{
"cells": [
{
"cell_type": "markdown",
"id": "a21b6f6f-ac6f-44c6-9934-22319396d9ff",
"metadata": {},
"source": [
"# The 1919 Eclipse: parameter inference and model comparison"
]
},
{
"cell_type": "markdown",
"id": "b131758f-4f9c-45a8-a535-7eeb314230b0",
"metadata": {},
"source": [
"Florent Leclercq
\n",
"Imperial Centre for Inference and Cosmology, Imperial College London
\n",
"florent.leclercq@polytechnique.org"
]
},
{
"cell_type": "code",
"execution_count": 1,
"id": "2f98c657-9ba2-420e-a5f6-7634b0ecf3ac",
"metadata": {},
"outputs": [],
"source": [
"import numpy as np\n",
"import scipy\n",
"import scipy.stats as ss\n",
"import matplotlib.pyplot as plt\n",
"np.random.seed(3)"
]
},
{
"cell_type": "code",
"execution_count": 2,
"id": "5c199554-b35b-4a38-9769-5ee6e065aa12",
"metadata": {},
"outputs": [],
"source": [
"# Some plotting tools and routines\n",
"\n",
"nBins = 30\n",
"nContourLevels = 3\n",
"# 2d contour levels: (68%, 95%, 99%)\n",
"confLevels = [.3173, .0455, .0027]\n",
"smoothingKernel = 1\n",
"\n",
"def get_marginal(samples):\n",
" # create 1d histogram\n",
" hist1d, edges = np.histogram(samples, weights=np.ones_like(samples),\n",
" density=True, bins=nBins)\n",
"\n",
" # Bin center between histogram edges\n",
" centers = (edges[1:]+edges[:-1])/2\n",
"\n",
" # Filter data\n",
" pdf = np.array((centers, hist1d))\n",
" pdf = scipy.ndimage.gaussian_filter1d(pdf, sigma=smoothingKernel)\n",
"\n",
" # Clip the pdf to zero out of the bins\n",
" centers, hist = pdf[0], pdf[1]\n",
" centers = np.insert(centers, 0, centers[0]-(centers[1]-centers[0]))\n",
" hist = np.insert(hist, 0, 0.)\n",
" centers = np.insert(centers, len(centers), centers[len(centers)-1]-(centers[len(centers)-2]-centers[len(centers)-1]))\n",
" hist = np.insert(hist, len(hist), 0.)\n",
"\n",
" # Normalize all the pdfs to the same height\n",
" hist /= hist.max()\n",
"\n",
" pdf = np.array((centers, hist))\n",
" \n",
" return pdf\n",
"\n",
"def get_contours(samples_x, samples_y):\n",
" # Empty arrays needed below\n",
" chainLevels = np.ones(nContourLevels+1)\n",
" extents = np.empty(4)\n",
"\n",
" # These are needed to compute the contour levels\n",
" nBinsFlat = np.linspace(0., nBins**2, nBins**2)\n",
"\n",
" # Create 2d histogram\n",
" hist2d, xedges, yedges = np.histogram2d(\n",
" samples_x, samples_y, weights=np.ones_like(samples_x), bins=nBins)\n",
" # image extent, needed below for contour lines\n",
" extents = [xedges[0], xedges[-1], yedges[0], yedges[-1]]\n",
" # Normalize\n",
" hist2d = hist2d/np.sum(hist2d)\n",
" # Cumulative 1d distribution\n",
" histOrdered = np.sort(hist2d.flat)\n",
" histCumulative = np.cumsum(histOrdered)\n",
"\n",
" # Compute contour levels (from low to high for technical reasons)\n",
" for l in range(nContourLevels):\n",
" # Find location of contour level in 1d histCumulative\n",
" temp = np.interp(confLevels[l], histCumulative, nBinsFlat)\n",
" # Find \"height\" of contour level\n",
" chainLevels[nContourLevels-1-l] = np.interp(temp, nBinsFlat, histOrdered)\n",
"\n",
" # Apply Gaussian smoothing\n",
