From 763442a341b18093dc3d9cafd1a33c1e6ab96370 Mon Sep 17 00:00:00 2001 From: Lee Hagaman Date: Tue, 11 Aug 2026 15:52:06 -0400 Subject: [PATCH] updated tutorial, describing process, changing procurve description and example plot, clarifying surface brazil (no plot), clarifying fc.root (no delta chi2), clarifying project approximation, clarifying project plots, filling in placeholder plots --- docs/tutorials/PROfit_Tutorial_v2.md | 106 ++++++++++-------- .../figures/TUT_afc_asimov_contour.png | Bin 0 -> 62030 bytes .../figures/TUT_afc_asimov_verdict.png | Bin 0 -> 31828 bytes .../figures/TUT_afc_bank_summary.png | Bin 0 -> 46088 bytes .../tutorials/figures/TUT_afc_brazil_band.png | Bin 0 -> 119447 bytes docs/tutorials/figures/TUT_afc_metamesh.png | Bin 0 -> 41716 bytes docs/tutorials/figures/TUT_afc_throws.png | Bin 0 -> 67130 bytes .../tutorials/figures/TUT_curve1_PROcurve.png | Bin 75922 -> 107343 bytes .../figures/TUT_glob1_PROglobal_hists.png | Bin 274229 -> 276369 bytes ...1_PROglobal_postfit_correlation_matrix.png | Bin 64572 -> 60874 bytes ...TUT_glob1_PROglobal_postfit_posteriors.png | Bin 32027 -> 39178 bytes .../figures/TUT_pjprof_PROfile_1sigma.png | Bin 0 -> 45367 bytes docs/tutorials/figures/TUT_pjsurf_surface.png | Bin 0 -> 32059 bytes ..._plotbsub_PROplot_Variable_0_ErrorBand.png | Bin 333939 -> 339947 bytes .../figures/TUT_plotcv_PROplot_Covar.png | Bin 60574 -> 61400 bytes .../TUT_plotcv_PROplot_Variable_0_CV.png | Bin 106079 -> 106167 bytes ...UT_plotcv_PROplot_Variable_0_ErrorBand.png | Bin 352714 -> 354097 bytes .../TUT_plotcv_fractional_systematics.png | Bin 76287 -> 82543 bytes .../figures/TUT_plotinj_PROplot_Osc.png | Bin 59595 -> 58867 bytes ...T_plotinj_PROplot_Variable_0_ErrorBand.png | Bin 336956 -> 339331 bytes .../figures/TUT_plotspl_PROplot_Spline.png | Bin 103720 -> 102801 bytes ..._plotsyst_PROplot_Variable_0_ErrorBand.png | Bin 335928 -> 338679 bytes docs/tutorials/figures/TUT_probe1_PROfile.png | Bin 100658 -> 100837 bytes docs/tutorials/figures/TUT_prof1_PROfile.png | Bin 102503 -> 103457 bytes .../figures/TUT_prof1_PROfile_1sigma.png | Bin 50466 -> 48945 bytes .../figures/TUT_prof1_PROfile_hists.png | Bin 274229 -> 276369 bytes docs/tutorials/figures/TUT_surf1_surface.png | Bin 29657 -> 30822 bytes .../figures/TUT_surfamr_amr_mesh.png | Bin 66966 -> 67636 bytes .../tutorials/figures/TUT_surfamr_surface.png | Bin 30892 -> 31788 bytes .../tutorials/figures/TUT_surfbrz_surface.png | Bin 0 -> 20721 bytes docs/tutorials/make_tutorial_plots.sh | 15 ++- 31 files changed, 66 insertions(+), 55 deletions(-) create mode 100644 docs/tutorials/figures/TUT_afc_asimov_contour.png create mode 100644 docs/tutorials/figures/TUT_afc_asimov_verdict.png create mode 100644 docs/tutorials/figures/TUT_afc_bank_summary.png create mode 100644 docs/tutorials/figures/TUT_afc_brazil_band.png create mode 100644 docs/tutorials/figures/TUT_afc_metamesh.png create mode 100644 docs/tutorials/figures/TUT_afc_throws.png create mode 100644 docs/tutorials/figures/TUT_pjprof_PROfile_1sigma.png create mode 100644 docs/tutorials/figures/TUT_pjsurf_surface.png create mode 100644 docs/tutorials/figures/TUT_surfbrz_surface.png diff --git a/docs/tutorials/PROfit_Tutorial_v2.md b/docs/tutorials/PROfit_Tutorial_v2.md index 9a5a12c1..3884b498 100644 --- a/docs/tutorials/PROfit_Tutorial_v2.md +++ b/docs/tutorials/PROfit_Tutorial_v2.md @@ -56,12 +56,13 @@ numbers should match. 1. [PROfit conceptual introduction](#1-profit-conceptual-introduction) 2. [The PROfit XML](#2-the-profit-xml) 3. [General arguments and how stuff works](#3-general-arguments-and-how-stuff-works) -4. [Subcommand `plot` — exploring your spectra](#4-subcommand-plot--exploring-your-spectra) -5. [Subcommand `global` — fitting and fitter configuration](#5-subcommand-global--fitting-and-fitter-configuration) -6. [Subcommand `profile` — 1D profiled Δχ²](#6-subcommand-profile--1d-profiled-χ²) -7. [Subcommand `surface` — 2D Wilks surfaces and AMR](#7-subcommand-surface--2d-wilks-surfaces-and-amr) -8. [Feldman-Cousins: `fc` and `fc-adaptive`](#8-feldman-cousins-fc-and-fc-adaptive) -9. [PROjector — two-stage pre-fit / projected fits](#9-projector--two-stage-pre-fit--projected-fits) +4. [Subcommand `process` — loading your files](#4-subcommand-process--loading-your-files) +5. [Subcommand `plot` — exploring your spectra](#5-subcommand-plot--exploring-your-spectra) +6. [Subcommand `global` — fitting and fitter configuration](#6-subcommand-global--fitting-and-fitter-configuration) +7. [Subcommand `profile` — 1D profiled Δχ²](#7-subcommand-profile--1d-profiled-χ²) +8. [Subcommand `surface` — 2D Wilks surfaces and AMR](#8-subcommand-surface--2d-wilks-surfaces-and-amr) +9. [Feldman-Cousins: `fc` and `fc-adaptive`](#9-feldman-cousins-fc-and-fc-adaptive) +10. [PROjector — two-stage pre-fit / projected fits](#10-projector--two-stage-pre-fit--projected-fits) Appendices: @@ -429,7 +430,21 @@ MC event loop (quick tests only). --- -# 4. Subcommand `plot` — exploring your spectra +# 4. Subcommand `process` — loading your files + +``` +Usage: PROfit process [OPTIONS] + +Options: + -h,--help Print this help message and exit +``` + +The process command loops through events in the input data, prediction, and systematic files and processes them to efficiently store only the necessary information described in the xml. +The output is _prop.bin and _syst.bin files which are efficiently loaded by the remaining PROfit commands. + +--- + +# 5. Subcommand `plot` — exploring your spectra ``` Usage: PROfit plot [OPTIONS] @@ -556,7 +571,7 @@ PDFs are directly comparable by eye. --- -# 5. Subcommand `global` — fitting and fitter configuration +# 6. Subcommand `global` — fitting and fitter configuration `global` performs one full global best fit of all physics + spline parameters and draws the post-fit results. It takes no subcommand options of its own — @@ -699,7 +714,7 @@ is deliberately easy — they all implement the same `PROmetric` interface. --- -# 6. Subcommand `profile` — 1D profiled Δχ² +# 7. Subcommand `profile` — 1D profiled Δχ² ``` Usage: PROfit profile [OPTIONS] @@ -797,7 +812,7 @@ PROfit -x tutorial.xml -t TUT -o profso --seed 405 -n 8 --syst-only profile --pr --- -# 7. Subcommand `surface` — 2D Wilks surfaces and AMR +# 8. Subcommand `surface` — 2D Wilks surfaces and AMR `surface` maps Δχ² over a 2D grid of two physics parameters, profiling over everything else at each point. Contours at Wilks-theorem critical values @@ -869,21 +884,21 @@ PROfit -x tutorial.xml -t TUT -o surfnoflux --seed 405 -n 8 --exclude-systs Flux ### PROcurve: watching the pulls along a 1D path -`--curve-mode x1 y1 x2 y2` (values in the axes' native — here log10 — space) +`--curve-mode param1start param2start param1end param2end` (values in the axes' native — here log10 — space) replaces the 2D scan with a 1D walk from point A to point B across the -(x, y) plane, fitting the nuisances at each step and plotting how every pull +(param1, param2) plane, fitting the nuisances at each step and plotting how every pull evolves along the path. It's the quickest way to see *which* systematics bend to absorb an oscillation signal as you approach it. `-g` sets the number of points on the path. ```bash PROfit -x tutorial.xml -t TUT -o curve1 --seed 405 -n 8 \ - surface $AXES -g 20 --curve-mode -3 -1 -1 1 + surface $AXES -g 20 --curve-mode -1 -3 1 -1 ``` -*`TUT_curve1_PROcurve.pdf` — path across the plane + every nuisance parameter's best-fit value along it, here from (sin²2θμe, Δm²) = (10⁻³, 0.1 eV²) to (10⁻¹, 10 eV²).* +*`TUT_curve1_PROcurve.pdf` — path across the plane + every nuisance parameter's best-fit value along it, here from (Δm², sin²2θμe) = (0.1 eV², 10⁻³) to (10 eV², 10⁻¹).