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I am working on a DAX formula in Power BI to perform a linear regression analysis using the LINESTX function. The goal is to predict next month's sales based on several variables from previous data. However, I am encountering an error: MDXScript(model)(201,9) when I try to run my formula. Below is the DAX formula I am using:
Next Month Fill2 =
VAR Fit = LINESTX(
CALCULATETABLE(
SUMMARIZECOLUMNS(
'Date Master'[FirstOfMonth],
"Sales", SUM('Data Sales'[Net Amount (USD)]),
"WDays", SUM('Date Master'[WorkDay]),
"RRS", CALCULATE([d day $ RRQR per Workday], 'Measures MMT'[Catagory] = "Sales"),
"SoMLBL", [start of month latBL]^.5,
"SoMOD", [StartOfMonthOrdersDue]
),
ALL('Date Master'),
'Date Master'[FirstOfMonth] >= EOMONTH(MIN(TODAY(),MAX('Date Master'[Date])), -14) + 1,
'Date Master'[FirstOfMonth] <= EOMONTH(MIN(TODAY(),MAX('Date Master'[Date])), -2) + 1
) ,
[Sales],
[WDays],
[RRS],
[SoMLBL],
[SoMOD]
)
VAR Slope1 = SELECTCOLUMNS( Fit , [Slope1])
VAR Slope2 = SELECTCOLUMNS( Fit , [Slope2])
VAR Slope3 = SELECTCOLUMNS( Fit , [Slope3])
VAR Slope4 = SELECTCOLUMNS( Fit , [Slope4])
VAR Intercept = SELECTCOLUMNS( Fit , [Intercept])
VAR x1 = CALCULATE(SUM('Date Master'[WorkDay]))
VAR x2 = CALCULATE(
[d day $ RRQR per Workday],
'Measures MMT'[Catagory] = "Sales",
PREVIOUSMONTH('Date Master'[Date])
)
VAR x3 = [start of month latBL]^.5
VAR x4 = [StartOfMonthOrdersDue]
VAR y = Slope1 * x1 + Slope2 * x2 + Slope3 * x3 + Slope4 * x4 + Intercept
RETURN
y
I would greatly appreciate any insight into what might be causing this error and how I can resolve it. Thank you in advance for your help!
Solved! Go to Solution.
well, it was a weird fix, it did not like that I was using summarizecolumns, had to change to summarize
Next Month Fill2 =
VAR Fit = LINESTX(
CALCULATETABLE(
SUMMARIZE(
'Date Master',
'Date Master'[FirstOfMonth],
"Sales", SUM('Data Sales'[Net Amount (USD)]),
"WDays", SUM('Date Master'[WorkDay]),
"RRS", CALCULATE([d day $ RRQR per Workday], 'Measures MMT'[Catagory] = "Sales"),
"SoMLBL", [start of month latBL]^.5,
"SoMOD", [StartOfMonthOrdersDue]
),
ALL('Date Master'),
'Date Master'[FirstOfMonth] >= EOMONTH(MIN(TODAY(),MAX('Date Master'[Date])), -14) + 1,
'Date Master'[FirstOfMonth] <= EOMONTH(MIN(TODAY(),MAX('Date Master'[Date])), -2) + 1
) ,
[Sales],
[WDays],
[RRS],
[SoMLBL],
[SoMOD]
)
VAR Slope1 = SELECTCOLUMNS( Fit , [Slope1])
VAR Slope2 = SELECTCOLUMNS( Fit , [Slope2])
VAR Slope3 = SELECTCOLUMNS( Fit , [Slope3])
VAR Slope4 = SELECTCOLUMNS( Fit , [Slope4])
VAR Intercept = SELECTCOLUMNS( Fit , [Intercept])
VAR x1 = CALCULATE(SUM('Date Master'[WorkDay]))
VAR x2 = CALCULATE(
[d day $ RRQR per Workday],
'Measures MMT'[Catagory] = "Sales",
PREVIOUSMONTH('Date Master'[Date])
)
VAR x3 = [start of month latBL]^.5
VAR x4 = [StartOfMonthOrdersDue]
VAR y = Slope1 * x1 + Slope2 * x2 + Slope3 * x3 + Slope4 * x4 + Intercept
RETURN
yHello @cgrimes,
The SELECTCOLUMNS function returns a table, not a single scalar value. So, when you use:
VAR Slope1 = SELECTCOLUMNS( Fit , [Slope1])
When you use Slope1 * x1 further in your formula, this might be causing an error as you can't multiply a table directly with a scalar value. To get the actual value, you may need to do something like:
VAR Slope1 = SUMX(SELECTCOLUMNS( Fit , [Slope1]), [Slope1])
Should you require any further assistance, please do not hesitate to reach out to me.
I got the same error,
I have a diferent version that was working but behaving unexpectedly when filtered on the date table.
it used the selectcolumn() without issue.