" contours = scipy.ndimage.gaussian_filter(hist2d.T, sigma=smoothingKernel)\n",
"\n",
" xbins = (xedges[1:]+xedges[:-1])/2\n",
" ybins = (yedges[1:]+yedges[:-1])/2\n",
" \n",
" return xbins, ybins, contours, chainLevels"
]
},
{
"cell_type": "markdown",
"id": "a1f4f890-cd97-453e-963e-082ccca41316",
"metadata": {},
"source": [
"## Data model"
]
},
{
"cell_type": "code",
"execution_count": 3,
"id": "df3a9d78-8eac-412e-b3f7-5b798e267d33",
"metadata": {},
"outputs": [],
"source": [
"def Dx_11(alpha,a,b,c):\n",
" return c-0.160*b-1.261*a-0.587*alpha/19.8\n",
"def Dx_5(alpha,a,b,c):\n",
" return c-1.107*b-0.160*a-0.557*alpha/19.8\n",
"def Dx_4(alpha,a,b,c):\n",
" return c+0.472*b+0.334*a-0.186*alpha/19.8\n",
"def Dx_3(alpha,a,b,c):\n",
" return c+0.360*b+0.348*a-0.222*alpha/19.8\n",
"def Dx_6(alpha,a,b,c):\n",
" return c+1.099*b+0.587*a+0.080*alpha/19.8\n",
"def Dx_10(alpha,a,b,c):\n",
" return c+1.321*b+0.860*a+0.158*alpha/19.8\n",
"def Dx_2(alpha,a,b,c):\n",
" return c-0.328*b+1.079*a+1.540*alpha/19.8\n",
"\n",
"def Dy_11(alpha,d,e,f):\n",
" return f-1.261*d-0.160*e+0.036*alpha/19.8\n",
"def Dy_5(alpha,d,e,f):\n",
" return f-0.160*d-1.107*e-0.789*alpha/19.8\n",
"def Dy_4(alpha,d,e,f):\n",
" return f+0.334*d+0.472*e+1.336*alpha/19.8\n",
"def Dy_3(alpha,d,e,f):\n",
" return f+0.348*d+0.360*e+1.574*alpha/19.8\n",
"def Dy_6(alpha,d,e,f):\n",
" return f+0.587*d+1.099*e+0.726*alpha/19.8\n",
"def Dy_10(alpha,d,e,f):\n",
" return f+0.860*d+1.321*e+0.589*alpha/19.8\n",
"def Dy_2(alpha,d,e,f):\n",
" return f+1.079*d-0.328*e-0.156*alpha/19.8\n",
"\n",
"stars = np.array([11,5,4,3,6,10,2])\n",
"alpha_GR=1.75\n",
"alpha_Newton=0.9"
]
},
{
"cell_type": "markdown",
"id": "bfbfa8dd-81ba-4e17-a969-26b0413a3c4d",
"metadata": {},
"source": [
"## Simulations"
]
},
{
"cell_type": "code",
"execution_count": 4,
"id": "b33fb16f-2942-4b81-9923-a9bfff89ebcf",
"metadata": {},
"outputs": [],
"source": [
"nsims=10\n",
"a=ss.uniform(-1.,2.).rvs(nsims)\n",
"b=ss.uniform(-1.,2.).rvs(nsims)\n",
"c=ss.uniform(-1.,2.).rvs(nsims)\n",
"d=ss.uniform(-1.,2.).rvs(nsims)\n",
"e=ss.uniform(-1.,2.).rvs(nsims)\n",
"f=ss.uniform(-1.,2.).rvs(nsims)\n",
"alpha=ss.uniform(-0.75,2+0.75).rvs(nsims)\n",
"\n",
"sims_x = np.array([\n",
" Dx_11(alpha,a,b,c),\n",
" Dx_5(alpha,a,b,c),\n",
" Dx_4(alpha,a,b,c),\n",
" Dx_3(alpha,a,b,c),\n",
" Dx_6(alpha,a,b,c),\n",
" Dx_10(alpha,a,b,c),\n",
" Dx_2(alpha,a,b,c)\n",
"])\n",
"sims_y = np.array([\n",
" Dy_11(alpha,d,e,f),\n",
" Dy_5(alpha,d,e,f),\n",
" Dy_4(alpha,d,e,f),\n",
" Dy_3(alpha,d,e,f),\n",
" Dy_6(alpha,d,e,f),\n",
" Dy_10(alpha,d,e,f),\n",
" Dy_2(alpha,d,e,f)\n",
"])"
]
},
{
"cell_type": "markdown",
"id": "8e5f2579-4f10-4acf-b54d-bd511ca9bbf3",
"metadata": {},
"source": [
"## Data vectors"
]
},
{
"cell_type": "code",
"execution_count": 5,
"id": "1c69c01a-1870-4779-9686-8df6bcd5f439",
"metadata": {},
"outputs": [],
"source": [
"# Using comparison plate 14_2a\n",
"dx_I = np.array([\n",
" -1.411+1.500 - (-0.478+0.552),\n",
" -1.048+1.500 - (-0.544+0.552),\n",
" -1.216+1.500 - (-0.368+0.552),\n",
" -1.237+1.500 - (-0.350+0.552),\n",