* ### Adaptive mesh refinement: `--surface-amr` @@ -929,10 +944,8 @@ PROfit -x tutorial.xml -t TUT -o surfbrz --seed 405 -n 16 --log surfbrz.log \ surface $AXES --surface-amr --amr-initial 10 --amr-levels 2 --brazil-band ``` -> 📷 **PLOT PLACEHOLDER** — `TUT_surfbrz_surface.pdf` -> (median sensitivity with ±1σ/±2σ Brazil bands — regenerate with -> `RUN_EXPENSIVE=1 make_tutorial_plots.sh` + `make_tutorial_figures.sh`, then uncomment:) -> +This command does not make a Brazil band itself, but outputs information that could be used to make a Brazil band externally. + ### A note on models: parameterize in the variable you plot @@ -952,7 +965,7 @@ if the end goal is a contour in an effective angle, fit in that angle. --- -# 8. Feldman-Cousins: `fc` and `fc-adaptive` +# 9. Feldman-Cousins: `fc` and `fc-adaptive` Wilks' theorem (Δχ² cuts of 2.30/5.99/...) assumes Gaussian-land: no physical boundaries, no degenerate minima. Oscillation fits violate both, so for @@ -982,7 +995,7 @@ PROfit -x tutorial.xml -t TUT -o fc1 --seed 405 -n 8 \ ``` Output is `TUT_fc1_FC.root` containing a TTree with, per universe, the two -χ² values, Δχ², and the best-fit parameters — from which you extract the +χ² values and the best-fit parameters — from which you extract the 90%/95% quantiles and compare to the Wilks values. This is the honest but brute-force approach: to calibrate a whole *contour* you would repeat it at every grid point, which is exactly what `fc-adaptive` automates. @@ -1149,44 +1162,38 @@ into unsampled territory, and the top-up is what makes it decidable. Outputs along the way: -> 📷 **PLOT PLACEHOLDER** — `TUT_afc_metamesh.pdf` -> (the meta-mesh: cell refinement levels, concentrated where throws put the contour — -> regenerate with `make_tutorial_plots.sh` + `make_tutorial_figures.sh`, then uncomment:) -> + +*`TUT_afc_metamesh.pdf` — the meta-mesh: cell refinement levels, concentrated where throws put the contour.* -> 📷 **PLOT PLACEHOLDER** — `TUT_afc_throws.pdf` -> (the Wilks-prepass throw contours that built the mesh) -> + +*`TUT_afc_throws.pdf` — the Wilks-prepass throw contours that built the mesh.* -> 📷 **PLOT PLACEHOLDER** — `TUT_afc_bank_summary.pdf` (PE bank occupancy per level) -> + +*`TUT_afc_bank_summary.pdf` — PE bank occupancy per level.* -> 📷 **PLOT PLACEHOLDER** — `TUT_afc_asimov_contour.pdf` -> (FC-corrected contour vs the Wilks contour) -> + +*`TUT_afc_asimov_contour.pdf` — FC-corrected contour vs the Wilks contour.* -> 📷 **PLOT PLACEHOLDER** — `TUT_afc_asimov_verdict.pdf` -> (per-cell FC vs Wilks verdict map) -> + +*`TUT_afc_asimov_verdict.pdf` — per-cell FC vs Wilks verdict map.* -> 📷 **PLOT PLACEHOLDER** — `TUT_afc_brazil_band.pdf` -> (FC-corrected Brazil band from the bank) -> + +*`TUT_afc_brazil_band.pdf` — FC-corrected Brazil band from the bank.* Determinism note: with `-n 1` and a fixed `--seed` the entire pipeline is bit-reproducible; multithreaded runs are statistically equivalent. --- -# 9. PROjector — two-stage pre-fit / projected fits +# 10. PROjector — two-stage pre-fit / projected fits PROjector answers "what does my near detector buy me?" properly. Instead of fitting ND and FD simultaneously every time, you (1) fit **only** the ND channels once and save the nuisance posterior, then (2) run any FD study with those channels masked out and the saved posterior installed as a correlated -prior. Same statistical content as the joint fit (to the Gaussian -approximation), at a fraction of the per-fit cost — which matters enormously -for FC studies. +prior. Same statistical content as the joint fit (with a Gaussian +approximation and a no-near-detector-oscillation approximation), at a fraction +of the per-fit cost — which matters enormously for FC studies. ### Stage 1: the pre-fit @@ -1234,14 +1241,13 @@ the constraint file), masks the pre-fit channels OUT of the χ² (active-bins mask + zeroed data), and installs (θ̂, Σ) as a fully correlated Gaussian prior on the promoted spline parameters. -> 📷 **PLOT PLACEHOLDER** — `TUT_pjprof_PROfile_1sigma.pdf` -> (projected nuisance constraints — compare against the joint-fit `TUT_prof1_PROfile_1sigma.pdf` — -> regenerate with `make_tutorial_plots.sh` + `make_tutorial_figures.sh`, then uncomment:) -> + -> 📷 **PLOT PLACEHOLDER** — `TUT_pjsurf_surface.pdf` -> (projected FD-only sensitivity with the ND constraint as prior, vs the joint surface `TUT_surfamr_surface.pdf`) -> +*`TUT_pjprof_PROfile_1sigma.pdf` — projected nuisance constraints — compare against the joint-fit `TUT_prof1_PROfile_1sigma.pdf`.* 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