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Indicator: Vervoort Smoothed Oscillator [LazyBear]This is Mr. Sylvian Vervoort's take on improving some well-known indicators (%B and Stoch) using smoothing techniques. A combination of TEMA and WMA does a nice job smoothing out %B, derived from zero-lag “Rainbow” data series. The same Rainbow series, averaged with the typical price, smooth the Stochastic K oscillator to produce slowStoch. Vervroot's strategy for this oscillator (detailed explanation in the reference material below): - It must be bullish for a buy signal and bearish for a sell signal. This means that both the oscillators must be moving up or down. - Use the oscillators for detecting divergences. Divergence even in one is still valid. - Stoch crossing 50 is a good confirmation signal. Momentum usually is an excellent leading indicator, so keep an eye on Stoch. More info: www.traders.com www.scribd.com Complete list of my indicators (Check the comments, I keep the list updated there):

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RSI Bands, RSI %B and RSI Bandwidth RSI bands provide an intuitive way of visualizing how the price movement causes RSI to move with in its range (0-100). Upper/Lower bands signify overbought and oversold levels respectively (Default: 70/30, you can customize them via options page). These bands closely match what Constance Brown explains in her book "Technical Analysis for the Trading Professional". I have also coded up 2 scripts to visualize %B and Bandwidth, just as in BollingerBands. As you can see %B is equivalent to the actual RSI. Along with RSI_Bandwidth and %B, the bands convey a lot of information. Another tip is to render Bollinger Bands along with RSIBands...endless possibilities :) I have included all 3 scripts in the same chart, as they are all related. Since PulseWire doesn't allow sharing more than one script in the same chart, you can only "Add script" RSI Bands. If you want to use RSI %B and Bandwidth, follow this guide to "Make mine" this chart and get access to the source: drive.google.com For the complete list of my indicators, check this post:

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DEnvelope [Better Bollinger Bands]*** *** Bollinger Bands (BB) usually expand quickly after a volatility increase but contract more slowly as volatility declines. This extended time it takes for BB to contract after a volatility drop can make trading some instruments using BB alone difficult or less profitable. In the October 1998 issue of "Futures" there is an article written by Dennis McNicholl called "Better Bollinger Bands", in which the author recommends improving BB by modifying: - the center line formula & - different equations for calculating the bands. These bands, called "DEnvelope", follow price more closely and respond faster to changes in volatility with these modifications. Fore more indicators, check out my "Master Index of indicators" (Also check my published charts page for new ones I haven't added to that list): More scripts related to DEnvelope: ------------------------------------------------ - DEnvelope Bandwidth: pastebin.com - DEnvelope %B : pastebin.com Sample chart with above indicators: www.pulsewire.com

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MAC-Z Indicator [LazyBear]This indicator is a composite of MACD and Z-Score (requested by @ChartAt). The general idea is that counter-trend component of the Z-score is used to adjust/improve the trend component of the MACD. The advantage is that it is a more accurate and “assumption-free” and can more accurately describe how a market or stock actually works in a given time frame. I have also added support to smooth out the MAC-Z using Laguerre filter (Thanks @TheLark for the excellent LMA). Note that smoothing removes the "noise" component additive of Z-Score, so you may miss some good signals. By default Laguerre smoothing is OFF, I suggest playing with the Gamma to see if you can find a proper trade-off value. Theme credits --> @liw0 More info: cssanalytics.wordpress.com

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BBImpulse Indicator BBImpulse is part of the latest indicators package offered by John Bollinger. Excerpt from their market blurb (www.bbforex.com): "BBImpulse is derived from %b. Its value is the periodic change of %b, so if %b was 0.45 this period and 0.20 last period the present value of BBImpulse is 0.25. We present two reference levels on the chart, an alert level and an impulse level." "Generally the market moves in the direction of the latest alerts and/or impulses except towards the end of a move where one can take advantage of exhaustion/reversal signals from this indicator." "Ian Woodward employs BBImpulse for his Kahuna signals using key levels of 0.24 and 0.40." I added support for the following: - Highlighting alert/impulse trigger bars - Rendering the range (check options page). I noticed that the range, by itself, highlights lot of info: - Tapering in (narrowing) of range may signify topping or falling prices. - Tapering out (expanding) may signify nearing a bottom or rising prices. - Range getting "ranged" between alert or impulse levels signify a major move in the direction of the last impulse trigger. I think for this, alert level ranging intensity is greater than impulse level ranging intensity. Someone more familiar with BB will have more observations, I am sure. Please do share here so we BB noobs can learn :) For more indicators, check out my complete list here:

