{ "cells": [ { "cell_type": "markdown", "id": "6b88e3d4", "metadata": {}, "source": [ "# LeR model uncertainty example\n", "\n", "This notebook is created by [Phurailatpam Hemantakumar](https://hemantaph.com).\n", "\n", "[![Documentation](https://img.shields.io/badge/ler-documentation-blue)](https://ler.hemantaph.com)\n", "\n", "This notebook demonstrates how to propagate source-population hyperparameter uncertainty into **LeR** unlensed and lensed rate predictions. We use posterior samples of the broken powerlaw + two peaks mass model, compare a median-hyperparameter baseline against posterior draws, and visualize the resulting uncertainty in rates and mass distributions.\n", "\n", "## Table of Contents\n", "\n", "1. [Part 1: Load Hyperparameter Posterior and Inspect Inputs](#part-1-load-hyperparameter-posterior-and-inspect-inputs)\n", "2. [Part 2: Define Baseline Sampler and Initialize LeR](#part-2-define-baseline-sampler-and-initialize-ler)\n", "3. [Part 3: Median-Hyperparameter Baseline Run](#part-3-median-hyperparameter-baseline-run)\n", "4. [Part 4: Posterior Propagation Across Hyperparameter Draws](#part-4-posterior-propagation-across-hyperparameter-draws)\n", "5. [Part 5: Visualize Uncertainty in Rates and Mass Distribution](#part-5-visualize-uncertainty-in-rates-and-mass-distribution)\n", "6. [Summary](#summary)" ] }, { "cell_type": "markdown", "id": "0ef5a457", "metadata": {}, "source": [ "---\n", "\n", "## Part 1: Load Hyperparameter Posterior and Inspect Inputs\n", "\n", "### 1.1 Load Posterior Samples of Mass Model Hyperparameters\n", "\n", "- This data is resampled from the original GWTC-4 posterior, within the 90% credible interval, to reduce runtime for this example. " ] }, { "cell_type": "code", "execution_count": 14, "id": "46f9bfa4", "metadata": {}, "outputs": [], "source": [ "# load data \n", "from ler.utils import get_param_from_json\n", "import numpy as np\n", "\n", "# 500 samples from the 90% credible interval of the hyperparameters of the broken powerlaw plus 2 peaks model from GWTC-4\n", "data = get_param_from_json(\"broken_powerlaw_plus_2peaks_hyperparameters.json\")\n", "# data\n", "\n", "# # plot the corner plot of the hyperparameters\n", "# from corner import corner\n", "# labels = list(data.keys())\n", "# # use column stacks\n", "# data_ = np.column_stack([data[key] for key in labels])\n", "\n", "# figure = corner(data_, labels=labels, show_titles=True)" ] }, { "cell_type": "code", "execution_count": 18, "id": "a5050fe1", "metadata": {}, "outputs": [ { "data": { "text/plain": [ "np.float64(2.8611918415613653)" ] }, "execution_count": 18, "metadata": {}, "output_type": "execute_result" } ], "source": [ "data[\"alpha_1\"].max()" ] }, { "cell_type": "code", "execution_count": 8, "id": "8e7c9b44", "metadata": {}, "outputs": [], "source": [ "loop_size = 100\n", "lam_0_median=np.median(data[\"lam_0\"])\n", "lam_1_median=np.median(data[\"lam_1\"])\n", "mpp_1_median=np.median(data[\"mpp_1\"])\n", "sigpp_1_median=np.median(data[\"sigpp_1\"])\n", "mpp_2_median=np.median(data[\"mpp_2\"])\n", "sigpp_2_median=np.median(data[\"sigpp_2\"])\n", "mlow_1_median=np.median(data[\"mlow_1\"])\n", "delta_m_1_median=np.median(data[\"delta_m_1\"])\n", "break_mass_median=np.median(data[\"break_mass\"]) \n", "alpha_1_median=np.median(data[\"alpha_1\"])\n", "alpha_2_median=np.median(data[\"alpha_2\"])\n", "\n", "idx = np.random.choice(len(data[\"lam_0\"]), size=loop_size, replace=False)\n", "lam_0 = data[\"lam_0\"][idx]\n", "lam_1 = data[\"lam_1\"][idx]\n", "mpp_1 = data[\"mpp_1\"][idx]\n", "sigpp_1 = data[\"sigpp_1\"][idx]\n", "mpp_2 = data[\"mpp_2\"][idx]\n", "sigpp_2 = data[\"sigpp_2\"][idx]\n", "mlow_1 = data[\"mlow_1\"][idx]\n", "delta_m_1 = data[\"delta_m_1\"][idx]\n", "break_mass = data[\"break_mass\"][idx]\n", "alpha_1 = data[\"alpha_1\"][idx]\n", "alpha_2 = data[\"alpha_2\"][idx]" ] }, { "attachments": { "image.png": { "image/png": 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" } }, "cell_type": "markdown", "id": "657fd269", "metadata": {}, "source": [ "## Velocity Dispersion\n", "\n", "Ref. Bernardi et al. (2024)\n", "\n", "![image.png](attachment:image.png)" ] }, { "cell_type": "code", "execution_count": 9, "id": "dd4169bf", "metadata": {}, "outputs": [], "source": [ "alpha = np.random.uniform(0.94-0.03, 0.94+0.03, size=loop_size)\n", "beta = np.random.uniform(1.85-0.02, 1.85+0.02, size=loop_size)\n", "phistar = np.random.uniform(2.099-0.099, 2.099+0.099, size=loop_size)\n", "sigmastar = np.random.uniform(113.78-1.06, 113.78+1.06, size=loop_size)\n", "\n", "alpha_median=0.94\n", "beta_median=1.85\n", "phistar_median=2.099\n", "sigmastar_median=113.78 " ] }, { "cell_type": "markdown", "id": "2b144eac", "metadata": {}, "source": [ "## Merger Rate Denisity" ] }, { "cell_type": "code", "execution_count": 10, "id": "e6b6aacf", "metadata": {}, "outputs": [], "source": [ "# load data \n", "from ler.utils import get_param_from_json\n", "import numpy as np\n", "\n", "# 500 samples from the 90% credible interval of the hyperparameters of the powerlaw redshift model from GWTC-4\n", "data = get_param_from_json(\"powerlaw_redshift_hyperparameters.json\")\n", "# data\n", "\n", "# # plot the corner plot of the hyperparameters\n", "# from corner import corner\n", "# labels = list(data.keys())\n", "# # use column stacks\n", "# data_ = np.column_stack([data[key] for key in labels])\n", "\n", "# figure = corner(data_, labels=labels, show_titles=True)" ] }, { "cell_type": "code", "execution_count": 11, "id": "6914e1be", "metadata": {}, "outputs": [], "source": [ "R0_median=np.median(data[\"R0\"])\n", "# kappa_median=np.median(data[\"kappa\"])\n", "\n", "idx = np.random.choice(len(data[\"R0\"]), size=loop_size, replace=False)\n", "R0 = data[\"R0\"][idx]\n", "# kappa = data[\"kappa\"][idx] " ] }, { "cell_type": "code", "execution_count": 12, "id": "60acd719", "metadata": {}, "outputs": [ { "data": { "text/plain": [ "np.float64(16.026789818545016)" ] }, "execution_count": 12, "metadata": {}, "output_type": "execute_result" } ], "source": [ "R0_median" ] }, { "cell_type": "markdown", "id": "1ab7ca0b", "metadata": {}, "source": [ "## Cosmology\n", "\n", "Planck 2018 LambdaCDM cosmology is used for all calculations in this example." ] }, { "cell_type": "code", "execution_count": 6, "id": "68de4fe9", "metadata": {}, "outputs": [], "source": [ "import numpy as np\n", "import astropy.units as u\n", "\n", "# Base static parameters (typically kept constant across base LCDM models)\n", "Tcmb0 = 2.7255 # K\n", "Neff = 3.046\n", "m_nu = [0.0, 0.0, 0.06] * u.eV # Minimal mass sum scenario\n", "\n", "H0_median = 67.4\n", "Om0_median = 0.315\n", "Ob0_median = 0.0493\n", "\n", "H0 = np.random.uniform(67.66-0.42, 67.66+0.42, size=loop_size)\n", "Om0 = np.random.uniform(0.3111-0.0056, 0.3111+0.0056, size=loop_size)\n", "Ob0 = np.random.uniform(0.04897-0.00030, 0.04897+0.00030, size=loop_size)" ] }, { "cell_type": "markdown", "id": "1a6fca62", "metadata": {}, "source": [ "---\n", "\n", "## Part 2: Define Baseline Sampler and Initialize LeR\n", "\n", "### 2.1 Median-hyperparameter mass sampler\n", "\n", "Define a mass sampler with fixed median hyperparameters. This provides a consistent baseline model for comparison with posterior-propagated runs." ] }, { "cell_type": "markdown", "id": "63e45c8a", "metadata": {}, "source": [ "### 2.2 Initialize LeR\n", "\n", "Instantiate LeR with the custom median-hyperparameter mass prior and default BBH lensing settings." ] }, { "cell_type": "code", "execution_count": 7, "id": "d5a5bb74", "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "\n", "Initializing LeR class...