This is a scaled version of a Forecast Oscillator, which may be used as a standalone indicator or as a filter. Scaling allows to reduce data to a standard interval, say, 0..1 or -1..1. Oftentimes, it also makes data more contrastive.
For completeness here is a naive method with seasonality. The idea behind naive method with seasonality is to take last value from same season and treat it as a forecast. Its counterpart, naive method without seasonality, involves taking last mean value, i.e forecast = sma(x, p) .
This is a continuation of my series on forecasting techniques. The idea behind the Simple Mean method is to somehow extend historical mean to the future. In this case a forecast equals to last value plus average change.
Just changed the blue Triangle, made it a little larger and underneath the bar
This is a testing project for fib levels to try out fivs on multi timeframes Thank you ShoujiSuzuki
A Study of Moving Average Types // SMA Simple // WMA Weighted // VWMA Volume Weighted // EMA Exponential // DEMA Double EMA // ALMA Arnaud Legoux // HMA Hull MA // SMMA Smoothed // LSMA Least Squares // KAMA Kaufman Adaptive // TEMA Triple EMA // ZLEMA Zero Lag // FRAMA Fractal...
This is the 20/50/100/150 mas grouped together and coloured for quick analysis The 20 can be used as the line to close a trade and is colored white
My recent discovery in terms of trading learning materials is "YTC Price Action Trader" book. It contains numerous invaluable clues, which I couldn't find anywhere else. One YTC chapter covers Candle Sentiment analysis. Watching where 'close' of the candle happens can give early hints about future market action. Most of time you get those hints before the...
English: One part of the "Commitment of Traders-Report" is the Open Interest which is shown in this indicator (source: Quandl database). Unlike my also published indicator "Open Interest-Buschi", the values here are not absolute but in a ranking system from 0 to 100 with individual time frames- The following futures are included: 30-year Bonds (ZB) 10-year...
English: One part of the "Commitment of Traders-Report" is the Open Interest which is shown in this indicator (source: Quandl database). The following futures are included: 30-year Bonds (ZB) 10-year Notes (ZN) Soybeans (ZS) Soybean Meal (ZM) Soybean Oil (ZL) Corn (ZC) Soft Red Winter Wheat (ZW) Hard Red Winter Wheat(KE) Lean Hogs (HE) Live Cattle...
Created by William Dunnigan, this indicator is a price action based indicator adapted to the crypto market. It consists of observing the highs and lows of the candles, is ideal for whether you like a slightly longer scalp, works very well in side markets.
This is a full-fledged implementation of a system presented in an unique research paper 'Profitability of Candlestick Charting Patterns in the Stock Exchange of Thailand' (2017) on candlestick charting, candlestick patterns, trend identification methods, and testing. You can easily find this paper in the Web. For example, visit: www.researchgate.net This script...
Dear all, you might wonder is there a confirmation indicator that has a high hit rate, is dependable, and could rely on the information it gives you when making a decision? Here I present an indicator I developed specifically for cryptocurrency, in the minds of eliminating fakeouts and traps. Trend is always invalid then there is a lack of volume, so by...
This update to the previous HMA-Kahlman Trend, Clipping & Trendlines script features the same structure with the three modules: - Trendlines module, - NEW Winsorizing submodule using difference-based filtering. - HMA-Kahlman Trend module. The Winsorizing submodule filters signals by a volume level, eliminating the ones with the volume below a threshold. This...
This script holds several useful functions from statistics and machine learning (ML) and takes measurement of a volume weighted distance in order to identify local trends. It attempts at applying ML techniques to time series processing, shows how different distance measures behave and gives you an arsenal of tools for your endeavors. Tested with BTCUSD. REM:...
This scriptlet is a part of an ongoing project and attempts at volume and dollar bar identification. The original idea is taken from excellent books 'Hands-On Machine Learning for Algorithmic Trading' (2019) by Stefan Jansen and 'Advances in Financial Machine Learning' (2018) by Marcos Lopez de Prado. Statement of Purpose I am an advocate of Open source and...