Parabolic SAR of KAMA [Loxx]Parabolic SAR of KAMA attempts to reduce noise and volatility from regular Parabolic SAR in order to derive more accurate trends. In addition, and to further reduce noise and enhance trend identification, PSAR of KAMA includes two calculations of efficiency ratio: 1) price change adjusted for the daily volatility; or, 2) Jurik Fractal Dimension Adaptive (explained below)
What is PSAR?
The parabolic SAR indicator, developed by J. Wells Wilder, is used by traders to determine trend direction and potential reversals in price. The indicator uses a trailing stop and reverse method called "SAR," or stop and reverse, to identify suitable exit and entry points. Traders also refer to the indicator as to the parabolic stop and reverse, parabolic SAR, or PSAR.
What is KAMA?
Developed by Perry Kaufman, Kaufman's Adaptive Moving Average (KAMA) is a moving average designed to account for market noise or volatility. KAMA will closely follow prices when the price swings are relatively small and the noise is low. KAMA will adjust when the price swings widen and follow prices from a greater distance. This trend-following indicator can be used to identify the overall trend, time turning points and filter price movements.
What is the efficiency ratio?
In statistical terms, the Efficiency Ratio tells us the fractal efficiency of price changes. ER fluctuates between 1 and 0, but these extremes are the exception, not the norm. ER would be 1 if prices moved up 10 consecutive periods or down 10 consecutive periods. ER would be zero if price is unchanged over the 10 periods.
What is Jurik Fractal Dimension?
There is a weak and a strong way to measure the random quality of a time series.
The weak way is to use the random walk index (RWI). You can download it from the Omega web site. It makes the assumption that the market is moving randomly with an average distance D per move and proposes an amount the market should have changed over N bars of time. If the market has traveled less, then the action is considered random, otherwise it's considered trending.
The problem with this method is that taking the average distance is valid for a Normal (Gaussian) distribution of price activity. However, price action is rarely Normal, with large price jumps occuring much more frequently than a Normal distribution would expect. Consequently, big jumps throw the RWI way off, producing invalid results.
The strong way is to not make any assumption regarding the distribution of price changes and, instead, measure the fractal dimension of the time series. Fractal Dimension requires a lot of data to be accurate. If you are trading 30 minute bars, use a multi-chart where this indicator is running on 5 minute bars and you are trading on 30 minute bars.
Conclusion from the combined efforts explained above:
-PSAR is a tool that identifies trends
-To reduce noise and identify trends during periods of low volatility, we calculate a PSAR on KAMA
-To enhance noise and reduction and trend identification, we attempt to derive an efficiency ratio that is less reliant on a Normal (Gaussian) distribution of price
Included:
-Customization of all variables
-Select from two different ER calculation styles
-Multiple timeframe enabled
ค้นหาในสคริปต์สำหรับ "价格在30元内股票"
sm trend analyzer█ OVERVIEW
This script is intended to provide full time frame continuity information for almost all time frames (3, 5, 15, 30, 60, 4H, Day, Week, Month, Quarter, Year)
When added, the script provides a visual indicator/table to the bottom right of the screen to view the different performance at each time frame.
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Output
Time Frames: 3min, 5min, 15min, 30min, 60min, 4 Hour, Day, Week, Month Quarter, Year
Time Frame Labels: 3, 5, 15, 30, H, 4H, D, W, M, Q, Y
Colors: Will display the colors in RED if it's a down time frame (close/current < prior close) or a GREEN if it's a up time frame (close/current > prior close), the color will be more opaque/the opacity will increase the stronger it's levels are for the time frame.
Percentage: The percentages will also display, to give you a quick visual indicator or how strong a time frame is one way or the other.
Best Practices
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Had to decouple this from the other scripts because TV limits how much you can plot/show
May be a little slow at times, analyzing a lot of time periods/data be patient.
Used to indicate who is in control, buyers or sellers.
Jul 28, 2021
Release Notes: Fix study name, add some padding (high percentages are hard to get one the whole table)
Jul 28, 2021
Release Notes: Add more space... fix logic. It's open and close not close and prior close for FTC.
Jul 28, 2021
Release Notes: Set the width to ensure the whole percentage is shown. Also stack the cells (2 rows of 6) so it's more compressed and easier to read. Added in the 2H indicator as well.