" -1.342+1.500 - (-0.317+0.552),\n",
" -1.289+1.500 - (-0.272+0.552),\n",
" -0.789+1.500 - (-0.396+0.552),\n",
"])\n",
"dy_I = np.array([\n",
" -0.554+0.554 - (-0.109+0.206),\n",
" -0.338+0.554 - (-0.204+0.206),\n",
" +0.114+0.554 - (-0.136+0.206),\n",
" +0.150+0.554 - (-0.073+0.206),\n",
" +0.124+0.554 - (-0.144+0.206),\n",
" +0.205+0.554 - (-0.146+0.206),\n",
" +0.109+0.554 - (-0.182+0.206),\n",
"])\n",
"dx_II = np.array([\n",
" -1.416+1.500 - (-0.478+0.552),\n",
" -1.221+1.500 - (-0.544+0.552),\n",
" -1.054+1.500 - (-0.368+0.552),\n",
" -1.079+1.500 - (-0.350+0.552),\n",
" -1.012+1.500 - (-0.317+0.552),\n",
" -0.999+1.500 - (-0.272+0.552),\n",
" -0.733+1.500 - (-0.396+0.552),\n",
"])\n",
"dy_II = np.array([\n",
" -1.324+1.324 - (-0.109+0.206),\n",
" -1.312+1.324 - (-0.204+0.206),\n",
" -0.944+1.324 - (-0.136+0.206),\n",
" -0.862+1.324 - (-0.073+0.206),\n",
" -0.932+1.324 - (-0.144+0.206),\n",
" -0.948+1.324 - (-0.146+0.206),\n",
" -1.019+1.324 - (-0.182+0.206),\n",
"])\n",
"dx_III = np.array([\n",
" +0.592-0.500 - (-0.478+0.552),\n",
" +0.756-0.500 - (-0.544+0.552),\n",
" +0.979-0.500 - (-0.368+0.552),\n",
" +0.958-0.500 - (-0.350+0.552),\n",
" +1.052-0.500 - (-0.317+0.552),\n",
" +1.157-0.500 - (-0.272+0.552),\n",
" +1.256-0.500 - (-0.396+0.552),\n",
"])\n",
"dy_III = np.array([\n",
" +0.956-0.843 - (-0.109+0.206),\n",
" +0.843-0.843 - (-0.204+0.206),\n",
" +1.172-0.843 - (-0.136+0.206),\n",
" +1.244-0.843 - (-0.073+0.206),\n",
" +1.197-0.843 - (-0.144+0.206),\n",
" +1.211-0.843 - (-0.146+0.206),\n",
" +0.924-0.843 - (-0.182+0.206),\n",
"])\n",
"dx_IV = np.array([\n",
" +0.563-0.500 - (-0.478+0.552),\n",
" +0.683-0.500 - (-0.544+0.552),\n",
" +0.849-0.500 - (-0.368+0.552),\n",
" +0.861-0.500 - (-0.350+0.552),\n",
" +0.894-0.500 - (-0.317+0.552),\n",
" +0.934-0.500 - (-0.272+0.552),\n",
" +1.177-0.500 - (-0.396+0.552),\n",
"])\n",
"dy_IV = np.array([\n",
" +1.238-1.226 - (-0.109+0.206),\n",
" +1.226-1.226 - (-0.204+0.206),\n",
" +1.524-1.226 - (-0.136+0.206),\n",
" +1.587-1.226 - (-0.073+0.206),\n",
" +1.564-1.226 - (-0.144+0.206),\n",
" +1.522-1.226 - (-0.146+0.206),\n",
" +1.373-1.226 - (-0.182+0.206),\n",
"])\n",
"dx_V = np.array([\n",
" +0.406-0.400 - (-0.478+0.552),\n",
" +0.468-0.400 - (-0.544+0.552),\n",
" +0.721-0.400 - (-0.368+0.552),\n",
" +0.733-0.400 - (-0.350+0.552),\n",
" +0.798-0.400 - (-0.317+0.552),\n",
" +0.864-0.400 - (-0.272+0.552),\n",
" +0.995-0.400 - (-0.396+0.552),\n",
"])\n",
"dy_V = np.array([\n",
" +0.970-0.861 - (-0.109+0.206),\n",
" +0.861-0.861 - (-0.204+0.206),\n",
" +1.167-0.861 - (-0.136+0.206),\n",
" +1.234-0.861 - (-0.073+0.206),\n",
" +1.130-0.861 - (-0.144+0.206),\n",
" +1.119-0.861 - (-0.146+0.206),\n",
" +0.935-0.861 - (-0.182+0.206),\n",
"])\n",
"# Plate VI was not used!\n",
"dx_VII = np.array([\n",
" -1.456+1.500 - (-0.478+0.552),\n",
" -1.267+1.500 - (-0.544+0.552),\n",
" -1.028+1.500 - (-0.368+0.552),\n",
" -1.010+1.500 - (-0.350+0.552),\n",
" -0.888+1.500 - (-0.317+0.552),\n",
" -0.820+1.500 - (-0.272+0.552),\n",
" -0.768+1.500 - (-0.396+0.552),\n",
"])\n",
"dy_VII = np.array([\n",
