WITH BinnedData AS -- Bin data and create sums per bin ( SELECT %101:bin, SUM(`Signal`) AS `Signal`, SUM(`Background`)/5 AS `Background`, SUM(SumEnergyEst) AS SumEnergyEst, SUM(SumW) AS SumW FROM AnalysisData GROUP BY %101:bin ), Data AS -- Integral is a placeholder for the bin and all following bins ( SELECT *, SUM(`Signal`) OVER Integral AS SignalI, SUM(`Background`) OVER Integral AS BackgroundI, SUM(SumEnergyEst) OVER Integral AS EnergyEstI, SUM(SumW) OVER Integral AS SumWI FROM BinnedData WINDOW Integral AS (ORDER BY %101:bin DESC) ), CombinedData AS -- Joind data together and for conveninece (easier reading of the query) rename the columns ( SELECT %102:id.%101:bin, %102:id.lo, %102:id.hi, (%102:id.lo+%102:id.hi)/2 AS center, %102:id.Width, %102:id.AreaTime, `Signal`, `Background`, SignalI, BackgroundI, `Signal` - `Background` AS Excess, SQRT(`Signal`) AS ErrSignal, SQRT(`Background`/5) AS ErrBackground, ExcErr(`Signal`, `Background`) AS ErrExcess, LiMa( `Signal`, `Background`) AS Significance, SignalI - BackgroundI AS ExcessI, SQRT(SignalI) AS ErrSignalI, SQRT(BackgroundI/5) AS ErrBackgroundI, ExcErr(SignalI, BackgroundI) AS ErrExcessI, LiMa( SignalI, BackgroundI) AS SignificanceI, SumEnergyEst/SumW AS AvgEnergyEst, EnergyEstI/SumWI AS AvgEnergyEstI, %102:id.ExcessFluxW AS SimExcess, %102:id.ErrExcessFluxW AS ErrSimExcess, %102:id.IntegralExcessFluxW AS SimExcessI, %102:id.ErrIntegralExcessFluxW AS ErrSimExcessI, -- For flux-vs-theta: Correction for already applied ZdWeights Sim.SimFluxW/%103:weight AS SimFluxW, Sim.ErrSimFluxW/%104:errweight AS ErrSimFluxW, Sim.IntegralSimFluxW/%103:weight AS SimFluxI, Sim.ErrIntegralSimFluxW/%104:errweight AS ErrSimFluxI FROM Data INNER JOIN %105:join1 INNER JOIN %106:join2 ), Flux AS ( SELECT -- Return final result *, -- Differetial Spectrum SimExcess/SimFluxW AS Efficiency, Excess/SimExcess/Width/AreaTime AS ExcessRatio, 1/SQRT( + POW(ErrExcess / Excess, 2) + POW(ErrSimExcess / SimExcess, 2) ) AS SigmaExcessRatio, Excess/SimExcess*SimFluxW/Width/AreaTime AS Flux, 1/SQRT( + POW(ErrExcess / Excess, 2) + POW(ErrSimExcess / SimExcess, 2) + POW(ErrSimFluxW / SimFluxW, 2) ) AS SigmaFlux, -- Integral Spectrum SimExcessI/SimFluxI AS EfficiencyI, ExcessI/SimExcessI/AreaTime AS ExcessRatioI, 1/SQRT( + POW(ErrExcessI / ExcessI, 2) + POW(ErrSimExcessI / SimExcessI, 2) ) AS SigmaExcessRatioI, ExcessI/SimExcessI*SimFluxI/AreaTime AS FluxI, 1/SQRT( + POW(ErrExcessI / ExcessI, 2) + POW(ErrSimExcessI / SimExcessI, 2) + POW(ErrSimFluxI / SimFluxI, 2) ) AS SigmaFluxI FROM CombinedData ), Spectrum AS ( SELECT -- Return final result *, ExcessRatio /SigmaExcessRatio AS ErrExcessRatio, ExcessRatioI/SigmaExcessRatioI AS ErrExcessRatioI, ABS(Flux) /SigmaFlux AS ErrFlux, ABS(FluxI) /SigmaFluxI AS ErrFluxI FROM Flux ) SELECT *, -- Integrated Spectrum SUM(Flux*Width) OVER Integral AS IntegratedFlux, SQRT(SUM(POW(ErrFlux*Width,2)) OVER Integral) AS ErrIntegratedFlux FROM Spectrum WINDOW Integral AS (ORDER BY %101:bin DESC) ORDER BY %101:bin ASC