Aug 2, 2021
Release Notes: Changes: added the ability to disable/hide each box and the ability to change the time frame of each box. The boxes are sequentially numbered, 1 - 12, left to right, top to bottom. So the first box, or 1, would be the top left, 2 would be the next box, all the way to 12 at the bottom right.
Time FunctionsLibrary "TimeFunctions"
Utility functions to handle time in Pine Script
TimeframetoInt()
Returns an int that corresponds to a timeframe string:
"1" => 1
"5" => 5
"10" => 10
"15" => 15
"30" => 30
"60" => 60
"H1" => 60
"H4" => 240
"1D" => 1440
BarsSinceOpen()
Returns the number of bars that have passed since the opening of the New York Session.
Futures Exchange Sessions 2.0Description
Successor to Futures Exchange Sessions indicator. Completely rebuilt code from the ground up. Every feature has been redesigned and refactored to be the most beneficial while allowing for complete configuration by the user.
This indicator displays Futures Sessions as live boxes that expand dynamically as price moves over the time interval. These boxes make liquidity levels extremely easy to spot and visualize. It helps the user identify market structure and develop their own bias of price action. Everything about the Session boxes can be configured. Box color, border color, border style, and border width are all individually controllable. Each Future Session can be turned on or off at any time. Also, each box has their own text label (Asian Session, London Session, New York Session) and this text can be moved around the box, change color, and change size.
Previous days highs and lows (major liquidity levels) are always important to the futures trader. This indicator now allows the user to individually display the three previous days highs and low levels as lines with optional label. Each line can be independently toggled on or off and like always, every conceivable customization option is available to the user. And the labels can be moved to the right (via the Input Settings) to allow unobstructed views of candles.
The midnight EST open and 8:30 AM EST open horizontal lines (developed by the Inner Circle Trader) are returning in this indicator. But the biggest improvement is that the lines stop at the current bar or the last bar of the trading day. Additionally, the time lines are displayed on previous days so the user can easily see how the candles reacted to these important times of the day.
The Session boxes and the horizontal time lines now can be set to only display a certain number of day back. If the user wants just to see Session boxes for the previous day only, they can do that. If the user wants to see the last 15 days of boxes or lines it is very easy to increase the days back in the settings. Currently, the max days back is 80 calendar days.
Additional Images
Easily visualize and understand price action across time
Everything is customizable so the user can easily match this indicator to their color preferences
Special Notes
To turn off box session text set opacity to 0%
Boxes and horizontal time lines only display when timeframe is <= 30 minute
ICT EverythingVersion 1.0
Global Settings
• Timezone Selection
• Hide Indicator Above Specified Time
Thematic Override
• Override Colors For Dark Theme ( Colors Set for White Theme by Default )
• Override Session Highlighting Color
Session Options
• Show Historical Sessions
• Enable/Disable Session Highlighting
• Session Specific Visibility
• Session's Crucial Time Vertical Lines w/ Options
NY Midnight Line Options
• Show Historical NY Midnight Vertical Lines
• Midnight Verticle Line Options
• Show Historical NY Midnight Price Lines
• Midnight Price Line Options
Opening Price Line Options
• New York 8:30 AM Price Line Settings
• Equities Open 9:30 AM Price Line Settings
• Option to Display Historical Price Lines
HTF Levels
• Weekly Open
• Monthly Open
label Settings
• Show/Hide Label Text
• Show/Hide Label
Day of Week
• Show Day of Week at the bottom of chart w/ Time Co-ordinates Selection
••• Message Me For Link to Frequently Updated Version of This Indicator •••
Boom Hunter + Hull Suite + Volatility Oscillator StrategyTRADE CONDITIONS
Long entry:
Boom Hunter (leading indicator): Trigger line crosses over Quotient 2 line (white cross over red)
Hull Suite (trend confirmation): Price closed above hull suite line and hull suite is green (represented by horizontal line at -10 in strategy pane)
Volatility Oscillator (volatility confirmation): Volatility spike trigger line is above upper band (represented by horizontal line at -30 in strategy pane)
Short entry:
Boom Hunter (leading indicator): Trigger line crosses under Quotient 2 line (white cross under red)
Hull Suite (trend confirmation): Price closed below hull suite line and hull suite is red (represented by horizontal line at -10 in strategy pane)
Volatility Oscillator (volatility confirmation): Volatility spike trigger line is below lower band (represented by horizontal line at -30 in strategy pane)
Risk management:
Each trade risks 3% of account (configurable in settings)
SL size determined by swing low/high of previous X candles (configurable in settings) or 1 ATR if swing is less than 1 ATR
TP is calculated by Risk:Reward ratio (configurable in settings)
TIPS
Timeframe: I have found good results running on BTC/USDT 5M chart
Note: To help visual identification of trade entries and exits you may wish to add the Hull Suite and Volatility Oscillator to the chart separately. It was not possible to display them in a clear way within a single panel for the strategy. Make sure you set the settings of the auxiliary indicators to match what is in the settings of this indicator if you do decide to add them.