Next Month Fill =
VAR Fit = LINESTX(
CALCULATETABLE(
VALUES('Date Master'[FirstOfMonth]),
ALLSELECTED('Date Master'),
'Date Master'[FirstOfMonth] >= EOMONTH(MAX('Date Master'[Date]), -14) + 1,
'Date Master'[FirstOfMonth] <= EOMONTH(MAX('Date Master'[Date]), -2)+1
),
VAR CurrentFirstOfMonth = 'Date Master'[FirstOfMonth] -- Capture the current [FirstOfMonth] value
RETURN
CALCULATE(
SUM('Data Sales'[Net Amount (USD)]),
ALLSELECTED('Date Master'),
'Date Master'[FirstOfMonth] = CurrentFirstOfMonth
),
VAR CurrentFirstOfMonth = 'Date Master'[FirstOfMonth] -- Capture the current [FirstOfMonth] value
RETURN
CALCULATE(
SUM('Date Master'[WorkDay]),
ALLSELECTED('Date Master'),
'Date Master'[FirstOfMonth] = CurrentFirstOfMonth
),
VAR CurrentFirstOfMonth = EDATE('Date Master'[FirstOfMonth],-1)-- Capture the current [FirstOfMonth] value
RETURN
CALCULATE(
[d day $ RRQR per Workday],
'Measures MMT'[Catagory] = "Sales",
ALLSELECTED('Date Master'),
'Date Master'[FirstOfMonth] = CurrentFirstOfMonth
),
VAR CurrentFirstOfMonth = 'Date Master'[FirstOfMonth] -- Capture the current [FirstOfMonth] value
RETURN
CALCULATE(
[start of month latBL]^.5,
ALLSELECTED('Date Master'),
'Date Master'[FirstOfMonth] = CurrentFirstOfMonth
),
VAR CurrentFirstOfMonth = 'Date Master'[FirstOfMonth] -- Capture the current [FirstOfMonth] value
RETURN
CALCULATE(
[StartOfMonthOrdersDue],
ALLSELECTED('Date Master'),
'Date Master'[FirstOfMonth] = CurrentFirstOfMonth
)
)
VAR Slope1 = SELECTCOLUMNS( Fit , [Slope1])
VAR Slope2 = SELECTCOLUMNS( Fit , [Slope2])
VAR Slope3 = SELECTCOLUMNS( Fit , [Slope3])
VAR Slope4 = SELECTCOLUMNS( Fit , [Slope4])
VAR Intercept = SELECTCOLUMNS( Fit , [Intercept])
VAR x1 = CALCULATE(SUM('Date Master'[WorkDay]))
VAR x2 = CALCULATE(
[d day $ RRQR per Workday],
'Measures MMT'[Catagory] = "Sales",
PREVIOUSMONTH('Date Master'[Date])
)
VAR x3 = [start of month latBL]^.5
VAR x4 = [StartOfMonthOrdersDue]
VAR y = Slope1 * x1 + Slope2 * x2 + Slope3 * x3 + Slope4 * x4 + Intercept
RETURN
y
well, it was a weird fix, it did not like that I was using summarizecolumns, had to change to summarize
Next Month Fill2 =
VAR Fit = LINESTX(
CALCULATETABLE(
SUMMARIZE(
'Date Master',
'Date Master'[FirstOfMonth],
"Sales", SUM('Data Sales'[Net Amount (USD)]),
"WDays", SUM('Date Master'[WorkDay]),
"RRS", CALCULATE([d day $ RRQR per Workday], 'Measures MMT'[Catagory] = "Sales"),
"SoMLBL", [start of month latBL]^.5,
"SoMOD", [StartOfMonthOrdersDue]
),
ALL('Date Master'),
'Date Master'[FirstOfMonth] >= EOMONTH(MIN(TODAY(),MAX('Date Master'[Date])), -14) + 1,
'Date Master'[FirstOfMonth] <= EOMONTH(MIN(TODAY(),MAX('Date Master'[Date])), -2) + 1
) ,
[Sales],
[WDays],
[RRS],
[SoMLBL],
[SoMOD]
)
VAR Slope1 = SELECTCOLUMNS( Fit , [Slope1])
VAR Slope2 = SELECTCOLUMNS( Fit , [Slope2])
VAR Slope3 = SELECTCOLUMNS( Fit , [Slope3])
VAR Slope4 = SELECTCOLUMNS( Fit , [Slope4])
VAR Intercept = SELECTCOLUMNS( Fit , [Intercept])
VAR x1 = CALCULATE(SUM('Date Master'[WorkDay]))
VAR x2 = CALCULATE(
[d day $ RRQR per Workday],
'Measures MMT'[Catagory] = "Sales",
PREVIOUSMONTH('Date Master'[Date])
)
VAR x3 = [start of month latBL]^.5
VAR x4 = [StartOfMonthOrdersDue]
VAR y = Slope1 * x1 + Slope2 * x2 + Slope3 * x3 + Slope4 * x4 + Intercept
RETURN
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