Levinson-Durbin Autocorrelation Extrapolation of Price is an indicator that uses the Levinson recursion or Levinson–Durbin recursion algorithm to predict price moves. This method is commonly used in speech modeling and prediction engines.
What is Levinson recursion or Levinson–Durbin recursion?
Is a linear algebra prediction analysis that is performed once...
Fourier Extrapolation of Variety Moving Averages is a Fourier Extrapolation (forecasting) indicator that has for inputs 38 different types of moving averages along with 33 different types of sources for those moving averages. This is a forecasting indicator of the selected moving average of the selected price of the underlying ticker. This indicator will repaint,...
Itakura-Saito Autoregressive Extrapolation of Price is an indicator that uses an autoregressive analysis to predict future prices. This is a linear technique that was originally derived or speech analysis algorithms.
What is Itakura-Saito Autoregressive Analysis?
The technique of linear prediction has been available for speech analysis since the late 1960s...
Weighted Burg AR Spectral Estimate Extrapolation of Price is an indicator that uses an autoregressive spectral estimation called the Weighted Burg Algorithm. This method is commonly used in speech modeling and speech prediction engines. This method also includes Levinson–Durbin algorithm. As was already discussed previously in the following indicator:
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Helme-Nikias Weighted Burg AR-SE Extra. of Price is an indicator that uses an autoregressive spectral estimation called the Weighted Burg Algorithm, but unlike the usual WB algo, this one uses Helme-Nikias weighting. This method is commonly used in speech modeling and speech prediction engines. This is a linear method of forecasting data. You'll notice that...
I wasn't going to post this because I don't like how this calculates by puling in the Open price, but I'm posting it anyway. This does work in it's current form but there is a. better way to do this. I'll revisit this in the future.
Anyway...
The k-Nearest Neighbor algorithm (k-NN) searches for k past patterns (neighbors) that are most similar to the current...
Hodrick-Prescott Extrapolation of Price is a Hodrick-Prescott filter used to extrapolate price.
The distinctive feature of the Hodrick-Prescott filter is that it does not delay. It is calculated by minimizing the objective function.
F = Sum((y(i) - x(i))^2,i=0..n-1) + lambda*Sum((y(i+1)+y(i-1)-2*y(i))^2,i=1..n-2)
where x() - prices, y() - filter values....
Mssive credit to Motgench, Balipour and Wugamlo for this script. This script is all of their good work.
It is basically just the non-on chart version which I've slightly tweaked off their script. This can be useful to reduce the clutter on the chart itself. Releasing it in the hope that it can be useful for the community
Enjoy!
Elliott Wave Principle , developed by Ralph Nelson Elliott, proposes that the seemingly chaotic behaviour of the different financial markets isn’t actually chaotic. In fact the markets moves in predictable, repetitive cycles or waves and can be measured and forecast using Fibonacci numbers. These waves are a result of influence on investors from outside sources...
A brand new Moving Average , calculated using Momentum, Acceleration and Probability (Psychological Effect).
Momentum adjusted Moving Average(MaMA) is an indicator that measures Price Action by taking into consideration not only Price movements but also its Momentum, Acceleration and Probability. MaMA, provides faster responses comparing to the regular Moving...
Using the Bollinger Band to mark areas of Support and Resistance
The scrip finds the highest and lowest levels of the bands to mark up futures areas of interest.
If the High/Lows are being broken on the Bollinger band, or if the look back range has expired without finding new levels, the script will stop plotting them until new levels are found
I have found...
kNN-based Strategy (FX and Crypto)
Description:
This strategy uses a classic machine learning algorithm - k Nearest Neighbours (kNN) - to let you find a prediction for the next (tomorrow's, next month's, etc.) market move. Being an unsupervised machine learning algorithm, kNN is one of the most simple learning algorithms.
To do a prediction of the next market...
This moving average, in contrast to the standard, shows a slowdown of the current trend - it draws additional zones of yellow color. These zones show a possible trend reversal by 1-2 bars earlier than the standard Hull moving average. Additionally, there are arrows to enter a position and the second is the same MA for another timeframe, which can be selected in...
This script measures the correlation of the hourly RSI of 24 hours ago with the difference of price between now and the price 24 hours ago. In other words, this is an indicator which measures the predictive power of the RSI.
Green means that the price is strongly correlated with the past RSI (which is the normal state when the market is flat and there is no...
Today we'll link time series forecasting with signal processing in order to provide an original and funny trend forecasting method, the post share lot of information, if you just want to see how to use the indicator then go to the section "Using The Indicator".
Time series forecasting is an area dealing with the prediction of future values of a series by using a...
Confluence Zone Calculation for Support in Bullish Tends
(or Restance in bearish ones)
Ever wondered why sometimes the zag of an Elliot Wave zigzag is stopped after just a few points?
(Like in the given Chart where I draw a line for a typical zag action.)
It has often to do with confluence Zones. Most people think that the lower edge of a narrow range,...
kNN-based Strategy (FX and Crypto)
Description:
This update to the popular kNN-based strategy features:
improvements in the business logic,
an adjustible k value for the kNN model,
one more feature (MOM),
a streamlined signal filter and
some other minor fixes.
Now this script works in all timeframes !
I intentionally decided to...
![ALGOUSDT: Levinson-Durbin Autocorrelation Extrapolation of Price [Loxx]](https://s3.tradingview.com/m/mvUdLxSg_mid.png "Levinson-Durbin Autocorrelation Extrapolation of Price [Loxx]")
![BTCUSDT: Fourier Extrapolation of Variety Moving Averages [Loxx]](https://s3.tradingview.com/f/ffvTzAlA_mid.png "Fourier Extrapolation of Variety Moving Averages [Loxx]")
![ALGOUSDT: Itakura-Saito Autoregressive Extrapolation of Price [Loxx]](https://s3.tradingview.com/b/BKC6dFUY_mid.png "Itakura-Saito Autoregressive Extrapolation of Price [Loxx]")
![BTCUSDT: Weighted Burg AR Spectral Estimate Extrapolation of Price [Loxx]](https://s3.tradingview.com/g/G3VyvCoH_mid.png "Weighted Burg AR Spectral Estimate Extrapolation of Price [Loxx]")
![ALGOUSDT: Helme-Nikias Weighted Burg AR-SE Extra. of Price [Loxx]](https://s3.tradingview.com/8/8YbmmPCn_mid.png "Helme-Nikias Weighted Burg AR-SE Extra. of Price [Loxx]")
![GBPUSD: Nearest Neighbor Extrapolation of Price [Loxx]](https://s3.tradingview.com/p/PrvbOR2k_mid.png "Nearest Neighbor Extrapolation of Price [Loxx]")
![VIX: Hodrick-Prescott Extrapolation of Price [Loxx]](https://s3.tradingview.com/h/HCfWOt6F_mid.png "Hodrick-Prescott Extrapolation of Price [Loxx]")
![BTCUSD: Reverse Stoch [BApig Gift] - on Panel](https://s3.tradingview.com/j/JyhJff31_mid.png "Reverse Stoch [BApig Gift] - on Panel")
![EOSUSDT: Squeeze Momentum Indicator [LazyBear] vX by DGT](https://s3.tradingview.com/d/Dsr7B2xE_mid.png "Squeeze Momentum Indicator [LazyBear] vX by DGT")
