topic Re: Recursion/Self referencing & year-to-date attribution effect in DAX Commands and Tips

Recursion/Self referencing & year-to-date attribution effect

JoeriT — Wed, 17 Apr 2024 07:50:45 GMT

Hello Fabric Community,

I hope you're all doing well! I'm currently working on a project where I need to calculate the year-to-date cumulative attribution effect for investment portfolio analysis in Power BI, and I've encountered a bit of a roadblock.

Here's a breakdown of the problem:

I have a formula that calculates the Year-to-date cumulative attribution effect:

Ei' = (Ei-1')(1+BRi/100) + (Ei)(1+PRi-1'/100)

where:

Ei' is the cumulative attribution effect through period i.
Ei-1' is the cumulative attribution effect in period i-1.
BRi is the benchmark return in period i.
Ei is the attribution effect in period i.
PRi-1' is the cumulative portfolio return through period i-1.

Note that on the 1st of January no historical data should be used in this formula (even though the dataset contains data from multiple years):

Ei' = (0)(1+BRi/100) + (Ei)(1+0/100)

Thus on January 1st:

Ei' = Ei

I find it difficult to implement the logic correctly, particularly the self-referencing. I read in other posts that a work-around for self-referencing in formulas is to make the formula closed-form. Could anyone provide guidance on the possibility of making this formula closed form and if possible, how to write a code for this formula that works in DAX?

Below you find some sample data and in column G the excel calculation for this formula.

	A	B	C	D	E	F	G
1	Date	Port. Total Return	Cumu. Port. Total Return	Bench. Total Return	Attribution effect	Cumulative attribution effect	Excel formula
2	1-1-2024	-0,282	-0,282	-0,222	-0,001	-0,001366	‘=E2
3	2-1-2024	-0,13	-0,411	-0,176	0,0163	0,014863917	‘=F2(1+D3/100)+E3(1+C2/100)
4	3-1-2024	-0,494	-0,903	-0,496	-0,023	-0,00787653	‘=F3(1+D4/100)+E4(1+C3/100)
5	4-1-2024	-0,177	-1,078	-0,181	0,0359	0,02771068	‘=F4(1+D5/100)+E5(1+C4/100)
6	5-1-2024	-0,02	-1,098	-0,003	-0,02	0,00814329	‘=F5(1+D6/100)+E6(1+C5/100)
7	6-1-2024	-0,252	-1,347	-0,222	-0,023	-0,01474788	‘=F6(1+D7/100)+E7(1+C6/100)

Note that column G contains the excel formulas I use to calculate column F. I want to replicate the results in column F by dax code.

Any insights or suggestions would be greatly appreciated!

Thank you in advance for your help.

Re: Recursion/Self referencing & year-to-date attribution effect

Anonymous — Wed, 17 Apr 2024 06:12:37 GMT

Hi JoeriT ,

I create a table as you mentioned.

Then I create a column and here is the DAX code.

Column = VAR CurrentDate = 'Table'[Date] VAR CurrentAttributionEffect = 'Table'[Attribution effect] VAR CurrentBenchmarkReturn = 'Table'[Bench. Total Return] VAR CurrentPortfolioReturn = 'Table'[Cumu. Port. Total Return] VAR PreviousCumulativeAttributionEffect = CALCULATE ( SUMX ( FILTER ( ALL ( 'Table' ), 'Table'[Date] < CurrentDate ), 'Table'[Cumulative attribution effect] ), ALL ( 'Table' ) ) RETURN IF ( CurrentDate = DATE ( YEAR ( CurrentDate ), 1, 1 ), CurrentAttributionEffect, PreviousCumulativeAttributionEffect * ( 1 + CurrentBenchmarkReturn / 100 ) + CurrentAttributionEffect * ( 1 + CurrentPortfolioReturn / 100 ) )

Finally you can get what you want.

Best Regards

Yilong Zhou

If this post helps, then please consider Accept it as the solution to help the other members find it more quickly.

Re: Recursion/Self referencing & year-to-date attribution effect

JoeriT — Wed, 17 Apr 2024 08:03:28 GMT

Hi Anonymous

Thank you for your reply.

My apologies. I did not include the row numbers in the sample data. I edited this now. Column G is just to clarify how I calculate Column F. I want to write a dax code that calculates Column F.