" +0.964-0.777 - (-0.109+0.206),\n",
" +0.777-0.777 - (-0.204+0.206),\n",
" +1.142-0.777 - (-0.136+0.206),\n",
" +1.185-0.777 - (-0.073+0.206),\n",
" +1.125-0.777 - (-0.144+0.206),\n",
" +1.072-0.777 - (-0.146+0.206),\n",
" +0.892-0.777 - (-0.182+0.206),\n",
"])\n",
"dx_VIII = np.array([\n",
" -1.285+1.300 - (-0.478+0.552),\n",
" -1.152+1.300 - (-0.544+0.552),\n",
" -0.927+1.300 - (-0.368+0.552),\n",
" -0.897+1.300 - (-0.350+0.552),\n",
" -0.838+1.300 - (-0.317+0.552),\n",
" -0.768+1.300 - (-0.272+0.552),\n",
" -0.585+1.300 - (-0.396+0.552),\n",
"])\n",
"dy_VIII = np.array([\n",
" -1.195+1.322 - (-0.109+0.206),\n",
" -1.332+1.322 - (-0.204+0.206),\n",
" -0.930+1.322 - (-0.136+0.206),\n",
" -0.894+1.322 - (-0.073+0.206),\n",
" -0.937+1.322 - (-0.144+0.206),\n",
" -0.964+1.322 - (-0.146+0.206),\n",
" -1.166+1.322 - (-0.182+0.206),\n",
"])\n",
"\n",
"# Assumed error on the measurements\n",
"sigma_d = 0.05"
]
},
{
"cell_type": "code",
"execution_count": 6,
"id": "4e4e9f0e-c54b-4e4d-aa02-4050d963fe7a",
"metadata": {},
"outputs": [
{
"data": {
"text/plain": [
""
]
},
"execution_count": 6,
"metadata": {},
"output_type": "execute_result"
},
{
"data": {
"image/png": 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\n",
"text/plain": [
""
]
},
"metadata": {
"needs_background": "light"
},
"output_type": "display_data"
}
],
"source": [
"from matplotlib.lines import Line2D\n",
"\n",
"fig, (ax0, ax1) = plt.subplots(1, 2, figsize=(20,8))\n",
"\n",
"for i, star in enumerate(stars):\n",
" ax0.scatter(star*np.ones(nsims),sims_x[i],marker=\"o\",color=\"black\")\n",
"for dx in [dx_I,dx_II,dx_III,dx_IV,dx_V,dx_VII,dx_VIII]:\n",
" ax0.scatter(stars,dx,color=\"C0\",marker=\"D\")\n",
"ax0.set_xlabel(\"Star index\")\n",
"ax0.set_ylabel(\"Dx\")\n",
"legend_elements = [Line2D([0], [0], lw=0, marker=\"o\", color=\"black\", label=\"simulations\"),\n",
" Line2D([0], [0], lw=0, marker=\"D\", color=\"C0\", label=\"data\"),\n",
" ]\n",
"ax0.legend(handles=legend_elements)\n",
"\n",
"for i, star in enumerate(stars):\n",
" ax1.scatter(star*np.ones(nsims),sims_y[i],marker=\"o\",color=\"black\")\n",
"for dy in [dy_I,dy_II,dy_III,dy_IV,dy_V,dy_VII,dy_VIII]:\n",
" ax1.scatter(stars,dy,color=\"C0\",marker=\"D\")\n",
"ax1.set_xlabel(\"Star index\")\n",
"ax1.set_ylabel(\"Dy\")\n",
"ax1.legend(handles=legend_elements)"
]
},
{
"cell_type": "markdown",
"id": "b49b456e-f100-4d7f-a8aa-0bcb4bc14d21",
"metadata": {},
"source": [
"## Log-likelihood"
]
},
{
"cell_type": "code",
"execution_count": 7,
"id": "d96c0d6a-855e-4860-95e5-871206777a2a",
"metadata": {},
"outputs": [],
"source": [
"def lh_platex_logpdf(theta,data,sigma_d):\n",
" alpha,a,b,c = theta[0],theta[1],theta[2],theta[3]\n",
" theory = np.array([\n",
" Dx_11(alpha,a,b,c),\n",
" Dx_5(alpha,a,b,c),\n",
" Dx_4(alpha,a,b,c),\n",
" Dx_3(alpha,a,b,c),\n",
" Dx_6(alpha,a,b,c),\n",
" Dx_10(alpha,a,b,c),\n",
" Dx_2(alpha,a,b,c)\n",
" ])\n",
" return -1/2.*np.sum((theory-data)**2/sigma_d**2)\n",
"\n",
"def lh_platey_logpdf(theta,data,sigma_d):\n",
" alpha,d,e,f = theta[0],theta[1],theta[2],theta[3]\n",