CREDITS
Boom Hunter Pro by veryfid
Hull Suite by InSilico
Volatility Oscillator by veryfid
OBV Overbuy+sell Oscillator[RSU]On-balance volume (OBV) is a technical trading momentum indicator that uses volume flow to predict changes in stock price. Joseph Granville first developed the OBV metric in the 1963 book Granville's New Key to Stock Market Profits.
This indicator is based on the OBV indicator and adds 2 times the standard deviation Bollinger Band to evaluate the overbought and oversold phenomenon of the OBV indicator.
The characteristics of Bollinger Bands: According to the normal distribution phenomenon, only 5% of the cases will exceed 2 times the standard deviation of the Bollinger Bands . So when it exceeds, I use colors to mark red overbought and green oversold situations.
Usage:
1.Identify trends: Identify current stock trends by OBV's 30 average line color.
2.Breakthrough:OBV Breakthrough 30 average,signal trend may reversal.
3.Oversell and overbuy:A break below overbuy could signal a temporary end to the uptrend.
4.Divergence:When the slope of the two highs is opposite to the slope of the two highs of the indicator, a trend reversal signal may occur.
RSI BGCOLOR indicatorHi
This is a standard RSI indicator.
It changes the background color to green if the RSI reading is greater than the RSI bullish value and it changes to red if the RSI is below the RSI bearish value.
It will turn black for values between RSI bullish value and RSI bearish value.
You can tweak it to your liking, for example if you'd like to detect long only trades that are above 30 then you set RSI bearish value to 0 and RSI bullish value to 30 and it will only get long signals.
P.S More confirmation indicators will be necessary
Double Ichimoku Cloud with drop-down selectable lookback periodsThis script will display two Kumo Clouds. The overlap between the clouds can be areas of high support or resistance. I've included a drop-down selector for a variety of common lookback periods. Experiments show that the 10-30-60-30 settings can be more applicable to the FOREX and Crypto markets.
CPR WITH BREAKOUTCPR with 10-30 mins Breakout
This indicator includes CPR with 15-30 mins breakout, resistance, support, previous day low, previous day high, day low and day high etc,
please backtest before use
regards
The Malayali Trader
Numbers RenkoRenko with Volume and Time in the box was developed by David Weis (Authority on Wyckoff method) and his student.
I like this style (I don't know what it is officially called) because it brings out the potential of Wyckoff method and Renko, and looks beautiful.
I can't find this style Indicator anywhere, so I made something like it, then I named "Numbers Renko" (数字 練行足 in Japanese).
Caution : This indicator only works exactly in Renko Chart.
////////// Numbers Renko General Settings //////////
Volume Divisor : To make good looking Volume Number.
ex) You set 100. When Volume is 0.056, 0.05 x 100 = 5.6. 6 is plotted in the box (Decimal are round off).
Show Only Large Renko Volume : show only Renko Volume which is larger than Average Renko Volume (it is calculated by user selected moving average, option below).
Show Renko Time : "Only Large Renko Time" show only Renko Time which is larger than Average Renko Time (it is calculated by user selected moving average, option below).
EMA period for calculation : This is used to calculate Average Renko Time and Average Renko Volume (These are used to decide Numbers colors and Candles colors). Default is EMA, You can choice SMA.
////////// Numbers Renko Coloring //////////
The Numbers in the box are color coded by compared the current Renko Volume with the Average Renko Volume.