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Squeeze Momentum Indicator [LazyBear] Fixed a typo in the code where BB multiplier was stuck at 1.5. Thanks @ucsgears for bringing it to my notice. Updated source: pastebin.com Use the updated source instead of the what TV shows below. This is a derivative of John Carter's "TTM Squeeze" volatility indicator, as discussed in his book "Mastering the Trade" (chapter 11). Black crosses on the midline show that the market just entered a squeeze (Bollinger Bands are with in Keltner Channel). This signifies low volatility, market preparing itself for an explosive move (up or down). Gray crosses signify "Squeeze release". Mr.Carter suggests waiting till the first gray after a black cross, and taking a position in the direction of the momentum (for ex., if momentum value is above zero, go long). Exit the position when the momentum changes (increase or decrease --- signified by a color change). My (limited) experience with this shows, an additional indicator like ADX / WaveTrend, is needed to not miss good entry points. Also, Mr.Carter uses simple momentum indicator, while I have used a different method (linreg based) to plot the histogram. More info: - Book: Mastering The Trade by John F Carter List of all my indicators:

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Indicator: Premier Stochastic Oscillator The PSO, developed by Lee Leibfarth, is a rewired version of a short-period stochastic. This provides a quick response to changes in market direction. This highly sensitive indicator allows for early anticipation of price turns and can be used to establish definitive trading zones that identify potential trading opportunities. Rules as suggested by Mr.Lee: For long trades: (1) Premier stochastic crosses below 0.90 (2) premier stochastic crosses below 0.20 For short trades: (1) Premier stochastic crosses above -0.90 (2) premier stochastic crosses above -0.20 More info on the trading zones and other nuances: www.investopedia.com

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Indicator: Trend Trigger Factor Introduced by M.H.Pee, Trend Trigger Factor is designed to keep the trader trading with the trend. System rules according to the developer: * If the 15-day TTF is above 100 (indicating an uptrend), you will want to be in long positions. * If the 15-day TTF is below -100, you will want to be short. * If it is between -100 and 100, you should remain with the current position. More info: Original Article by Mr.Pee: drive.google.com

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Indicator: Price Headley Accelaration Bands [LazyBear]The Acceleration Band System was published in "Big Trends in Trading" by Price Headley in 2002. The system designed to catch stocks as they start to trend but before they go parabolic. The system is simple but supposed to be very effective. This system makes use of %R and ADX a lot to determine the entries/exits. Refer to the documents listed below for the complete set of rules. More info: * System Trading Rules: drive.google.com * www.bigtrends.com * www.slideshare.net

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Indicator: HawkEye Volume Indicator HawkEye volume, developed by Nigel Hawks, is supposed to be a premier VSA indicator. Documentation on this is scarce (looks like the training seminars/sessions conducted by the parent company cover this in detail), if you come across any (other than what I have mentioned on that chart) do let me know. I am not sure how much this resembles the commercial indicator out there as I don't have access to one (noticed the "clone" part? :) ). This is a direct port of a similar MT4 indicator. If you have access to the commercial indicator in another platform, do post some comparison results.

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Kaufman Stress Indicator Stress Indicator, first proposed by Mr. Perry Kaufman, provides an easy way for trading pairs / arbs. Kaufman's trading rules for Stress Indicator: - Decide on a pair to trade: For ex., AAPL v QQQ - Calculate the Stress Indicator (SI) for that pair - Buy the stock when SI 50 - Calculate the 60-day moving average of QQQ - If the trend of QQQ is down, hedge the stock position with QQQ equal to the risk of the stock using the 20-day ATR of each - Exit the hedge when the stock position exits, or exit the hedge when the trend of QQQ turns up - Do not trade stocks under $3 Explanation of all potential SI applications is beyond this post. For more info: - ptasite.s3.amazonaws.com - www.futuresmag.com - kaufmansignals.com - TASC 2014 March issue. Though Kaufman's Stress stategy is built on top of this Stress Indicator, I suggest reading up his full strategy guidelines before applying this. Kaufman suggests using 60SMA on the index to track the slope. I have included a custom SMA (find it in the middle pane) that can show SMA for any selected symbol. Use the guide below to import that in to your charts: drive.google.com

