[WIP] Implement Charge ASY for CMS 13TeV

nnpdf_data/nnpdf_data/commondata/CMS_WPWM_13TEV_ETA/metadata.yaml

@@ -94,3 +94,39 @@ implemented_observables:
     FK_tables:
     - - CMS_WPWM_13TEV_ETA_WM
     operation: 'null'
+
+- observable_name: "ASY"
+  observable:
+    description: "CMS 13 TeV, charge asymmetry. Combination of muon and electron channel"
+    label: r"A"
+    units: " "
+
+  ndata: 
+
+  tables: [18]
+  process_type: DY_W_ETA
+
+  plotting:
+    dataset_label: 'CMS 13 TeV $W$ charge asymmetry'
+    plot_x: eta
+
+  kinematic_coverage: [eta, m_W2, sqrts]
+
+  kinematics:
+    variables:
+      eta: {description: "W > l v pseudorapidity", label: '$\eta$', units: ""}
+      m_W2: {description: "W boson mass squared", label: '$M_W^2$', units: "GeV"}
+      sqrts: {description: "center of mass energy", label: '$\sqrt(s)$', units: "GeV"}
+    file: kinematics_ASY.yaml
+
+    # Data
+  data_central: data_ASY.yaml
+  data_uncertainties:
+  - uncertainties_ASY.yaml
+
+
+    # Theory
+  theory:
+    FK_tables:
+    - - CMS_WPWM_13TEV_ETA_ASY #How to construct this?
+    operation: 'null'

nnpdf_data/nnpdf_data/commondata/CMS_WPWM_13TEV_ETA/rawdata/HEPData-ins1810913-v1-Figure_18.yaml

