend and thus exhibits a very peculiar "lag" in case of a sharp price change. This allows high-confidence identification of such price actions as a trend reversal, range break, pullback, etc.
In the case of trending and range-bound market conditions, the price remains within the channel most of the time, fluctuating around the central line.
Technical details
The central line is calculated using the repeated median slope algorithm. For each data point in a lookback window of a user-specified Length , this method calculates the median slope of the lines that connect that point to all other points inside the window. The overall median of these median slopes is then calculated and used as an estimate of the trend slope. The algorithm is very efficient as it uses an on-the-fly procedure to update the array containing the slopes (new data pushed - old data removed).
The outer line is then calculated as the central line plus the Length -period standard deviation of the price data multiplied by a user-defined Channel Width Factor . The inner line is defined analogously below the central line.
Usage
As a stand-alone indicator, the Robust Channel can be applied similarly to the Bollinger Bands and the Keltner Channel:
A close above the outer line can be interpreted as a bullish signal and a close below the inner line as a bearish signal.
Likewise, a return to the channel from below after a break may serve as a bullish signal, while a return from above may indicate bearish sentiment.
Robust Channel can be also used to confirm chart patterns such as double tops and double bottoms.
If you like this indicator, feel free to leave your feedback in the comments below!
Buysellsignal
Chaikin Money Flow with Volume PercentsShowing the CMF, with green / red fill for positive / negative values, overlaid with Volume Percentage, displaying buying as green and positive, selling as red and negative.
Moving RegressionMoving Regression is a generalization of moving average and polynomial regression.
The procedure approximates a specified number of prior data points with a polynomial function of a user-defined degree. Then, polynomial interpolation of the last data point is used to construct a Moving Regression time series.
Application:
Moving Regression allows one to smooth noise on the analyzed chart, assess momentum, confirm trends, and establish areas of support and resistance.
In addition, it can be used as a simple stand-alone forecasting method to identify trend direction and trend reversal points. When the local polynomial is predicted to move up in the next time step, the color of the Moving Regression curve will be green. Otherwise, the color of the curve is red. This function is (de)activated using the Predict Trend Direction flag.
Selecting the model parameters:
The effects of the moving window Length and the Local Polynomial Degree are confounded. This allows for finding the optimal trade-off between noise (variance) and lag (bias). Higher Length and lower Polynomial Degree (such as 1, i.e. linear), will result in "smoother" time series but at the cost of greater lag. Increasing the Polynomial Degree to, for example, 2 (squared) while maintaining the Length will diminish the lag and thus compromise the noise-lag tradeoff.
Relation to other methods:
When the degree of the local polynomial is set to 0 (i.e., fitting data to a constant level), the Moving Regression time series exactly matches the Simple Moving Average of the same length.
Price Action Movements by RPThis is the Indicator which will enhance finding Buying and Selling opportunity on any market.
Mostly suited for day Trading and some indicator can be used for signalling stock on longer time frame.
Indicators used to create this strategy is as follows:
- Exponential Moving Average (EMA)
- Supertrend
- Volume Weighted Average Price (VWAP)
- Exponential Moving Average of Volume Weighted Average Price (MVWAP)
- Previous Day Volume Weighted Average Price (PVWAP)
- Previous Day High, Low and Close (PDH, PDL, PDC)
- And Current Day Support and Resistance points based on Previous day Price Movement.
This will indicate where to buy and Sell with Indicator based on Following criteria,
Buy Signal given,
- When Close is above Exponential Moving Average 9
- When Close is above Exponential Moving Average 21
- RSI above 55
- Supertrend is positive
- Volume is above 300 moving Average
- Close is above Volume Weighted Average Price
Sell Signal given,
- When Close is below Exponential Moving Average 9
- When Close is below Exponential Moving Average 21
- RSI below 45
- Supertrend is negative
- Volume is above 300 moving Average
- Close is below Volume Weighted Average Price
Trades can use this Study according to their need of the Indicator.
Users can Tick the indicator which they want to add on Charts to study.
Only Exponential Moving Average indicator can be used.
Only Supertrend can be used.
Volume Weighted Average Price, Previous Day Volume Weighted Average Price, Exponential Moving Average of Volume Weighted Average Price and Previous Day High, Low and Close can be used as a particular study.
Support and Resistance can be used along with Previous Day High and Previous Day Low as a particular study.
This is multipurpose Study which will help Trading Society immensely.
Thank You.