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Volume Flow Indicator [LazyBear]VFI,introduced by Markos Katsanos, is based on the popular On Balance Volume (OBV) but with three very important modifications: * Unlike the OBV, indicator values are no longer meaningless. Positive readings are bullish and negative bearish. * The calculation is based on the day's median (typical price) instead of the closing price. * A volatility threshold takes into account minimal price changes and another threshold eliminates excessive volume. A simplified interpretation of the VFI is: * Values above zero indicate a bullish state and the crossing of the zero line is the trigger or buy signal. * The strongest signal with all money flow indicators is of course divergence. I have exposed options to plot a signal EMA. All parameters are configurable. Markos suggests using 0.2 coeff for day trading and 0.1 for intra-day. More info: www.precisiontradingsystems.com

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ValueChart Indicator [LazyBear]This indicator displays the trend-adjusted price activity of a security. It oscillates around the zero-line. It is usually plotted as OHLC, but Pine doesn't have this support yet. So, I have rendered OHLC separately (see chart for the details). This indicator is particularly useful for ‘scalping’ in a sideways market, where there is limited movement taking place, rather than a trending market undergoing larger swing movements. I am not sure how much this resembles the commercial indicator out there as I don't have access to one. This is a direct port of a similar TOS indicator. Removed direct links.

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CM_Pivot Points_Custom Custom Pivots Indicator - Plots Yearly, Quarterly, Monthly, Weekly, and Daily Levels. I created this indicator because when you have multiple Pivots on one chart (For Example The Monthly, Weekly, And Daily Pivots), the only way to know exactly what pivot level your looking at is to color ALL S1 Pivots the same color, but create the plot types to look different. For example S1 = Bright Green with Daily being small circles, weekly being bigger circles, and monthly being even bigger crosses for example. This allows you to visually know exactly what pivot levels your looking at…Instantly without thinking. This indicator allows you to Choose any clor you want for any Pivot Level, and Choose The Plot Type.

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Indicators: Rainbow Charts Oscillator, Binary Wave and MAs Rainbow Charts, by Mel Widner, is a trend detector. It uses recursively smoothed MAs (remember, this idea was proposed back in 1997 -- it was certainly cool back then!) and also builds an oscillator out of the MAs. Oscillator bands indicate the stability range. I have also included a simple binary wave based on whether all the MAs are in an upward slope or not. If you see any value above 0.5 there, the trend is definitely up (all MAs pointing up). More info: www.traders.com Here's my complete list of indicators (With these 3, the total count should be above 100 now...will update the list later today)

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Indicator: Krivo Index [Forex]Krivo index, suggested by Richard Krivo, tries to quantify the "strength" of a currency by checking how many of its pairs are trading strongly (close above 200sma). As you can see from the chart, KI gives an excellent overview of their strength. Note how it correctly points out the JPY crash (Nov 2012). I decided to implement KI for each currency separately to be compliant with Pine requirements. Also, this enables to add only the needed currency KI scripts (for ex., just CAD_KI and USD_KI). You can add the needed currency KI scripts and merge them all together to form a chart like this. Make sure you "right click" on all and select "Scale Right" (or "Scale Left". Thing to note is all KIs shd be aligned to the same scale). I have published KI for only 5 currencies now, but can add more on request. BTW, this index is usable on all time frames. More info on KrivoIndex: ----------------------------- www.dailyfx.com JPY crashing: ----------------------------- webcache.googleusercontent.com Euro Slump: ----------------------------- www.bloomberg.com Please see the comment below for the complete list of currency pairs I used for deriving these indexes.

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Indicators: KaseCD & Kase Peak Oscillator I have included ports of 2 indicators from MT4 (not from the original commercial source). I couldn't cross check if these matched their commercial equivalents (you need to assume they don't!). If you own any of these in other platforms, appreciate if you could publish some comparison results here. Kase Peak Oscillator is the difference between two trend measurements, one for rising markets and the other for falling markets. KCD is the PeakOsc minus its own average. So, KPO takes the place of a traditional oscillator and the KCD takes place of the traditional MACD. Ms.Kase claims KCD is far more accurate than MACD. More info: - www.kaseco.com - beathespread.com Let me know if you have experience with the original indicators and are willing to help improve these clones. Thanks.