If the current Renko Volume is 2 times larger than the ARV, Color2 will be used. If the current Renko Volume is 1.5 times larger than the ARV, Color1.5 will be used. Color1 If the current Renko Volume is larger than the ARV . Color0.5 is larger than half Athe RV and Color0 is less than or equal to half the ARV. Color1, Color1.5 and Color2 are Large Value, so only these colored Numbers are showed when use "Show Only ~ " option.
Default is Renko Volume based Color coding, You can choice Renko Time based Color coding. Therefore you can use two type coloring at the same time. ex) The Numbers Colors are Renko Volume based. Candle body, border and wick Colors are Renko Time based.
////////// Weis Wave Volume //////////
Show Effort vs Result : Weis Wave Volume divided by Wave Length.
ex) If 100 Up WWV is accumulated between 30 Up Renko Box, 100 / 30 = 3.33... will be 3.3 (Second decimal will be rounded off).
No Result Ratio : If current "Effort vs Result" is "No Result Ratio" times larger than Average Effort vs Result, Square Mark will be show. AEvsR is calculated by 5SMA.
ex) You set 1.5. If Current EvsR is 20 and AEvsR is 10, 20 > 10 x 1.5 then Square Mark will be show.
If the left and right arrows are in the same direction, the right arrow is omitted.
Show Comparison Marks : Show left side arrow by compare current value to previous previous value and show right side small arrow by compare current value to previous value.
ex) Current Up WWV is 17 and Previous Up WWV (previous previous value) is 12, left side arrow is Up. Previous Dn WWV is 20, right side small arrow is Dn.
Large Volume Ratio : If current WWV is "Large Volume Ratio" times larger than Average WWV, Large WWV color is used.
Sample layout
JaeRSI+What is JaeRSI++
🥇 It is an indicator that detects and displays the RSI of the upper frame one step at a time
- It is no different from normal RSI but, u can see the RSI of the upper frame together
- Works based on 5m 15m 1h 4h 1d 1w
🥇Also, if the RSI is (over 70↗️) or (less than 30↘️), changes the background color
- If the background color is continuous, it is recommended to check the frame one step higher
🥇 Meaning of table (table)
- "🌈", RSI, Main, Danger in order
- RSI: It is divided into 5, 15, 60, 240 and indicates the current RSI of each frame (the background color is different from RSI : 33.0 below / 67.0 above)
- Main: Estimate the mainframe
If the previous 14 candles have entered the Danger zone (RSI : below 33.0 / above 67.0) or oversold/number, the corresponding frame is marked as the main frame.
- Danger: If abnormal RSI motion is detected (beam shape) due to sudden surge/fall in a frame, it warns that the frame may be the main frame.
==================================================================================
JaeRSI++란?
🥇 상위 프레임의 RSI를 추가로 표시해 주는 RSI 지표입니다
- 일반 RSI와 알고리즘의 차이가 없으나 상위 프레임의 RSI를 함께 볼 수 있습니다 (빨간 선으로 표시)
- 5m 15m 1h 4h 1d 1w 기준으로 작동합니다
🥇또한 RSI가 (70 이상↗️) 또는 (30↘️)인 경우 배경색을 변경합니다
- 배경색이 연속적인 경우 프레임을 한 단계 높게 확인하는 것이 좋습니다
🥇표(테이블)의 의미
- 순서대로 시간프레임 , RSI , 메인 , 위험
- RSI : 5, 15, 60, 240으로 나뉘어져 각각 프레임의 현재 RSI를 나타낸다 (33.0 아래 / 67.0 위 부터 배경색이 달라짐)
- 메인 : 메인프레임을 추정한다
이전 14개 캔들안에 꺵판존(33.0 아래 / 67.0 위) or 과매도/수에 들어간 적이 있다면 해당 프레임을 메인프레임으로 표시한다
- 위험 : 어떤 프레임에서 급등/급락하여 비 정상적인 RSI의 움직임이 감지된다면(빔 형태) 해당 프레임이 메인 프레임일 수 있다고 경고한다
MTF RSI ScannerThis RSI scanner can be use to identify the relative strength of 10 symbols over multiple timeframes
it will give you a quick overview which pair is more bearish or more bullish and also signals tops and bottoms in the AVG row
light red/green cell = weak bearish (RSI = 45-35) / bullish (RSI = 55-65)
medium red/green cell = bearish (RSI = 35-25) / bullish (RSI = 65-75)
dark red/green cell = strong bearish (RSI <= 25) / bullish (RSI >= 75)
gray cell = neutral (RSI= 45-55)
Usage
If AVG (average of all 4 timeframes) falls below 30, the cell will get green, indicating a good time to enter long (buy)
If AVG (average of all 4 timeframes) rises above 70, the cell will get red, indicating a good time to enter short (sell)
Use the "MTF RSI Scanner" in combination with the "MTF Stochastic Scanner"
to find tops (RSI MTF avg >=70 AND Stochastic MTF avg >= 80)
or bottoms (RSI MTF avg <= 30 AND Stochastic MTF avg <= 20)
Here is how the two MTF scanners looked on Nov 08 2021 (ATH) »
and here how the MTF scanners looked on June 21 2022
use TradingViews Replay function to check how it would have worked in the past and when not.