" theory = np.array([\n",
" Dy_11(alpha,d,e,f),\n",
" Dy_5(alpha,d,e,f),\n",
" Dy_4(alpha,d,e,f),\n",
" Dy_3(alpha,d,e,f),\n",
" Dy_6(alpha,d,e,f),\n",
" Dy_10(alpha,d,e,f),\n",
" Dy_2(alpha,d,e,f)\n",
" ])\n",
" # Note that the second term is not relevant for MCMC, only for model comparison\n",
" return -1/2.*np.sum((theory-data)**2/sigma_d**2) - (np.sqrt(2*np.pi)*sigma_d)**theory.shape[0]\n",
"\n",
"def target_logpdf(theta,data,sigma_d):\n",
" return lh_platex_logpdf(theta,data,sigma_d)"
]
},
{
"cell_type": "code",
"execution_count": 8,
"id": "cd05e3e2-3ce0-4290-b421-eb046e8b39fb",
"metadata": {},
"outputs": [
{
"data": {
"text/plain": [
"(-114.41481733496576, -25.490621014683164)"
]
},
"execution_count": 8,
"metadata": {},
"output_type": "execute_result"
}
],
"source": [
"lh_platex_logpdf([1.7,0.,0.,0.],dx_II,sigma_d), lh_platey_logpdf([0.9,0.1,-0.1,0.05],dy_V,sigma_d)"
]
},
{
"cell_type": "markdown",
"id": "57d949bf-4f4c-446d-ac69-644f161cf0be",
"metadata": {},
"source": [
"## Metropolis-Hastings sampler"
]
},
{
"cell_type": "code",
"execution_count": 9,
"id": "9e76f50e-438f-4614-bdf3-89a850c25014",
"metadata": {},
"outputs": [],
"source": [
"def uniform_proposal_pdf(proposal_cov):\n",
" sigmas=np.sqrt(np.diag(proposal_cov))\n",
" return ss.uniform(loc=-sigmas*np.sqrt(3), scale=2*sigmas*np.sqrt(3))\n",
"\n",
"def gaussian_proposal_pdf(proposal_cov):\n",
" return ss.multivariate_normal(np.zeros(proposal_cov.shape[0]),proposal_cov)\n",
"\n",
"def proposal_pdf(proposal_cov):\n",
"# return uniform_proposal_pdf(proposal_cov)\n",
" return gaussian_proposal_pdf(proposal_cov)"
]
},
{
"cell_type": "code",
"execution_count": 10,
"id": "ea81e172-a17b-4a4c-853f-19f88b64d8f7",
"metadata": {},
"outputs": [],
"source": [
"def MH_sampler(Ntries,theta_start,data,sigma_d,proposal_cov):\n",
" Naccepted=0\n",
" samples=list()\n",
" samples.append(theta_start)\n",
" theta=theta_start\n",
" for i in range(Ntries):\n",
" theta_p = theta + proposal_pdf(proposal_cov).rvs()\n",
" # the uniform/Gaussian proposal pdf satisfies the detailed balance equation, so the\n",
" # acceptance ratio simplifies to the Metropolis ratio\n",
" a = min(1, np.exp(target_logpdf(theta_p,data,sigma_d) - target_logpdf(theta,data,sigma_d)))\n",
" u = ss.uniform().rvs()\n",
" if u < a:\n",
" Naccepted+=1\n",
" theta=theta_p\n",
" samples.append(theta)\n",
" return Naccepted, np.array(samples)"
]
},
{
"cell_type": "code",
"execution_count": 11,
"id": "a1583f62-b991-41a3-b5aa-0be52b1fe09f",
"metadata": {},
"outputs": [],
"source": [
"Ntries1=1000\n",
"Nburnin=100\n",
"proposal_sigma=np.array([8e-1,4e-2,2e-2,2e-2])\n",
"proposal_cov=np.diag(proposal_sigma**2)\n",
"theta_start=np.array([1.75,0.,0.,0.])\n",
"Naccepted, samples = MH_sampler(Ntries1,theta_start,dx_II,sigma_d,proposal_cov)\n",
"fraction_accepted=float(Naccepted)/Ntries1"
]
},
{
"cell_type": "code",
"execution_count": 12,
"id": "80a19fa3-fc76-4e44-92db-fc5f85f991a4",
"metadata": {},
"outputs": [
{
"data": {
"text/plain": [
""
]
},
"execution_count": 12,
"metadata": {},
"output_type": "execute_result"
},
{
"data": {
