From 66c49d67d4692562d0db62c3d27d33d4ac659e4f Mon Sep 17 00:00:00 2001
From: Felix Metzner <felix.metzner@kit.edu>
Date: Wed, 17 Apr 2024 13:36:41 +0200
Subject: [PATCH] Updating notebooks.

---
 .../testing_fit_routine_rdstar.ipynb          | 164 +++++++++++++++++-
 1 file changed, 160 insertions(+), 4 deletions(-)

diff --git a/rdstar/offline_analysis/fitting/dedicated_fit_approach/notebooks/rdstar_fits/testing_fit_routine_rdstar.ipynb b/rdstar/offline_analysis/fitting/dedicated_fit_approach/notebooks/rdstar_fits/testing_fit_routine_rdstar.ipynb
index a8bacaaf3..367e6eb32 100644
--- a/rdstar/offline_analysis/fitting/dedicated_fit_approach/notebooks/rdstar_fits/testing_fit_routine_rdstar.ipynb
+++ b/rdstar/offline_analysis/fitting/dedicated_fit_approach/notebooks/rdstar_fits/testing_fit_routine_rdstar.ipynb
@@ -404,7 +404,9 @@
    "id": "9abe220d",
    "metadata": {},
    "outputs": [],
-   "source": []
+   "source": [
+    "fit_status.minuit_instance.params"
+   ]
   },
   {
    "cell_type": "code",
@@ -551,6 +553,10 @@
    "source": [
     "lid_shape_eval_generator = fit_evaluator.plot_l_id_sys_shape_effects(\n",
     "    fit_status_container=fit_status,\n",
+    "    add_statistical_uncertainties=True,\n",
+    "    normalize_pulls=False,\n",
+    "    plot_subsets=False,\n",
+    "    scale_factor=1,\n",
     ")"
    ]
   },
@@ -572,7 +578,15 @@
   {
    "cell_type": "code",
    "execution_count": null,
-   "id": "a184acb5",
+   "id": "c113d278",
+   "metadata": {},
+   "outputs": [],
+   "source": []
+  },
+  {
+   "cell_type": "code",
+   "execution_count": null,
+   "id": "3810338d",
    "metadata": {},
    "outputs": [],
    "source": []
@@ -594,6 +608,10 @@
    "source": [
     "norm_ff_shape_eval_generator = fit_evaluator.plot_norm_ff_sys_shape_effects(\n",
     "    fit_status_container=fit_status,\n",
+    "    add_statistical_uncertainties=True,\n",
+    "    normalize_pulls=True,\n",
+    "    plot_subsets=False,\n",
+    "    scale_factor=10,\n",
     ")"
    ]
   },
@@ -617,7 +635,7 @@
    "metadata": {},
    "outputs": [],
    "source": [
-    "_this_norm_ff_shape_eval_info.relative_shape_error"
+    "_this_norm_ff_shape_eval_info.shape_error"
    ]
   },
   {
@@ -636,6 +654,26 @@
    "id": "c9b8ef4c",
    "metadata": {},
    "outputs": [],
+   "source": [
+    "_this_norm_ff_shape_eval_info.stat_error"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": null,
+   "id": "e6db126c",
+   "metadata": {},
+   "outputs": [],
+   "source": [
+    "_this_norm_ff_shape_eval_info.stat_error"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": null,
+   "id": "f86a06db",
+   "metadata": {},
+   "outputs": [],
    "source": []
   },
   {
@@ -655,6 +693,10 @@
    "source": [
     "sig_ff_shape_eval_generator = fit_evaluator.plot_sig_ff_sys_shape_effects(\n",
     "    fit_status_container=fit_status,\n",
+    "    add_statistical_uncertainties=True,\n",
+    "    normalize_pulls=True,\n",
+    "    plot_subsets=False,\n",
+    "    scale_factor=10,\n",
     ")"
    ]
   },
@@ -698,7 +740,7 @@
    "metadata": {},
    "outputs": [],
    "source": [
-    "_this_sig_ff_shape_eval_info.relative_shape_error"
+    "_this_sig_ff_shape_eval_info.shape_error"
    ]
   },
   {
@@ -717,6 +759,120 @@
    "outputs": [],
    "source": []
   },
+  {
+   "cell_type": "code",
+   "execution_count": null,
+   "id": "8fc8ab78",
+   "metadata": {},
+   "outputs": [],
+   "source": [
+    "tracking_shape_eval_generator = fit_evaluator.plot_tracking_sys_shape_effects(\n",
+    "    fit_status_container=fit_status,\n",
+    "    add_statistical_uncertainties=True,\n",
+    "    normalize_pulls=True,\n",
+    "    plot_subsets=False,\n",
+    "    scale_factor=10,\n",
+    ")"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": null,
+   "id": "854b1246",
+   "metadata": {},
+   "outputs": [],
+   "source": [
+    "_this_tracking_shape_eval_info = None\n",
+    "for _a_tracking_shape_eval_info in tracking_shape_eval_generator:\n",
+    "    _this_tracking_shape_eval_info = _a_tracking_shape_eval_info\n",
+    "    break"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": null,
+   "id": "1009d09a",
+   "metadata": {},
+   "outputs": [],
+   "source": []
+  },
+  {
+   "cell_type": "code",
+   "execution_count": null,
+   "id": "550570ef",
+   "metadata": {},
+   "outputs": [],
+   "source": []
+  },
+  {
+   "cell_type": "code",
+   "execution_count": null,
+   "id": "ab3663bd",
+   "metadata": {},
+   "outputs": [],
+   "source": []
+  },
+  {
+   "cell_type": "code",
+   "execution_count": null,
+   "id": "98e31a6f",
+   "metadata": {},
+   "outputs": [],
+   "source": []
+  },
+  {
+   "cell_type": "code",
+   "execution_count": null,
+   "id": "b83e2447",
+   "metadata": {},
+   "outputs": [],
+   "source": []
+  },
+  {
+   "cell_type": "code",
+   "execution_count": null,
+   "id": "6409aeec",
+   "metadata": {},
+   "outputs": [],
+   "source": []
+  },
+  {
+   "cell_type": "code",
+   "execution_count": null,
+   "id": "0b8846ec",
+   "metadata": {},
+   "outputs": [],
+   "source": [
+    "k_short_shape_eval_generator = fit_evaluator.plot_k_short_sys_shape_effects(\n",
+    "    fit_status_container=fit_status,\n",
+    "    add_statistical_uncertainties=True,\n",
+    "    normalize_pulls=True,\n",
+    "    plot_subsets=False,\n",
+    "    scale_factor=10,\n",
+    ")"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": null,
+   "id": "789a213e",
+   "metadata": {},
+   "outputs": [],
+   "source": [
+    "_this_k_short_shape_eval_info = None\n",
+    "for _a_k_short_shape_eval_info in k_short_shape_eval_generator:\n",
+    "    _this_k_short_shape_eval_info = _a_k_short_shape_eval_info\n",
+    "    break"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": null,
+   "id": "5012c33c",
+   "metadata": {},
+   "outputs": [],
+   "source": []
+  },
   {
    "cell_type": "code",
    "execution_count": null,
-- 
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