\n", "\n" ] } ], "source": [ "import numpy as np\n", "from ler import LeR\n", "from astropy.cosmology import FlatLambdaCDM\n", "\n", "cosmo = FlatLambdaCDM(H0=H0_median, Om0=Om0_median, Ob0=Ob0_median, Tcmb0=Tcmb0, Neff=Neff, m_nu=m_nu)\n", "\n", "ler = LeR(\n", " npool=6,\n", " cosmo=cosmo,\n", " event_type=\"BBH\",\n", " lens_type=\"sie_galaxy\",\n", " verbose=False,\n", " gwsnr_verbose=False,\n", " image_properties_function=\"image_properties_epl_shear_njit\",\n", " gw_functions=dict(\n", " merger_rate_density='merger_rate_density_madau_dickinson_belczynski_ng',\n", " ),\n", " gw_functions_params=dict(\n", " merger_rate_density=dict(\n", " param_name=\"merger_rate_density\",\n", " function_type=\"merger_rate_density_madau_dickinson_belczynski_ng\",\n", " R0=R0_median * 1e-9, alpha_F=2.57, beta_F=5.83, c_F=3.36\n", " ),\n", " ),\n", " gw_priors=dict(\n", " mass_1_source='broken_powerlaw_plus_2peaks'\n", " ),\n", " gw_priors_params=dict(\n", " mass_1_source=dict(\n", " param_name=\"mass_1_source\",\n", " function_type=\"broken_powerlaw_plus_2peaks\",\n", " lam_0=lam_0_median, lam_1=lam_1_median, mpp_1=mpp_1_median, sigpp_1=sigpp_1_median, mpp_2=mpp_2_median, sigpp_2=sigpp_2_median, mlow_1=mlow_1_median, delta_m_1=delta_m_1_median, break_mass=break_mass_median, alpha_1=alpha_1_median, alpha_2=alpha_2_median, \n", " mmax=300.0, normalization_size=500,\n", " ),\n", " ),\n", " lens_priors=dict(\n", " velocity_dispersion='velocity_dispersion_ewoud',\n", " ),\n", " lens_priors_params=dict(\n", " velocity_dispersion=dict(\n", " param_name=\"velocity_dispersion\",\n", " sampler_type=\"velocity_dispersion_ewoud\",\n", " sigma_min=100.0,\n", " sigma_max=400.0,\n", " alpha=alpha_median,\n", " beta=beta_median,\n", " phistar=phistar_median * 1e-2 * (cosmo.h/0.7)**3,\n", " sigmastar=sigmastar_median,\n", " ),\n", " ),\n", ")\n", "# 1.6s" ] }, { "cell_type": "markdown", "id": "7d007a94", "metadata": {}, "source": [ "---\n", "\n", "## Part 3: Median-Hyperparameter Baseline Run\n", "\n", "Compute unlensed and lensed rates with the median hyperparameter model. This serves as the reference point for uncertainty comparisons.\n", "\n", "### 3.1 Generate CBC populations and rates\n", "\n", "Run one unlensed and one lensed simulation, then compute the rate ratio for the baseline model." ] }, { "cell_type": "code", "execution_count": null, "id": "b804f70e", "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "unlensed params will be stored in ./ler_data/median_unlensed.json\n", "removing ./ler_data/median_unlensed.json if it exists\n", "Batch no. 1\n", "sampling gw source params...\n", "calculating pdet...\n", "unlensed parameters already sampled.\n", "Using provided unlensed_param dict...\n", "total unlensed rate (yr^-1): 287.99670176824714\n", "number of simulated unlensed detectable events: 1864\n", "number of simulated all unlensed events: 500000\n", "storing detectable params in ./ler_data/median_unlensed_det.json\n", "lensed params will be stored in ./ler_data/median_lensed.json\n", "removing ./ler_data/median_lensed.json if it exists\n", "Batch no. 1\n", "sampling lensed params...\n", "sampling lens parameters with epl_shear_sl_parameters_rvs...\n", "Invalid sample found. Resampling 32485 lensed events...