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\n",
"text/plain": [
""
]
},
"metadata": {
"needs_background": "light"
},
"output_type": "display_data"
}
],
"source": [
"fig, (ax0, ax1, ax2, ax3) = plt.subplots(4,1,figsize=(10,12))\n",
"\n",
"ax0.set_xlim(0,Ntries1+1)\n",
"ax0.set_title(\"Trace plot\")\n",
"ax0.set_ylabel(\"$\\\\alpha$\")\n",
"ax0.plot(np.arange(Ntries1+1),samples.T[0],marker='.',color='C0')\n",
"ax0.axhline(alpha_Newton,color='black',linestyle='--')\n",
"ax0.axhline(alpha_GR,color='black',linestyle='--')\n",
"ax0.axvline(Nburnin,color='black',linestyle=':')\n",
"\n",
"ax1.set_xlim(0,Ntries1+1)\n",
"ax1.set_ylabel(\"$a$\")\n",
"ax1.plot(np.arange(Ntries1+1),samples.T[1],marker='.',color='C1')\n",
"ax1.axvline(Nburnin,color='black',linestyle=':')\n",
"\n",
"ax2.set_xlim(0,Ntries1+1)\n",
"ax2.set_ylabel(\"$b$\")\n",
"ax2.plot(np.arange(Ntries1+1),samples.T[2],marker='.',color='C2')\n",
"ax2.axvline(Nburnin,color='black',linestyle=':')\n",
"\n",
"ax3.set_xlim(0,Ntries1+1)\n",
"ax3.set_ylabel(\"$c$\")\n",
"ax3.plot(np.arange(Ntries1+1),samples.T[3],marker='.',color='C3')\n",
"ax3.set_xlabel(\"sample number\")\n",
"ax3.axvline(Nburnin,color='black',linestyle=':')"
]
},
{
"cell_type": "code",
"execution_count": 13,
"id": "c74b0cd8-2f94-40a4-8fb3-f7374ad39130",
"metadata": {},
"outputs": [
{
"data": {
"text/plain": [
"0.319"
]
},
"execution_count": 13,
"metadata": {},
"output_type": "execute_result"
}
],
"source": [
"fraction_accepted"
]
},
{
"cell_type": "markdown",
"id": "7cec5f83-07d5-42a9-807d-75ac419df061",
"metadata": {},
"source": [
"## Markov chain diagnostics"
]
},
{
"cell_type": "markdown",
"id": "347fe4a3-618a-4170-b8a9-4e7d8d89f65c",
"metadata": {},
"source": [
"### 1- Step size"
]
},
{
"cell_type": "code",
"execution_count": 14,
"id": "11f50953-e8b1-4838-badc-d2fcfcb33d83",
"metadata": {},
"outputs": [],
"source": [
"Ntries2=1000\n",
"theta_start=np.array([1.75,0.,0.,0.])"
]
},
{
"cell_type": "code",
"execution_count": 15,
"id": "3925632d-8751-4126-b5db-818865d3b7e6",
"metadata": {},
"outputs": [],
"source": [
"# Suitable step size\n",
"proposal_sigma_1=np.array([8e-1,4e-2,2e-2,2e-2])\n",
"proposal_cov=np.diag(proposal_sigma_1**2)\n",
"Naccepted_1, samples_1 = MH_sampler(Ntries2,theta_start,dx_II,sigma_d,proposal_cov)\n",
"fraction_accepted_1=float(Naccepted_1)/Ntries2"
]
},
{
"cell_type": "code",
"execution_count": 16,
"id": "82fc7cff-0fe2-4657-9ef3-89394e927e51",
"metadata": {},
"outputs": [],
"source": [
"# Step size too large\n",
"proposal_sigma_2=np.array([1.5,0.2,0.1,0.1])\n",
"proposal_cov=np.diag(proposal_sigma_2**2)\n",
"Naccepted_2, samples_2 = MH_sampler(Ntries2,theta_start,dx_II,sigma_d,proposal_cov)\n",
"fraction_accepted_2=float(Naccepted_2)/Ntries2"
]
},
{
"cell_type": "code",
"execution_count": 17,
"id": "bf2ca833-3ac5-46d9-a809-bd4e6f161ea3",
"metadata": {},
"outputs": [],
"source": [
"# Step size too small\n",
"proposal_sigma_3=np.array([1e-2,2e-3,1e-3,1e-3])\n",
"proposal_cov=np.diag(proposal_sigma_3**2)\n",
"Naccepted_3, samples_3 = MH_sampler(Ntries2,theta_start,dx_II,sigma_d,proposal_cov)\n",