As always… there NOT a single indicator that can show to the top & bottom 100% every single time. So use with caution, with other indicators and/or deeper understanding of technicals analysis ☝️☝️☝️
Settings
You can change the timeframes, symbols, RSI settings, overbought/oversold levels and colors to your liking
Drag the table onto the price chart, if you want to use it as an overlay.
NOTE:
Because of the 4x10 security requests, it can take up to 1 minute for changed settings to take effect! Please be patient 🙃
If you have any idea on how to optimise the code, please feel free to share 🙏
*** Inspired by "Binance CHOP Dashboard" from @Cazimiro and "RSI MTF Table" from @mobester16 ***
RSI by zdmreTraditional interpretations and usage of the RSI dictate that values of 70 or above suggest that a security becomes overbought or overvalued and may be primed for a trend reversal or corrective price pullback. An RSI reading of 30 or below indicates an oversold or undervalued condition.
30 = Oversold
70 = Overbought
Thanks @DieGobelMonte for your suggestion.
Bias RatioA simple indicator, but look like no one share, so I build it.
The description is copy from: baike.baidu.hk
The bias ratio is an indicator used in finance to analyze the returns of investment portfolios, and in performing due diligence.
Eight key points:
1. The deviation rate approaches zero
When the deviation rate between the stock price per share and the average line reaches the maximum percentage, it will approach the zero value, or even be lower than or higher than zero, which is a normal phenomenon.
2. 30-day average deviation rate
When the deviation rate of the stock price and the 30-day average line exceeds +16%, it is an overbought phenomenon, which is the time to sell; when it reaches below -16%, it is an oversold phenomenon and it is a time to buy.
3. The deviation rate is high
Due to the influence of the fierce battle between long and short positions, individual stocks are prone to deviate from various averages, but the number of occurrences is not large.
4. Characteristics of positive and negative deviation rate
The deviation ratio can be divided into positive deviation ratio and negative deviation ratio. If the stock price is above the average line, it is positive deviation; if the stock price is below the average line, it is negative deviation; when the stock price intersects the average line, the deviation ratio is zero. The greater the positive divergence rate, the greater the short-term profit, the higher the possibility of profit taking; the greater the negative divergence rate, the higher the possibility of short covering.
5.10-day average deviation rate
When the deviation rate between the stock price and the 10-day average line exceeds +8%, it is an overbought phenomenon, which is the time to sell; when it reaches below -8%, it is an oversold phenomenon and it is a time to buy.
6. Application of negative deviation rate
In case of negative divergence in the rising market, you can buy at the falling price, because the risk of entering the market is small.
7. Positive deviation rate application
If there is a positive deviation in the general downward trend, you can hold it back and sell it at a high price.
8. Skyrocketing
A boom in a bull market and a plunge in a bear market can lead to divergences of unexpected percentages, but they occur very rarely and for a short period of time, and can be considered a special case.
Accurate BUY & SELL 5 mins TF by RRAlways trade using 5 mins Time frame of chart.
For Buy entry always buy 1 point above the candle closing price & SL would be previous candle low or 30 points.
For Sell Entry Always Sell 1 point below the candle opening price & SL would be previous candle high or 30 points.
Do not take trades using 3 mins Time frame, as there is lot of noise. It works best with 5 mins Time frame.
I have adjusted/set according my trading pattern, if needed use the settings options to set accordingly .
Removed range highlighter to keep the chart simple.
Original Version credits to ZacVaughn
Actual Version i just set alerts and change the parameters for Crude OIL 5min Chart.
NO REPAINT.
Wait For Barclose
