Automatic Correlation Filter Task by criteria

Hello,



I want suggest what I think that would be very useful for SQX community. We face a problem with high correlation of final strategies and we have to filter manually according some criteria, deleting the correlated with lower RRDD for example.


So, I sugest to create a automatic correlation filter task that will filter strategies based on some criteria definided by the user. The criteria can be whatever stat column selected by user, for example, RRDD.


I thought the following steps for the automatic task:


1-  The user define the limit correlation acceptable.
2 - Select as reference strategy the first ranked strategy according the stat selected by the user.
3 - Compute the correlation between the reference strategy and the other strategies in databank.
4-  Check if there are strategies correlated with the reference strategy. If exists strategies correlated and they have lower rank than reference strategy, mark them with "Failed" strategies. 
5-  Select next ranked strategy (if it was not marked as failed) as reference strategy and repeat step 2 to 4 and continue this loop with all strategies.


Thanks.

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  • Votes +10
  • Project StrategyQuant X
  • Type Feature
  • Status Fixed
  • Priority Normal

History

FB
#1

lumbrjack

01.03.2020 16:20

Task created

DR
#2

mentaledge

02.03.2020 12:38
Voted for this task.
Rr
#3

Partizanas

02.03.2020 23:31
Voted for this task.
m
#4

mabi

03.03.2020 09:17
Voted for this task.
JK
#5

Insanity82007

06.03.2020 13:08
Voted for this task.
JK
#6

Insanity82007

06.03.2020 13:13
You will also need a way to normalise all existing strategies as part of the correlation testing e.g. normalise drawdown for all existing strategies to $1,000 or normalise net profit for all existing strategies to $10,000. These calculations should only be held in memory for testing and the existing strategies themselves should not be changed.
l
#7

ludvick

10.03.2020 08:36
Voted for this task.
Kc
#8

coensio

10.03.2020 13:18

similar to https://roadmap.strategyquant.com/tasks/sq4_5810


This or similar feature is a MUST TO HAVE.


Kc
#9

coensio

10.03.2020 13:18
Voted for this task.
OS
#10

trader4711

11.03.2020 19:42
Voted for this task.
h
#11

hankeys

14.03.2020 10:32
Voted for this task.
BS
#12

BobS

14.04.2020 15:33
Voted for this task.
MF
#13

Mark Fric

26.11.2020 11:11

Status changed from New to Fixed

done with the new Fit to portfolio feature

Votes: +10

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