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Anonymous
Not applicable

Liner Regression in DAX query and EXCEL Linest

Hi,

 

I've used the dax code to do liner regression in DAX outlined here

https://xxlbi.com/blog/simple-linear-regression-in-dax/

 

Simple linear regression =
VAR Known =
    FILTER (
        SELECTCOLUMNS (
            ALLSELECTED ( Table[Column] ),
            "Known[X]", [Measure X],
            "Known[Y]", [Measure Y]
        ),
        AND (
            NOT ( ISBLANK ( Known[X] ) ),
            NOT ( ISBLANK ( Known[Y] ) )
        )
    )
VAR Count_Items =
    COUNTROWS ( Known )
VAR Sum_X =
    SUMX ( Known, Known[X] )
VAR Sum_X2 =
    SUMX ( Known, Known[X] ^ 2 )
VAR Sum_Y =
    SUMX ( Known, Known[Y] )
VAR Sum_XY =
    SUMX ( Known, Known[X] * Known[Y] )
VAR Average_X =
    AVERAGEX ( Known, Known[X] )
VAR Average_Y =
    AVERAGEX ( Known, Known[Y] )
VAR Slope =
    DIVIDE (
        Count_Items * Sum_XY - Sum_X * Sum_Y,
        Count_Items * Sum_X2 - Sum_X ^ 2
    )
VAR Intercept =
    Average_Y - Slope * Average_X
RETURN
    Intercept + Slope * [Measure X]

 

However in the EXCEL fucntion LINEST, you can add some options to get back x, x^2 and x^3. What i'm trying to do is get this values back Linest x, linest x^2 and linest x^3. I can get the known x and y, its the bit in the linest function that does the ^{1,2,3}. Linest x is the same as the slope as i think what happens is

 

y = mx + mx^2 + mx^3 + b

 

m is the slope, b is the intercept or 1

 

 

YX ResultValue EXCEL Formula
9183 Linest-0.237507232LINEST(A2:A15,B2:B15)
6843 Slope-0.237507232SLOPE(A2:A15,B2:B15)
1998 Intercept69.48525377INTERCEPT(A2:A15,B2:B15)
9853    
5197 Linest x-0.237507232LINEST(A2:A15,B2:B15^{1})
4086 Linest x2-0.016413092LINEST(A2:A15,B2:B15^{1,2})
8777 Linest x30.000180521LINEST(A2:A15,B2:B15^{1,2,3})
1174    
5420    
3712    
6928    
3148    
9131    
2787    

 

I've tried updating the DAX to do the y = mx + mx^2 + mx^3 + b but not getting the same results, any help or suggestions???

1 REPLY 1
v-cherch-msft
Employee
Employee

Hi @Anonymous

 

It seems you may check the variable Known for your scenario. Below are some posts for your reference.

https://community.powerbi.com/t5/Quick-Measures-Gallery/Simple-Linear-Regression/td-p/247439

https://community.powerbi.com/t5/Desktop/Deming-Linear-Regression-with-DAX/td-p/9550

https://community.powerbi.com/t5/Desktop/DAX-to-create-a-Trend-line/td-p/398438

 

Regards,

Cherie

Community Support Team _ Cherie Chen
If this post helps, then please consider Accept it as the solution to help the other members find it more quickly.

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