Stock Chart Analysis and Artificial Intelligence

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Correlation Trading Platform

Correlations

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Stock Price Correlation Analysis:

Correlation Trading Platform by AiStockcharts.com

Linear correlation is a statistical analysis tool that can help to show if a relationship between 2 parameters exists. The correlation value is called the correlation coefficient and ranges from -1 to 1. A value of 1 means there is perfect correlation. -1 means perfect anti-correlation. And, a value of 0 means no correlation exists between the 2 parameters.

The default parameter used in the analysis on aistockcharts.com is the daily percentage change in stock prices for the last 60 days. A correlation coefficient value of 0.8 means that the daily percentage stock price changes between 2 stocks has shown a strong correlation. In other words, over the last 60 days the stock prices changed by about the same percentage each day. Keep in mind that correlation may or may not be significant and does not necessarily represent causation. See tool #6 below for a significance test.

Tool #0: Asset Class Matrix - Explain the scatter plots shown below.

Tool #1: Enter a ticker symbol & find it's most highly correlated (or anti-correlated) stocks.

Tool #2: Enter 2 or more ticker symbols & find their correlation values.

Tool #3: Enter ticker symbols & find their correlation values with the S&P 500.

Tool #4: Enter ticker symbols & find their correlation values with Vanguard Total Stock Market ETF (VTI).

Tool #5 (members only):

Resizable correlation plot of 2 tickers with option to change time periods and number of data points.

Tool #6: Scatter plot of daily stock price changes.

Today's market data

Stock Chart Analysis:
20-day closing lows	20-day closing highs
Closed below lower Bollinger Band	Closed above upper Bollinger Band
9-day SMA crossed below 25-day SMA	Accelerating negative sloped 20-day SMA for last 2 days
Doji candlestick	Accelerating positive sloped 20-day SMA for last 2 days
Closed up more than 5% from yesterday	Volume more than 50% higher than 20-day average volume
Closed down more than 5% from yesterday	Volume less than half of the 20-day average volume
Fast Stochastic (%K) below 5%	MACD showing 12-day EMA more than 3% above the 26-day EMA
Fast Stochastic (%K) above 95%	Close with less than 0.1% change from the close yesterday

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