\n", "sampling lens parameters with epl_shear_sl_parameters_rvs...\n", "Invalid sample found. Resampling 2091 lensed events...\n", "sampling lens parameters with epl_shear_sl_parameters_rvs...\n", "Invalid sample found. Resampling 132 lensed events...\n", "sampling lens parameters with epl_shear_sl_parameters_rvs...\n", "Invalid sample found. Resampling 14 lensed events...\n", "sampling lens parameters with epl_shear_sl_parameters_rvs...\n", "calculating pdet...\n", "lensed parameters already sampled.\n", "Using provided lensed_param dict...\n", "total lensed rate (yr^-1): 0.08220251891075729\n", "number of simulated lensed detectable events: 545\n", "number of simulated all lensed events: 500000\n", "storing detectable params in ./ler_data/median_lensed_det.json\n" ] } ], "source": [ "from contextlib import redirect_stdout\n", "from ler.utils import relative_mu_dt_lensed\n", "\n", "sample_size = 500000\n", "batch_size = 50000\n", "size_ = 10000\n", "\n", "# unlensed rates\n", "unlensed_params = ler.unlensed_cbc_statistics(size=sample_size, batch_size=batch_size, resume=False, output_jsonfile=\"median_unlensed.json\")\n", "unlensed_rate_median, unlensed_params_det = ler.unlensed_rate(unlensed_params, output_jsonfile=\"median_unlensed_det.json\")\n", "\n", "# lensed rates\n", "lensed_params = ler.lensed_cbc_statistics(size=sample_size, batch_size=batch_size, resume=False, output_jsonfile=\"median_lensed.json\")\n", "lensed_rate_median, lensed_params_det = ler.lensed_rate(lensed_params, output_jsonfile=\"median_lensed_det.json\")\n", "rate_ratio_median = unlensed_rate_median / lensed_rate_median\n", "# time: 2m 24.1s" ] }, { "cell_type": "code", "execution_count": 9, "id": "4b77573e", "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "Unlensed rate: 287.997 per year\n", "Lensed rate: 0.082 per year\n", "Rate ratio (lensed/unlensed): 3503.502\n" ] } ], "source": [ "m1_source_samples_median = np.random.choice(unlensed_params[\"mass_1_source\"], size=size_, replace=False)\n", "zs_samples_median = np.random.choice(unlensed_params[\"zs\"], size=size_, replace=False)\n", "\n", "velocity_dispersion_samples_sl_median = np.random.choice(lensed_params[\"sigma\"], size=size_, replace=False)\n", "\n", "zs = np.linspace(0, 10, 100)\n", "optical_depth_samples_sl_median = ler.optical_depth(zs)\n", "\n", "zs_samples_det_median = unlensed_params_det[\"zs\"]\n", "m1_samples_det_median = unlensed_params_det[\"mass_1\"]\n", "\n", "zs_samples_sl_det_median = lensed_params_det[\"zs\"]\n", "m1_samples_sl_det_median = lensed_params_det[\"mass_1\"]\n", "lensed_dict = relative_mu_dt_lensed(lensed_param=lensed_params_det)\n", "time_delays_sl_det_median = np.concatenate((lensed_dict['dt_rel0'], lensed_dict['dt_rel90']))\n", "\n", "print(f\"Unlensed rate: {unlensed_rate_median:.3f} per year\")\n", "print(f\"Lensed rate: {lensed_rate_median:.3f} per year\")\n", "# rate ratio\n", "print(f\"Rate ratio (lensed/unlensed): {rate_ratio_median:.3f}\")" ] }, { "cell_type": "markdown", "id": "05c1bf8e", "metadata": {}, "source": [ "---\n", "\n", "## Part 4: Posterior Propagation Across Hyperparameter Draws\n", "\n", "Sample multiple hyperparameter realizations from the posterior and recompute unlensed/lensed rates for each draw.