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Quantitative Finance

Questions tagged [technical-analysis]

Security analysis methodology used to forecast the prices direction based on the past market data study.

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Advice on pattern mining python script

I'm looking for advice on the approach of this type of scan/search. I've built a number of code blocks that look at relatively simple aspects like price changes over time, volatility, volume, various ...
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262 views

How can I robustly detect dynamic support and resistance levels programmatically in Python?

I am working on a Python project to programmatically detect dynamic support and resistance levels in historical price data, particularly for forex instruments such as EUR/USD. My primary goal is to ...
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60 views

Seeking Feedback on Indicators Based Trading Strategy Project: Verification and Improvements Needed

I’m developing a stock market analysis system to help traders make informed decisions using technical indicators like RSI, SMA, OBV, ADX, and Momentum. The system analyzes historical data to generate ...
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84 views

PineScript: How to create a signal to buy or sell that uses multiple indicators like RSI, Bollinger Band, etc, at once?

So I am trying to create a signal on tradingview but the problem I am encountering is, I have a bunch of indicators, etc. that have to align and on pinescript, for those who are familiar, they have an ...
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40 views

TSI Span/Center Of Mass

When applying a double exponential moving average, such as in a TSI (True Strength Indicator), what is the resulting span/center of mass of the resulting indicator? Given the center of mass of the ...
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51 views

Empirical study of pattern recognition and prediction in stock movements

A lot of people like to look at charts of stocks, imagine they can see pictures or trends in the way the lines move, and then use that to predict what the stock is going to do in the future. Someone I ...
2 votes
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204 views

Is there a proper analysis of how profitable Technical Analysis is?

I often get spammed with tips about hammers, fibonacci sequences, ceilings etc. Usually they come with a single example of where it worked great. Given how many people keep focus on this I suspect ...
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85 views

Supertrend Indicator

I'm trying to implement the Supertrend indicator. Unfortunately, I can't calculate the values ​​that my chart software generates. At the moment, I don't fully understand my problem. You can add the ...
-1 votes
1 answer
169 views

How to compute moving average convergence divergence without using pandas ewm function?

I'm trying to compute the moving average divergence convergence (MACD) which is a technical indicator in trading. To compute MACD we have to find out exponential moving average over a certain period ...
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121 views

Automatic detection of technical patterns such as Head and Shoulder, Flag, Wedge or Double Top

To my understanding, Ta-Lib does not detect technical patterns such as Head and Shoulder, Flag, Wedge or Double Top. Is there any automatic way to detect such technical patterns?
-1 votes
1 answer
125 views

Technical analysis: Candlestick Charts [closed]

What does hollow green, full green, hollow red, full red candlesticks represent in the following chart? I know red candlestick appear when closing price is lower than opening price of the stock and ...
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324 views

Technical Analysis Indicators as input of a LSTM Neural Network ? Need advices

I'm trying to make a trading strategy by training a LSTM neural network with input features being typical technical analysis metrics: RSI, MACD, ema ratio (EMA 50 divided by EMA 200, so that the NN ...
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55 views

Do resistance levels for financial securities prices exist? [duplicate]

I know there is a large controversy about whether or not technical trading rules are profitable and research results depend on asset classes, time frames, trading costs, risk-adjusted return ...
1 vote
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132 views

ATR with direction considered?

ATR is defined without considering the direction of the move. But when the price is going up or going down, just knowing the range loses some of the big pictures. Is there a modified definition of ATR,...
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1 answer
827 views

What is the standard to compute volume profile using OHLCV data?

https://www.tradingview.com/support/solutions/43000502040-volume-profile/ Ideally, the volume profile should be computed using tick data. But such data may not be readily available. Given only OHLCV ...

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