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| Original file line number | Diff line number | Diff line change |
|---|---|---|
| @@ -1,4 +1,4 @@ | ||
| # FLASHgg Final Fits (lite) | ||
| # Final Fits (lite) | ||
| Welcome to the new Final Fits package. Here lies a a series of scripts which are used to run the final stages of the CMS Hgg analysis: signal modelling, background modelling, datacard creation and final statistical interpretation and final result plots. | ||
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| ## Download and setup instructions | ||
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@@ -12,8 +12,10 @@ git cms-init | |
| # Install the GBRLikelihood package which contains the RooDoubleCBFast implementation | ||
| git clone [email protected]:jonathon-langford/HiggsAnalysis.git | ||
| # Install Combine as per the documentation here: cms-analysis.github.io/HiggsAnalysis-CombinedLimit/ | ||
| git clone [email protected]:cms-analysis/HiggsAnalysis-CombinedLimit.git HiggsAnalysis/CombinedLimit | ||
| # Install Combine Harvester for parallelizing fits | ||
| git clone https://github.com/cms-analysis/CombineHarvester.git CombineHarvester | ||
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@@ -22,17 +24,18 @@ cmsenv | |
| scram b -j 9 | ||
| # Install Flashgg Final Fit packages | ||
| git clone -b dev_runII_102x [email protected]:cms-analysis/flashggFinalFit.git | ||
| git clone -b dev_fggfinalfits_lite [email protected]:cms-analysis/flashggFinalFit.git | ||
| cd flashggFinalFit/ | ||
| ``` | ||
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| In every new shell run the following to add `tools/commonTools` and `tools/commonObjects` to your `${PYTHONPATH}`: | ||
| ``` | ||
| ./setup.sh | ||
| cmsenv | ||
| source setup.sh | ||
| ``` | ||
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| ## Contents | ||
| The FLASHgg Finals Fits package contains several subfolders which are used for the following steps: | ||
| The Finals Fits package contains several subfolders which are used for the following steps: | ||
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| * Create the Signal Model (see `Signal` dir) | ||
| * Create the Background Model (see `Background` dir) | ||
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| # Signal Scripts | ||
| # Signal modelling | ||
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| Add some intro details here. | ||
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| There are a number of steps to perform when constructing the signal model (described below). It is recommended to construct a signal model for each year separately. This allows to keep track of both the year-dependent resolution effects and the year-dependent systematic uncertainties. Each step up to the packaging is ran using the `RunSignalScripts.py` script, which takes as input a config file to specify the options for the signal modelling. | ||
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| For example: this config file corresponds to running over 2016 signal workspaces: | ||
| ``` | ||
| # Config file: options for signal fitting | ||
| signalScriptCfg = { | ||
| # Setup | ||
| 'inputWSDir':'/vols/cms/jl2117/hgg/ws/UL/Sept20/MC_final/signal_2016', # dir storing flashgg workspaces | ||
| 'procs':'auto', # if auto: inferred automatically from filenames | ||
| 'cats':'auto', # if auto: inferred automatically from (0) workspace | ||
| 'ext':'test_2016', # output directory extension | ||
| 'analysis':'example', # To specify replacement dataset and XS*BR mapping (defined in ./tools/replacementMap.py and ./tools/XSBRMap.py respectively) | ||
| 'year':'2016', # Use 'combined' if merging all years: not recommended | ||
| 'massPoints':'120,125,130', | ||
| #Photon shape systematics | ||
| 'scales':'HighR9EB,HighR9EE,LowR9EB,LowR9EE,Gain1EB,Gain6EB', # separate nuisance per year | ||
| 'scalesCorr':'MaterialCentralBarrel,MaterialOuterBarrel,MaterialForward,FNUFEE,FNUFEB,ShowerShapeHighR9EE,ShowerShapeHighR9EB,ShowerShapeLowR9EE,ShowerShapeLowR9EB', # correlated across years | ||
| 'scalesGlobal':'NonLinearity,Geant4', # affect all processes equally, correlated across years | ||
| 'smears':'HighR9EBPhi,HighR9EBRho,HighR9EEPhi,HighR9EERho,LowR9EBPhi,LowR9EBRho,LowR9EEPhi,LowR9EERho', # separate nuisance per year | ||
| # Job submission options | ||
| 'batch':'condor', # ['condor','SGE','IC','local'] | ||
| 'queue':'espresso' # use hep.q for IC | ||
| } | ||
| ``` | ||
| The basic command for using `RunSignalScripts.py` is the following: | ||
| ``` | ||
| python RunSignalScripts.py --inputConfig config_{}.py --mode {mode} --modeOpts "{list of options for specific mode}" --jobOpts "{list of options for job submission}" | ||
| ``` | ||
| The available modes are: | ||
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| * fTest | ||
| * calcPhotonSyst | ||
| * getDiagProc | ||
| * getEffAcc | ||
| * signalFit | ||
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| ## Signal F-test | ||
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| Test for determining the optimal number of gaussians to use in signal model. If using Double Crystall Ball + Gaussian function for model then you can skip the F-test. | ||
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| ``` | ||
| python RunSignalScripts.py | ||
| ## Photon systematics | ||
| ## Extracting the efficiency x acceptance | ||
| ## Extracting the diagonal process for a given category | ||
| ## Final model construction | ||
| Add details about replacementMap and XSBRMap | ||
| ## Packaging the output | ||
| ## Signal model plots |
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