Polish analysis of a multiclosure test

validphys2/examples/pca_bias_variance_report.yaml

@@ -0,0 +1,54 @@
+meta:
+  title: PCA report for bias and variance of multiclosure fits.
+  author: Lazy Person
+  keywords: [multiclosure, PCA, bias, variance]
+
+
+dataset_inputs:
+  - {dataset: HERA_NC_251GEV_EP-SIGMARED, variant: legacy}
+  - {dataset: HERA_NC_300GEV_EP-SIGMARED, variant: legacy}
+  - {dataset: HERA_NC_318GEV_EP-SIGMARED, variant: legacy}
+  - {dataset: HERA_CC_318GEV_EM-SIGMARED, variant: legacy}
+
+
+theoryid: 200
+use_cuts: internal
+use_t0: True
+t0pdfset: 210223-mw-000_fakepdf
+
+
+explained_variance_ratio: 0.99
+
+##### Bootstrap parameters
+n_fit_max: 2
+n_fit: 10
+
+n_rep_max: 100
+n_rep: 60
+
+n_boot_multiclosure: 100
+rng_seed_mct_boot: 1
+
+
+fits:
+  - 25_5_2023_19_47_5_dis_pt1_mnc_commit_4d5d473c_filterseed_415295
+  - 25_5_2023_19_49_38_dis_pt1_mnc_commit_4d5d473c_filterseed_120750
+
+template_text: |
+
+  PCA report for bias and variance of multiclosure fits.
+  ------------------------------------------------------
+
+  ## Table of bias and variance
+  {@table_bias_variance_datasets@}
+
+
+  ## Bootstrapped table for full dataset  
+  {@bootstrapped_table_bias_variance_data@}
+
+  ## L2 condition number
+  {@plot_l2_condition_number@}
+
+
+actions_:
+  - report(main=true)

validphys2/src/validphys/closuretest/__init__.py

@@ -3,6 +3,7 @@
 
 module containing all actions specific to closure test
 """
+
 from validphys.closuretest.closure_plots import *
 from validphys.closuretest.closure_results import *
 from validphys.closuretest.multiclosure import *
@@ -11,3 +12,4 @@
 from validphys.closuretest.multiclosure_pdf_output import *
 from validphys.closuretest.multiclosure_preprocessing import *
 from validphys.closuretest.multiclosure_pseudodata import *
+from validphys.closuretest.inconsistent_closuretest.multiclosure_inconsistent_output import *