\n", "\n", "### 4.1 Loop over posterior samples\n", "\n", "For each selected posterior sample, reconfigure the mass sampler, run LeR statistics, and store rates and mass samples for uncertainty analysis." ] }, { "cell_type": "code", "execution_count": null, "id": "b3adc56d", "metadata": {}, "outputs": [], "source": [ "from ler.utils import relative_mu_dt_lensed\n", "import numpy as np\n", "from ler import LeR\n", "from astropy.cosmology import FlatLambdaCDM\n", "from contextlib import redirect_stdout\n", "\n", "\n", "cosmo = FlatLambdaCDM(H0=H0_median, Om0=Om0_median, Ob0=Ob0_median, Tcmb0=Tcmb0, Neff=Neff, m_nu=m_nu)\n", "\n", "sample_size = 500000\n", "batch_size = 50000\n", "loop_size = 100\n", "\n", "size_ = 10000\n", "m1_source_samples = []\n", "zs_samples = []\n", "\n", "velocity_dispersion_samples_sl = []\n", "optical_depth_samples_sl = []\n", "\n", "zs_samples_det = []\n", "m1_samples_det = []\n", "\n", "zs_samples_sl_det = []\n", "m1_samples_sl_det = []\n", "time_delays_sl_det = []\n", "\n", "unlensed_rates = []\n", "lensed_rates = []\n", "rate_ratios = []\n", "\n", "from tqdm import tqdm\n", "\n", "for i in tqdm(range(loop_size), total=loop_size, ncols=100):\n", " with redirect_stdout(None):\n", "\n", " cosmo = FlatLambdaCDM(H0=H0[i], Om0=Om0[i], Ob0=Ob0[i], Tcmb0=Tcmb0, Neff=Neff, m_nu=m_nu)\n", "\n", " ler = LeR(\n", " npool=6,\n", " cosmo=cosmo,\n", " event_type=\"BBH\",\n", " lens_type=\"sie_galaxy\",\n", " image_properties_function=\"image_properties_epl_shear_njit\",\n", " verbose=False,\n", " gwsnr_verbose=False,\n", "\n", " gw_functions=dict(\n", " merger_rate_density='merger_rate_density_madau_dickinson_belczynski_ng',\n", " ),\n", " gw_functions_params=dict(\n", " merger_rate_density=dict(\n", " param_name=\"merger_rate_density\",\n", " function_type=\"merger_rate_density_madau_dickinson_belczynski_ng\",\n", " R0=R0[i] * 1e-9, alpha_F=2.57, beta_F=5.83, c_F=3.36\n", " ),\n", " ),\n", " gw_priors=dict(\n", " mass_1_source='broken_powerlaw_plus_2peaks'\n", " ),\n", " gw_priors_params=dict(\n", " mass_1_source=dict(\n", " param_name=\"mass_1_source\",\n", " function_type=\"broken_powerlaw_plus_2peaks\",\n", " lam_0=lam_0[i], lam_1=lam_1[i], mpp_1=mpp_1[i], sigpp_1=sigpp_1[i], mpp_2=mpp_2[i], sigpp_2=sigpp_2[i], mlow_1=mlow_1[i], delta_m_1=delta_m_1[i], break_mass=break_mass[i], alpha_1=alpha_1[i], alpha_2=alpha_2[i], \n", " mmax=300.0, normalization_size=500,\n", " ),\n", " ),\n", " lens_priors=dict(\n", " velocity_dispersion='velocity_dispersion_ewoud',\n", " ),\n", " lens_priors_params=dict(\n", " velocity_dispersion=dict(\n", " param_name=\"velocity_dispersion\",\n", " sampler_type=\"velocity_dispersion_ewoud\",\n", " sigma_min=100.0,\n", " sigma_max=400.0,\n", " alpha=alpha[i],\n", " beta=beta[i],\n", " phistar=phistar[i] * 1e-2 * (cosmo.h/0.7)**3,\n", " sigmastar=sigmastar[i],\n", " ),\n", " ),\n", " )\n", "\n", " # unlensed rates\n", " unlensed_params = ler.unlensed_cbc_statistics(size=sample_size, batch_size=batch_size, resume=False, output_jsonfile=False)\n", " unlensed_rate, unlensed_params_det = ler.unlensed_rate(unlensed_params, output_jsonfile=False)\n", " # lensed rates\n", " lensed_params = ler.lensed_cbc_statistics(size=sample_size, batch_size=batch_size, resume=False, output_jsonfile=False)\n", " lensed_rate, lensed_params_det = ler.lensed_rate(lensed_params, output_jsonfile=False)\n", " rate_ratio = unlensed_rate / lensed_rate\n", "\n", " m1_source_samples.append(np.random.choice(unlensed_params[\"mass_1_source\"], size=size_, replace=False))\n", " zs_samples.append(np.random.choice(unlensed_params[\"zs\"], size=size_, replace=False))\n", "\n", " velocity_dispersion_samples_sl.append(np.random.choice(lensed_params[\"sigma\"], size=size_, replace=False))\n", "\n", " zs = np.linspace(0, 10, 100)\n", " optical_depth_samples_sl.append(ler.optical_depth(zs))\n", "\n", " zs_samples_det.append(unlensed_params_det[\"zs\"])\n", " m1_samples_det.append(unlensed_params_det[\"mass_1\"])\n", "\n", " zs_samples_sl_det.append(lensed_params_det[\"zs\"])\n", " m1_samples_sl_det.append(lensed_params_det[\"mass_1\"])\n", " lensed_dict = relative_mu_dt_lensed(lensed_param=lensed_params_det)\n", " time_delays_sl_det.append(np.concatenate((lensed_dict['dt_rel0'], lensed_dict['dt_rel90'])))\n", "\n", " unlensed_rates.append(unlensed_rate)\n", " lensed_rates.append(lensed_rate)\n", " rate_ratios.append(rate_ratio)\n", "\n", "# detectable numbers doesn't need to have the same number of samples\n", "m1_source_samples = np.array(m1_source_samples, dtype=object)\n", "zs_samples = np.array(zs_samples, dtype=object)\n", "velocity_dispersion_samples_sl = np.array(velocity_dispersion_samples_sl, dtype=object)\n", "optical_depth_samples_sl = np.array(optical_depth_samples_sl, dtype=object)\n", "zs_samples_det = np.array(zs_samples_det, dtype=object)\n", "m1_samples_det = np.array(m1_samples_det, dtype=object)\n", "zs_samples_sl_det = np.array(zs_samples_sl_det, dtype=object)\n", "m1_samples_sl_det = np.array(m1_samples_sl_det, dtype=object)\n", "time_delays_sl_det = np.array(time_delays_sl_det, dtype=object) \n", "unlensed_rates = np.array(unlensed_rates)\n", "lensed_rates = np.array(lensed_rates)\n", "rate_ratios = np.array(rate_ratios)\n", "# time: 2.44min * loop_size\n", "# time: 5m 29.2s for loop_size=2\n", "# loop_size=100 would take around 4 hours" ] }, { "cell_type": "markdown", "id": "8d729289", "metadata": {}, "source": [ "### 4.2 Save and reload propagated results\n", "\n", "Use JSON persistence for reproducibility and faster reruns of plotting sections without recomputing expensive simulations." ] }, { "cell_type": "code", "execution_count": null, "id": "625b78da", "metadata": {}, "outputs": [], "source": [ "# # save the results in a json file\n", "# from ler.utils import append_json\n", "# dict_ = dict(\n", "# m1_source_samples=m1_source_samples,\n", "# zs_samples=zs_samples,\n", "# velocity_dispersion_samples_sl=velocity_dispersion_samples_sl,\n", "# optical_depth_samples_sl=optical_depth_samples_sl,\n", "# zs_samples_det=zs_samples_det,\n", "# m1_samples_det=m1_samples_det,\n", "# zs_samples_sl_det=zs_samples_sl_det,\n", "# m1_samples_sl_det=m1_samples_sl_det,\n", "# time_delays_sl_det=time_delays_sl_det,\n", "# unlensed_rates=unlensed_rates,\n", "# lensed_rates=lensed_rates,\n", "# rate_ratios=rate_ratios,\n", "# # median \n", "# m1_source_samples_median=m1_source_samples_median,\n", "# zs_samples_median=zs_samples_median,\n", "# velocity_dispersion_samples_sl_median=velocity_dispersion_samples_sl_median,\n", "# optical_depth_samples_sl_median=optical_depth_samples_sl_median,\n", "# zs_samples_det_median=zs_samples_det_median,\n", "# m1_samples_det_median=m1_samples_det_median,\n", "# zs_samples_sl_det_median=zs_samples_sl_det_median,\n", "# m1_samples_sl_det_median=m1_samples_sl_det_median,\n", "# time_delays_sl_det_median=time_delays_sl_det_median,\n", "# unlensed_rate_median=unlensed_rate_median,\n", "# lensed_rate_median=lensed_rate_median,\n", "# rate_ratio_median=rate_ratio_median,\n", "# )\n", "# # save the results in a json file\n", "# append_json(\"LeR_model_uncertainty.json\", dict_, replace=True);\n", "\n", "# from ler.utils import load_json\n", "\n", "# results = load_json(\"LeR_model_uncertainty.json\")\n", "# m1_source_samples = results[\"m1_source_samples\"]\n", "# zs_samples = results[\"zs_samples\"]\n", "# velocity_dispersion_samples_sl = results[\"velocity_dispersion_samples_sl\"]\n", "# optical_depth_samples_sl = results[\"optical_depth_samples_sl\"]\n", "# zs_samples_det = results[\"zs_samples_det\"]\n", "# m1_samples_det = results[\"m1_samples_det\"]\n", "# zs_samples_sl_det = results[\"zs_samples_sl_det\"]\n", "# m1_samples_sl_det = results[\"m1_samples_sl_det\"]\n", "# time_delays_sl_det = results[\"time_delays_sl_det\"]\n", "# unlensed_rates = results[\"unlensed_rates\"]\n", "# lensed_rates = results[\"lensed_rates\"]\n", "# rate_ratios = results[\"rate_ratios\"]\n", "# # median \n", "# m1_source_samples_median = results[\"m1_source_samples_median\"]\n", "# zs_samples_median = results[\"zs_samples_median\"]\n", "# velocity_dispersion_samples_sl_median = results[\"velocity_dispersion_samples_sl_median\"]\n", "# optical_depth_samples_sl_median = results[\"optical_depth_samples_sl_median\"]\n", "# zs_samples_det_median = results[\"zs_samples_det_median\"]\n", "# m1_samples_det_median = results[\"m1_samples_det_median\"]\n", "# zs_samples_sl_det_median = results[\"zs_samples_sl_det_median\"]\n", "# m1_samples_sl_det_median = results[\"m1_samples_sl_det_median\"]\n", "# time_delays_sl_det_median = results[\"time_delays_sl_det_median\"]\n", "# unlensed_rate_median = results[\"unlensed_rate_median\"]\n", "# lensed_rate_median = results[\"lensed_rate_median\"]\n", "# rate_ratio_median = results[\"rate_ratio_median\"]" ] }, { "cell_type": "code", "execution_count": 25, "id": "3f1a99d8", "metadata": {}, "outputs": [ { "data": { "image/png": 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", "text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "import numpy as np\n", "import matplotlib.pyplot as plt\n", "\n", "plt.style.use('dark_background')\n", "plt.figure(figsize=(6, 4))\n", "\n", "for i in range(len(time_delays_sl_det)):\n", " plt.hist(np.log10(time_delays_sl_det[i]), bins=30, alpha=0.2, density=True, color='r', linewidth=3, histtype='step')\n", "\n", "# median time delays\n", "plt.hist(np.log10(time_delays_sl_det_median), bins=30, alpha=1.0, density=True, color='c', linewidth=2, label=\"Median\", histtype='step')\n", "\n", "# vertical line for 1s, 1day, 1 week, 1 month, 1 year\n", "plt.axvline(np.log10(1/86400), color='y', linestyle='--', label='1 second')\n", "plt.axvline(np.log10(1), color='g', linestyle='--', label='1 day')\n", "plt.axvline(np.log10(7), color='b', linestyle='--', label='1 week')\n", "plt.axvline(np.log10(30), color='m', linestyle='--', label='1 month')\n", "plt.axvline(np.log10(365), color='c', linestyle='--', label='1 year')\n", "\n", "plt.xlim(-6, 3)\n", "plt.xlabel(r\"$\\log_{10}(\\Delta t\\;[\\mathrm{days}])$\")\n", "plt.ylabel(\"KDE density\")\n", "plt.legend()\n", "plt.tight_layout()\n", "plt.grid(alpha=0.4)\n", "plt.show()\n" ] }, { "cell_type": "code", "execution_count": 28, "id": "ba9e75f0", "metadata": {}, "outputs": [ { "data": { "image/png": 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", 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" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "import matplotlib.pyplot as plt\n", "plt.figure(figsize=(5, 4))\n", "zs = np.linspace(0, 10, 100)\n", "for j in range(loop_size):\n", " plt.plot(zs, optical_depth_samples_sl[j], color='r', alpha=0.2, linewidth=3)\n", "\n", "# median optical depth\n", "plt.plot(zs, optical_depth_samples_sl_median, color='c', alpha=1.0, linewidth=2, label=\"Median\")\n", "\n", "plt.xlim(0, 10)\n", "plt.ylim(0, 3.8e-3)\n", "plt.xlabel(\"Redshift\")\n", "plt.ylabel(\"Optical Depth\")\n", "plt.legend()\n", "plt.show()" ] }, { "cell_type": "markdown", "id": "7efc39db", "metadata": {}, "source": [ "\n" ] }, { "cell_type": "markdown", "id": "5b84f317", "metadata": {}, "source": [ "---\n", "\n", "## Part 5: Visualize Uncertainty in Rates and Mass Distribution\n", "\n", "### 5.1 Rate distributions\n", "\n", "Compare baseline (median) rates against the