@@ -0,0 +1,338 @@
+dependent_variables:
+- header:
+    name: Measured differential charge asymmetry
+  values:
+  - errors:
+    - label: Measurement uncertainty
+      symerror: 0.0012
+    value: 0.0886
+  - errors:
+    - label: Measurement uncertainty
+      symerror: 0.0012
+    value: 0.0889
+  - errors:
+    - label: Measurement uncertainty
+      symerror: 0.0014
+    value: 0.0878
+  - errors:
+    - label: Measurement uncertainty
+      symerror: 0.0011
+    value: 0.0911
+  - errors:
+    - label: Measurement uncertainty
+      symerror: 0.0011
+    value: 0.0936
+  - errors:
+    - label: Measurement uncertainty
+      symerror: 0.0012
+    value: 0.0951
+  - errors:
+    - label: Measurement uncertainty
+      symerror: 0.0011
+    value: 0.0986
+  - errors:
+    - label: Measurement uncertainty
+      symerror: 0.0012
+    value: 0.1016
+  - errors:
+    - label: Measurement uncertainty
+      symerror: 0.0013
+    value: 0.1058
+  - errors:
+    - label: Measurement uncertainty
+      symerror: 0.0011
+    value: 0.1126
+  - errors:
+    - label: Measurement uncertainty
+      symerror: 0.0011
+    value: 0.1184
+  - errors:
+    - label: Measurement uncertainty
+      symerror: 0.0013
+    value: 0.1255
+  - errors:
+    - label: Measurement uncertainty
+      symerror: 0.0013
+    value: 0.1312
+  - errors:
+    - label: Measurement uncertainty
+      symerror: 0.0012
+    value: 0.1413
+  - errors:
+    - label: Measurement uncertainty
+      symerror: 0.0013
+    value: 0.1558
+  - errors:
+    - label: Measurement uncertainty
+      symerror: 0.0016
+    value: 0.1747
+  - errors:
+    - label: Measurement uncertainty
+      symerror: 0.0015
+    value: 0.1939
+  - errors:
+    - label: Measurement uncertainty
+      symerror: 0.0016
+    value: 0.2144
+- header:
+    name: Expected differential charge asymmetry from aMC@NLO
+  values:
+  - errors:
+    - asymerror:
+        minus: -0.0027
+        plus: 0.0028
+      label: Total theory uncertainty
+    value: 0.0904
+  - errors:
+    - asymerror:
+        minus: -0.0027
+        plus: 0.0028
+      label: Total theory uncertainty
+    value: 0.0917
+  - errors:
+    - asymerror:
+        minus: -0.0026
+        plus: 0.0027
+      label: Total theory uncertainty
+    value: 0.0906
+  - errors:
+    - asymerror:
+        minus: -0.0025
+        plus: 0.0025
+      label: Total theory uncertainty
+    value: 0.0939
+  - errors:
+    - asymerror:
+        minus: -0.0024
+        plus: 0.0026
+      label: Total theory uncertainty
+    value: 0.0972
+  - errors:
+    - asymerror:
+        minus: -0.0022
+        plus: 0.0023
+      label: Total theory uncertainty
+    value: 0.0987
+  - errors:
+    - asymerror:
+        minus: -0.002
+        plus: 0.0021
+      label: Total theory uncertainty
+    value: 0.1015
+  - errors:
+    - asymerror:
+        minus: -0.0018
+        plus: 0.0019
+      label: Total theory uncertainty
+    value: 0.105
+  - errors:
+    - asymerror:
+        minus: -0.0016
+        plus: 0.0018
+      label: Total theory uncertainty
+    value: 0.1107
+  - errors:
+    - asymerror:
+        minus: -0.0018
+        plus: 0.0019
+      label: Total theory uncertainty
+    value: 0.1142
+  - errors:
+    - asymerror:
+        minus: -0.002
+        plus: 0.0022
+      label: Total theory uncertainty
+    value: 0.1203
+  - errors:
+    - asymerror:
+        minus: -0.0019
+        plus: 0.0021
+      label: Total theory uncertainty
+    value: 0.1273
+  - errors:
+    - asymerror:
+        minus: -0.002
+        plus: 0.002
+      label: Total theory uncertainty
+    value: 0.1337
+  - errors:
+    - asymerror:
+        minus: -0.0022
+        plus: 0.0023
+      label: Total theory uncertainty
+    value: 0.1454
+  - errors:
+    - asymerror:
+        minus: -0.0024
+        plus: 0.0025
+      label: Total theory uncertainty
+    value: 0.1614
+  - errors:
+    - asymerror:
+        minus: -0.0025
+        plus: 0.0026
+      label: Total theory uncertainty
+    value: 0.1787
+  - errors:
+    - asymerror:
+        minus: -0.0025
+        plus: 0.0026
+      label: Total theory uncertainty
+    value: 0.1985
+  - errors:
+    - asymerror:
+        minus: -0.0027
+        plus: 0.0027
+      label: Total theory uncertainty
+    value: 0.2206
+- header:
+    name: Expected differential charge asymmetry from aMC@NLO (partial uncertainty)
+  values:
+  - errors:
+    - asymerror:
+        minus: -0.0026
+        plus: 0.0027
+      label: PDFs $\oplus \alpha_{S}$ uncertainty
+    value: 0.0904
+  - errors:
+    - asymerror:
+        minus: -0.0026
+        plus: 0.0026
+      label: PDFs $\oplus \alpha_{S}$ uncertainty
+    value: 0.0917
+  - errors:
+    - asymerror:
+        minus: -0.0025
+        plus: 0.0026
+      label: PDFs $\oplus \alpha_{S}$ uncertainty
+    value: 0.0906
+  - errors:
+    - asymerror:
+        minus: -0.0023
+        plus: 0.0024
+      label: PDFs $\oplus \alpha_{S}$ uncertainty
+    value: 0.0939
+  - errors:
+    - asymerror:
+        minus: -0.0022
+        plus: 0.0023
+      label: PDFs $\oplus \alpha_{S}$ uncertainty
+    value: 0.0972
+  - errors:
+    - asymerror:
+        minus: -0.002
+        plus: 0.0021
+      label: PDFs $\oplus \alpha_{S}$ uncertainty
+    value: 0.0987
+  - errors:
+    - asymerror:
+        minus: -0.0018
+        plus: 0.0019
+      label: PDFs $\oplus \alpha_{S}$ uncertainty
+    value: 0.1015
+  - errors:
+    - asymerror:
+        minus: -0.0017
+        plus: 0.0018
+      label: PDFs $\oplus \alpha_{S}$ uncertainty
+    value: 0.105
+  - errors:
+    - asymerror:
+        minus: -0.0016
+        plus: 0.0017
+      label: PDFs $\oplus \alpha_{S}$ uncertainty
+    value: 0.1107
+  - errors:
+    - asymerror:
+        minus: -0.0015
+        plus: 0.0016
+      label: PDFs $\oplus \alpha_{S}$ uncertainty
+    value: 0.1142
+  - errors:
+    - asymerror:
+        minus: -0.0016
+        plus: 0.0017
+      label: PDFs $\oplus \alpha_{S}$ uncertainty
+    value: 0.1203
+  - errors:
+    - asymerror:
+        minus: -0.0017
+        plus: 0.0018
+      label: PDFs $\oplus \alpha_{S}$ uncertainty
+    value: 0.1273
+  - errors:
+    - asymerror:
+        minus: -0.0018
+        plus: 0.0019
+      label: PDFs $\oplus \alpha_{S}$ uncertainty
+    value: 0.1337
+  - errors:
+    - asymerror:
+        minus: -0.002
+        plus: 0.0021
+      label: PDFs $\oplus \alpha_{S}$ uncertainty
+    value: 0.1454
+  - errors:
+    - asymerror:
+        minus: -0.0022
+        plus: 0.0023
+      label: PDFs $\oplus \alpha_{S}$ uncertainty
+    value: 0.1614
+  - errors:
+    - asymerror:
+        minus: -0.0024
+        plus: 0.0025
+      label: PDFs $\oplus \alpha_{S}$ uncertainty
+    value: 0.1787
+  - errors:
+    - asymerror:
+        minus: -0.0025
+        plus: 0.0026
+      label: PDFs $\oplus \alpha_{S}$ uncertainty
+    value: 0.1985
+  - errors:
+    - asymerror:
+        minus: -0.0025
+        plus: 0.0026
+      label: PDFs $\oplus \alpha_{S}$ uncertainty
+    value: 0.2206
+independent_variables:
+- header:
+    name: dressed lepton $|\eta|$
+  values:
+  - high: 0.1
+    low: 0.0
+  - high: 0.2
+    low: 0.1
+  - high: 0.3
+    low: 0.2
+  - high: 0.4
+    low: 0.3
+  - high: 0.5
+    low: 0.4
+  - high: 0.6
+    low: 0.5
+  - high: 0.7
+    low: 0.6
+  - high: 0.8
+    low: 0.7
+  - high: 0.9
+    low: 0.8
+  - high: 1.0
+    low: 0.9
+  - high: 1.1
+    low: 1.0
+  - high: 1.2
+    low: 1.1
+  - high: 1.3
+    low: 1.2
+  - high: 1.5
+    low: 1.3
+  - high: 1.7
+    low: 1.5
+  - high: 1.9
+    low: 1.7
+  - high: 2.1
+    low: 1.9
+  - high: 2.4
+    low: 2.1