Intraday BUY/SELLBUY & SELL Scalp Signals for Crude Oil Future Contracts (Or it can be used with any scrip with good amount of Volume) based on Sma & RSI overbought/oversold alert (!) for possible reversal indication.
Take Buy position only if candle breaks the high of alert candle & for Sell positions, take position if candle breaks low of the alert candle.
Best to perform with 3 min timeframe on Crude Oil Futures
Buy/Sell IndicatorBased on logic from many top contributors here, the script utilizes LazyBear's WaveTrend Oscillator Indicator along with custom code to plot a few key components for daily trading;
Boundaries for entry and exit points which are based on a 6-day trend in OPEN/HIGH and OPEN/LOW prices.
Daily HIGH and LOW points to establish a good view of stock's movements
Entry and exit points with confidence levels. These can be treated as entry points for short to medium term investments
Entry points come in the colours of White and Lime, where white is slightly confident and lime is extremely confident
Exit points come in the colours of Maroon, and Red, where maroon is slightly confident and red is extremely confident
Each Entry and Exit point also comes without text, or with a M or H above it, where M indicates medium confidence on the point and an O indicates overconfidence.
Use Case:
The best possible use case is to enter a trade on a LIME point with O text, this means that is an overconfident entry point.
The trade should be exited on a RED point with O text, this means that is an overconfident exit point.
But you can do with the indicators as you please.
In addition to LazyBear's code, the following existing models and indicators are taken into account:
RSI of closing price over a period of 25
EMA of RSI
KINSKI Buy-Sell Signal"KINSKI Buy-Sell Signal" is an Average True Range (ATR) based trailing stop indicator.
In this version, you can change the ATR calculation method using the settings. The default method is hlc3. The HLC stands for High, Low, Close and the /3 divides the result by 3 to give you the average.
The indicator calculates the buy and sell signals using HLC3, Simple Moving Average ( SMA ) and the Exponential Moving Average ( EMA ) as soon as they cross. This indicator is useful with time intervals starting at 15m.
Have fun with it and be careful when buying and selling!
Example Chart:
SWING TRADE SIGNALSBUY & SELL Signals for higher timeframes based on Ema & Sma with RSI overbought/oversold dots for possible reversal indication.
It can be used for booking profit in the existing trade and take fresh position once the new candle breaks the high/low of alert candle depending upon the side.
Best work with 1h+ timeframes.
Trading System(Light)Combo of many useful indicators modified to suit dark theme, contains
1)Regular and Hidden Divergence Buy and Sell signals by scarf
2)Time and Money channels by Lazybear
3)Fibonacci Bollinger Bands by Rashad
4) Linear Regression Curve by ucsgears
Thanks for all the creators for the source codes!
Trading System(Dark)Combo of many useful indicators modified to suit dark theme, contains
1)Regular and Hidden Divergence Buy and Sell signals by scarf
2)Time and Money channels by Lazybear
3)Fibonacci Bollinger Bands by Rashad
4)Linear Regression Curve by ucsgears
Thanks for all the creators for the source codes!
Supertrend with EMAThere are many supertrend scripts, most uses close as source. This one uses EMA. You can change periods and factor settings by your trading strategy.
VWAP Alerts V2Alerts added to "VWAP Stdev Bands v2" by SandroTurriate
Changes
-Adjusted trigger conditions for higher signal sensitivity
-Color change on bands and signals for better readability and ease on the eyes
-Alerts added for up to 4 deviations up and down
-Re-enabled deviations 4 and 5
-Re-enabled previous close
cci based potential buy/sell signal
Commodity Channel Index Potential Buy Signal
Commodity Channel Index (CCI) is below oversold line (-200).
CCI then crosses above -100 line
Commodity Channel Index Potential Sell Signal
Commodity Channel Index (CCI) is above overbought line (+200).
CCI then crosses below +100 line.
Türkçe Açıklama;
CCI Potansiyel Al Sinyali
CCI indikatörünün -200 altında bulunduğu bölgeler aşırı satış bölgeleri,
Sonrasında aşağıdan gelerek -100 çizgisinin üzerine çıktığı yada çıkmak üzere olduğu noktalar al sinyali
CCI Potansiyel Satl Sinyali
CCI indikatörünün +200 üzerinde bulunduğu bölgeler aşırı alım bölgeleri,
Sonrasında yukarıdan inerek +100 çizgisinin altına indiği yada inmek üzere olduğu noktalar sat sinyali
Not: Tek başına kullanılması son derece hatalı sonuçlar verebilir. Sadece olabilirlik potansiyeli taşımaktadır.