"fraction_accepted_3=float(Naccepted_3)/Ntries2"
]
},
{
"cell_type": "code",
"execution_count": 18,
"id": "077a2534-edb3-49ce-b88a-78c0173a3997",
"metadata": {},
"outputs": [
{
"data": {
"image/png": 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\n",
"text/plain": [
""
]
},
"metadata": {
"needs_background": "light"
},
"output_type": "display_data"
}
],
"source": [
"f, ((ax1, ax2, ax3), (ax4, ax5, ax6)) = plt.subplots(2, 3, sharex='col', sharey='row', figsize=(15,10))\n",
"\n",
"ax1.set_xlim(0,Ntries2)\n",
"ax1.set_ylabel(\"$\\\\alpha$\")\n",
"ax1.plot(np.arange(Ntries2+1),samples_1.T[0],marker='.',color='C0')\n",
"ymin, ymax = ax1.get_ylim()\n",
"ax1.set_title(\"sigma={}, ar={:.3f}\".format(proposal_sigma_1,fraction_accepted_1))\n",
"ax2.set_xlim(0,Ntries2)\n",
"ax2.set_ylim(ymin,ymax)\n",
"ax2.plot(np.arange(Ntries2+1),samples_2.T[0],marker='.',color='C0')\n",
"ax2.set_title(\"sigma={}, ar={:.3f}\".format(proposal_sigma_2,fraction_accepted_2))\n",
"ax3.set_xlim(0,Ntries2)\n",
"ax3.set_ylim(ymin,ymax)\n",
"ax3.plot(np.arange(Ntries2+1),samples_3.T[0],marker='.',color='C0')\n",
"ax3.set_title(\"sigma={}, ar={:.3f}\".format(proposal_sigma_3,fraction_accepted_3))\n",
"\n",
"ax4.set_xlim(0,Ntries2)\n",
"ax4.set_xlabel(\"sample number\")\n",
"ax4.set_ylabel(\"$a$\")\n",
"ax4.plot(np.arange(Ntries2+1),samples_1.T[1],marker='.',color='C1')\n",
"ymin, ymax = ax4.get_ylim()\n",
"ax4.set_title(\"sigma={}, ar={:.3f}\".format(proposal_sigma_1,fraction_accepted_1))\n",
"ax5.set_xlim(0,Ntries2)\n",
"ax5.set_ylim(ymin,ymax)\n",
"ax5.set_xlabel(\"sample number\")\n",
"ax5.plot(np.arange(Ntries2+1),samples_2.T[1],marker='.',color='C1')\n",
"ax5.set_title(\"sigma={}, ar={:.3f}\".format(proposal_sigma_2,fraction_accepted_2))\n",
"ax6.set_xlim(0,Ntries2)\n",
"ax6.set_ylim(ymin,ymax)\n",
"ax6.set_xlabel(\"sample number\")\n",
"ax6.plot(np.arange(Ntries2+1),samples_3.T[1],marker='.',color='C1')\n",
"ax6.set_title(\"sigma={}, ar={:.3f}\".format(proposal_sigma_3,fraction_accepted_3))\n",
"\n",
"ymin, ymax = ax1.get_ylim()\n",
"ax1.text(200,ymax-(ymax-ymin)/10., \"adequate step size\",fontsize=14)\n",
"ax2.text(200,ymax-(ymax-ymin)/10., \"step size too large\",fontsize=14)\n",
"ax3.text(200,ymax-(ymax-ymin)/10., \"step size too small\",fontsize=14)\n",
"f.subplots_adjust(wspace=0.1)"
]
},
{
"cell_type": "markdown",
"id": "28503a38-ab55-4718-be61-1bc813737488",
"metadata": {},
"source": [
"### 2- Multiple chains, different starting points"
]
},
{
"cell_type": "code",
"execution_count": 19,
"id": "7673cbd8-0cff-4de6-84e5-eb50a0b52d9d",
"metadata": {},
"outputs": [],
"source": [
"Ntries3=6000\n",
"Nburnin=350\n",
"proposal_sigma=np.array([8e-1,4e-2,2e-2,2e-2])\n",
"proposal_cov=np.diag(proposal_sigma**2)\n",
"Nchains=5"
]
},
{
"cell_type": "code",
"execution_count": 20,
"id": "d0d7a835-ac2f-4f88-8cea-d0c7e63888fe",
"metadata": {},
"outputs": [],
"source": [
"# Run Nchains different chains starting at different positions in parameter space\n",
"chains_dx_II = [MH_sampler(Ntries3,theta_start,dx_II,sigma_d,proposal_cov)\n",