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Indicators: Chartmill Value Indicator & Random Walk Index ChartMill Value Indicator & Modified ChartMill Value Indicator : ------------------------------- Developed by Dirk Vandycke, CVI tracks how far the price spread is from its MA. Since MA keeps increasing even when price consolidates or stalls, it is very difficult for the deviation from a moving average to remain in the overbought or oversold regions for extended periods, which represents a significant improvement over other oscillators such as the RSI and Stochastic indicators. However, a simple price spread from a moving average would not be comparable across all securities, which would preclude us from using the spread in systematic strategies. Fortunately, Mr.Vandycke addresses this problem by dividing the spread by the average true range, which is dependent on both the price level and volatility of the underlying security. There is a variation of CVI called Modified CVI, which does time normalization of ATR (not the MA). This indicator supports displaying "Modified CVI" too. Check the options page. This indicator is best used with other oscillators, to confirm signals. Zero line (in this case, "1" line since the gray line is drawn at the value of 1) crossovers should also be considered as signals. I suggest tuning the OB/OS levels to match your instrument (usually it is around 0.5/-0.5 range). More info: www.traders.com Random Walk Index ------------------------- RWI is used to determine if an issue is trending or in a random trading range (like ADX/Aroon). It attempts to do this by first determining an issue's trading range. The next step is to calculate a series of RWI indexes for the maximum look-back period. The largest index move in relation to a random walk is used as today's index. Michael Poulos, inventor of RWI, recommends 2 to 7 for the short-term time frames and 8-64 for long terms. An issue is trending higher if the long term RWI of highs is greater than 1, while a downtrend is indicated if the long term RWI of lows is greater than 1. Below are some more rules developed by Mr.Poulos: - Enter a long (or close short) when the long-term RWI of the highs is greater than 1 and the short-term RWI of lows peaks above 1 - Enter short (or close long) when the long-term RWI of the lows is greater than 1 and the short-term RWI of highs peaks above 1 More info: - tradingsim.com For displaying only the histogram (as shown in the bottom pane), select "ShowOnlyHistogram" in the options page.

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Indicator: Relative Volume Indicator & Freedom Of Movement Relative Volume Indicator ------------------------------ RVI is a support-resistance technical indicator developed by Melvin E. Dickover. Unlike many conventional support and resistance indicators, the Relative Volume Indicator takes into account price-volume behavior in order to detect the supply and demand pools. These pools are marked by "Defended Price Lines" (DPLs), also introduced by the author. RVI is usually plotted as a histogram; its bars are highlighted (black, by default) when the volume is unusually large. According to the author, this happens if the indicator value exceeds 2.0, thus signifying that a possible DPL is present. DPLs are horizontal lines that run across the chart at levels defined by following conditions: * Overlapping bars: If the indicator spike (i.e., indicator is above 2.0 or a custom value) corresponds to a price bar overlapping the previous one, the previous close can be used as the DPL value. * Very large bars: If the indicator spike corresponds to a price bar of a large size, use its close price as the DPL value. * Gapping bars: If the indicator spike corresponds to a price bar gapping from the previous bar, the DPL value will depend on the gap size. Small gaps can be ignored: the author suggests using the previous close as the DPL value. When the gap is big, the close of the latter bar is used instead. * Clustering spikes: If the indicator spikes come in clusters, use the extreme close or open price of the bar corresponding to the last or next to last spike in cluster. DPLs can be used as support and resistance levels. In order confirm and refine them, RVI is used along with the FreedomOfMovement indicator discussed next. Freedom of Movement Indicator ------------------------------ FOM is a support-resistance technical indicator, also by Melvin E. Dickover. FOM is the ratio of relative effect (relative price change) to the relative effort (normalized volume), expressed in standard deviations. This value is plotted as a histogram; its bars are highlighted (black, by default( when this ratio is unusually high. These highlighted bars, or "spikes", define the positioning of the DPLs. Suggestions for placing DPLs are the same as for the Relative Volume Indicator discussed above. Note that clustering spikes provide the strongest DPLs while isolated spikes can be used to confirm and refine those provided by the Relative Volume Indicator. Coincidence of spikes of the two indicator can be considered a sign of greater strength of the DPL. More info: S&C magazine, April 2014. I am still trying these on various instruments to understand the workings more. Don't forget to share what you learn -- any use cases / ideal scenarios / gotchas, would love to hear them all.

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Indicator: Elder Impulse System According to Elder, "The Impulse System encourages you to enter a trade cautiously but exit fast, by identifying inflection points where a trend speeds up or slows down. This is the professional approach to trading, the total opposite of the amateur's style. Beginners jump into trades without thinking too much and take forever to get out, hoping and waiting for the market to turn their way." The Impulse System is based on two indicators, a 13-day exponential moving average and the MACD-Histogram. The moving average identifies the trend, while the MACD-Histogram measures momentum. As a result, the Impulse System combines trend following and momentum to identify impulses that can be traded. By default it uses your chart's time frame, but you can set it to any custom time frame via options page. Optionally, price bars can be color coded too. More info: stockcharts.com Steps to import / use custom indicators from this chart: PDF: drive.google.com