posterior-propagated distribution for unlensed rates, lensed rates, and their ratio." ] }, { "cell_type": "code", "execution_count": 32, "id": "64f45149", "metadata": {}, "outputs": [ { "data": { "image/png": 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" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "# plot the distribution of the rates and rate ratios\n", "fig, (ax1, ax2, ax3) = plt.subplots(1, 3, figsize=(15, 5))\n", "\n", "ax1.hist(unlensed_rates, bins=12, alpha=0.7)\n", "# median value\n", "ax1.axvline(unlensed_rate_median, color=\"blue\", linestyle=\"--\", linewidth=4)\n", "ax1.set_title(\"Unlensed rates\")\n", "\n", "ax2.hist(lensed_rates, bins=12, alpha=0.7)\n", "ax2.axvline(lensed_rate_median, color=\"orange\", linestyle=\"--\", linewidth=4)\n", "ax2.set_title(\"Lensed rates\")\n", "\n", "ax3.hist(rate_ratios, bins=12, alpha=0.7)\n", "ax3.axvline(rate_ratio_median, color=\"green\", linestyle=\"--\", linewidth=4)\n", "ax3.set_title(\"Rate Ratios\")\n", "\n", "plt.tight_layout()\n", "plt.show()" ] }, { "cell_type": "markdown", "id": "32da302d", "metadata": {}, "source": [ "### 5.2 Source-mass distribution uncertainty\n", "\n", "Overlay mass distributions from posterior realizations and compare against the median-hyperparameter reference distribution." ] }, { "cell_type": "code", "execution_count": null, "id": "c9cb2afc", "metadata": {}, "outputs": [ { "data": { "image/png": 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", "text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "# Plot m1 distribution overlays using m1_samples_unlensed\n", "import numpy as np\n", "import matplotlib.pyplot as plt\n", "\n", "plt.figure(figsize=(12, 5))\n", "bins = 200\n", "# Plot many recalibrated sample histograms and their corresponding PDF estimates\n", "for arr in m1_source_samples:\n", " plt.hist(arr, bins=bins, density=True, alpha=0.1, color='r', histtype='step')\n", "\n", "plt.hist(m1_source_samples_median, bins=bins, density=True, alpha=0.7, color='blue', histtype='step', label='Median Hyperparameters', linewidth=3)\n", "\n", "legend = plt.legend(\n", " handlelength=2.2,\n", " loc='upper right',\n", " bbox_to_anchor=(1, 1),\n", " frameon=True,\n", " fontsize=14,\n", " edgecolor='lightgray'\n", ")\n", "legend.get_frame().set_boxstyle('Round', pad=0.0, rounding_size=0.2)\n", "for handle in legend.get_lines():\n", " handle.set_linewidth(1.6)\n", " handle.set_alpha(0.85)\n", "\n", "plt.yscale('log')\n", "plt.ylim(1e-5, 1.0)\n", "plt.xlim(1, 99)\n", "plt.xlabel('mass_1_source (M_sun)')\n", "plt.ylabel('PDF')\n", "plt.show()" ] }, { "cell_type": "markdown", "id": "a46a4f3b", "metadata": {}, "source": [ "---\n", "\n", "## Summary\n", "\n", "This notebook demonstrated how to propagate astrophysical mass-model uncertainty into LeR rate predictions.\n", "\n", "1. Loaded posterior samples for the broken powerlaw + two peaks hyperparameters.\n", "2. Built a median-hyperparameter baseline and computed unlensed/lensed rates.\n", "3. Propagated posterior uncertainty through repeated LeR simulations.\n", "4. Compared the baseline against posterior-driven distributions of rates and source masses.\n", "\n", "This workflow provides uncertainty-aware rate estimates rather than a single deterministic rate value." ] } ], "metadata": { "kernelspec": { "display_name": "ler", "language": "python", "name": "ler" }, "language_info": { "codemirror_mode": { "name": "ipython", "version": 3 }, "file_extension": ".py", "mimetype": "text/x-python", "name": "python", "nbconvert_exporter": "python", "pygments_lexer": "ipython3", "version": "3.10.18" } }, "nbformat": 4, "nbformat_minor": 5 }