New Free Indicator: Correlation AnalysisAvailable in TradingView's indicators Library or directly from my profile (Correlation Analysis).
As the name suggests, this indicator is a market correlation analysis tool.
It contains two main features:
- The Curve: represents the historic correlation coefficient between the current chart and the “Reference Market” input from the settings menu. It aims to give more depth to the current correlation values found in the second feature.
- The Screener: this second feature displays all correlation coefficient values between the (max) 20 markets inputs. You can use it to create several screeners for several market types (crypto, forex, metals, etc.) or even replicate your current portfolio of investments and gauge the correlation of its components.
Aside from these two previous features, you can visually plot the variation rate from one bar to another along with the covariance coefficient (both used in the correlation calculation). Finally, a simple “signal” moving average can be applied to the correlation coefficient.
I might add alerts to this script or even turn it into a strategy to do some backtesting. Do not hesitate to contact me or comment below if this is something you would be interested in or if you have any suggestions for improvement.
Enjoy!!
Covariance
Traders' guide: 10 yr Yield + markets positively linkedFirst - if you think markets always move opposite to yields, please be open to learning something new. Covariance, in statistics, is the relationship between two random variables. This chart indicates periods of negative (blue) and positive (yellow) covariance between the 10 year yield and SPY. If you think about it, this makes sense because there are times when rising rates give investors more confidence in the economy. Traders can benefit from knowing the general relationship.
> Yields change in response to central bank activity - I cannot explain why the covariance flips
> Other factors influence markets but yield is reliable for intraday moves
> 1.77 has been key support for the yield recently, and hence for markets
> Above 1.83, markets get spooked and covariance becomes negative (you can see this in yellow boxes also)
> Below 1.74,1.73 should increase selling momentum
How am I using this information to plan trades?
> I believe yields will drop further and take markets lower, so I am looking for swing put trades
> This strong upward rally has brought indices and stocks to moving average and price resistance areas, which technically also indicate swing puts
> I have successfully day traded DIA and QQQ calls and puts using yield changes a guide
> I was too early in buying swing puts on 31 Jan, but since they expire 18Feb I can hold the loss for now
> As I finish writing this, yield moved up from 1.748 to 1.771 and markets have also been moving up - I see this as a good time to buy swing puts