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Indicators: Volume-Weighted MACD Histogram & Sentiment Zone Osc Volume-Weighted MACD Histogram ------------------------------------------------------------------------------------- Volume-Weighted MACD Histogram, first discussed by Buff Dormeier, is a modified version of MACD study. It calculates volume-averaged Close price for finding the histogram. More info: www.moneyshow.com Sentiment Zone Oscillator ------------------------------------------------------------------------------------- Sentiment Zone Oscillator, developed by Walid Khalil, is a complementing oscillator to VZO and PZO. To quote Walid: >> The sentiment zone oscillator (SZO) is a leading contrary oscillator that measures the extreme emotions of a single market or share. >> It measures and defines both extremes, bullishness (overoptimism) and bearishness (overpessimism), that could lead to a change >> in sentiment, eventually changing the trend of the time frame under study. The SZO was devised on the belief that after several waves >> of rising prices, investors begin to get bullish on the stock with increasing confidence since the price has been rising for some time. >> The SZO measures that bullishness/bearishness and marks overbought/oversold levels. SZO has its own oversold/overbought bands. Also, when SZO goes above 7, it indicates extreme optimism. When the SZO goes below -7, it indicates extreme pessimism. More info: www.traders.com How to import / use custom indicators from this chart? ------------------------------------------------------------------------------------- PDF: drive.google.com

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Indicators: Volume Zone Indicator & Price Zone Indicator Volume Zone Indicator (VZO) and Price Zone Indicator (PZO) are by Waleed Aly Khalil. Volume Zone Indicator (VZO) ------------------------------------------------------------ VZO is a leading volume oscillator that evaluates volume in relation to the direction of the net price change on each bar. A value of 40 or above shows bullish accumulation. Low values (< 40) are bearish. Near zero or between +/- 20, the market is either in consolidation or near a break out. When VZO is near +/- 60, an end to the bull/bear run should be expected soon. If that run has been opposite to the long term price trend direction, then a reversal often will occur. Traditional way of looking at this also works: * +/- 40 levels are overbought / oversold * +/- 60 levels are extreme overbought / oversold More info: drive.google.com Price Zone Indicator (PZO) ------------------------------------------------------------ PZO is interpreted the same way as VZO (same formula with "close" substituted for "volume"). Chart Markings ------------------------------------------------------------ In the chart above, * The red circles indicate a run-end (or reversal) zones (VZO +/- 60). * Blue rectangle shows the consolidation zone (VZO betwen +/- 20) I have been trying out VZO only for a week now, but I think this has lot of potential. Give it a try, let me know what you think.

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Indicators: 6 RSI variations As we all know, as published by Wilder, RSI makes use of "CLOSE" values. You probably have experimented changing the input to hl2 or hlc3 . I have included many other RSI variations in this chart. Refer to the developers section below to learn how you can use this code in your scripts. 1) RSI with Volume --------------------------------------------- Suggested by Morris, this idea adds volume to the RSI indicator. Because volume offers one means of determining whether money is entering or leaving a market, this would provide additional information with which to make trading decisions. 2) RSI using last Open --------------------------------------------- This is RSI with yesterday's open, This basically compares two full days of price action and in the process produces a smoother RSI line. RSI of today's close is used as a signal (blue line). 3) RSI using SMA --------------------------------------------- Wilder used his own MA for calculating RSI (check my post on Wilders MA here - -- This closely resembles EMA). One of Morris's suggestion is to try out SMA. Compared to normal RSI, you will see more squiggles here. 4) RSI using EMA --------------------------------------------- Same idea as above, but using EMA. 5) RSI with Fibs --------------------------------------------- How much does RSI retrace? This makes it easy to determine that :) 6) RSI of MACD --------------------------------------------- As I mentioned earlier, RSI is a pluggable formula. You can substitute "close" with any data series to derive an index out of it. This shows RSI of MACD. Note that this is range bound. More info on RSI variations: drive.google.com For Pinescript developers: --------------------------------------------- You can substitute your favorite indicator in the RSI function. I have made the RSI calculation a separate function in all the indicators above. Following are the reusable functions (simply copy to your script and call with proper arguments): * WiMA(src, length) * calc_rsi(fv, length): This is equivalent to stock rsi() in TV. * calc_rsi_volume(fv, length) * calc_rsi_sma(fv, length) * calc_rsi_ema(fv, length) * calc_rsi_lastopen(fv, length) * calc_macd(src, fast, slow) You can also pick up fibs drawing code and put in on any indicator.

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