" for theta_start in np.stack((np.linspace(0.,3.,Nchains),\n",
" np.linspace(-1.,1.,Nchains),\n",
" np.linspace(-1.,1.,Nchains),\n",
" np.linspace(-1.,1.,Nchains)),axis=1)]\n",
"chain_dx_II = np.array([chains_dx_II[j][1] for j in range(Nchains)])"
]
},
{
"cell_type": "code",
"execution_count": 21,
"id": "c324492b-69df-4eda-b6ec-61e75e0f91f1",
"metadata": {},
"outputs": [
{
"data": {
"text/plain": [
""
]
},
"execution_count": 21,
"metadata": {},
"output_type": "execute_result"
},
{
"data": {
"image/png": 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\n",
"text/plain": [
""
]
},
"metadata": {
"needs_background": "light"
},
"output_type": "display_data"
}
],
"source": [
"fig, (ax0, ax1, ax2, ax3) = plt.subplots(4,1,figsize=(10,12))\n",
"\n",
"ax0.set_xlim(0,700)\n",
"ax0.set_ylabel(\"$\\\\alpha$\")\n",
"for samples in chains_dx_II:\n",
" ax0.plot(np.arange(Ntries3+1),samples[1].T[0],marker='.')\n",
"ax0.axvline(Nburnin,color='black',linestyle=':')\n",
"ax0.set_title(\"Trace plot for different chains\")\n",
"\n",
"ax1.set_xlim(0,700)\n",
"ax1.set_ylabel(\"$a$\")\n",
"for samples in chains_dx_II:\n",
" ax1.plot(np.arange(Ntries3+1),samples[1].T[1],marker='.')\n",
"ax1.axvline(Nburnin,color='black',linestyle=':')\n",
"\n",
"ax2.set_xlim(0,700)\n",
"ax2.set_ylabel(\"$b$\")\n",
"for samples in chains_dx_II:\n",
" ax2.plot(np.arange(Ntries3+1),samples[1].T[2],marker='.')\n",
"ax2.axvline(Nburnin,color='black',linestyle=':')\n",
"\n",
"ax3.set_xlim(0,700)\n",
"ax3.set_ylabel(\"$c$\")\n",
"ax3.set_xlabel(\"sample number\")\n",
"for samples in chains_dx_II:\n",
" ax3.plot(np.arange(Ntries3+1),samples[1].T[3],marker='.')\n",
"ax3.axvline(Nburnin,color='black',linestyle=':')"
]
},
{
"cell_type": "markdown",
"id": "020f2d5b-63d7-4862-8f25-2254d823b732",
"metadata": {},
"source": [
"### 3-Gelman-Rubin test"
]
},
{
"cell_type": "markdown",
"id": "52cf8623-26a2-4537-a14d-a644907a4b63",
"metadata": {},
"source": [
"Gelman *et al.*, \"*Bayesian Data Analysis*\" (third edition), p. 284-285\n",
"\n",
"**Parameters**:\n",
"* $m$: number of chains\n",
"* $n$: length of chains\n",
"\n",
"**Definitions**:\n",
"* \"between\" chains variance:\n",
"\\begin{equation}\n",
"B \\equiv \\frac{n}{m-1} \\sum_{j=1}^m \\left( \\bar{\\psi}_{. j} - \\bar{\\psi}_{..} \\right)^2 \\quad \\mathrm{where} \\quad \\bar{\\psi}_{. j} = \\frac{1}{n} \\sum_{i=1}^n \\psi_{ij} \\quad \\mathrm{and} \\quad \\bar{\\psi}_{..} = \\frac{1}{m} \\sum_{j=1}^m \\bar{\\psi}_{.j}\n",
"\\end{equation}\n",
"* \"within\" chains variance:\n",
"\\begin{equation}\n",
"W \\equiv \\frac{1}{m} \\sum_{j=1}^m s_j^2 \\quad \\mathrm{where} \\quad s_j^2 = \\frac{1}{n-1} \\sum_{i=1}^n \\left( \\psi_{ij} - \\bar{\\psi}_{.j} \\right)^2\n",
"\\end{equation}\n",
"\n",
"**Estimators**:\n",
"Estimators of the marginal posterior variance of the estimand:\n",
"* $\\widehat{\\mathrm{var}}^- \\equiv W$: underestimates the variance\n",
"* $\\widehat{\\mathrm{var}}^+ \\equiv \\frac{n}{n-1}W + \\frac{1}{n} B$: overestimates the variance\n",
"\n",
"**Test**:\n",
"* Potential scale reduction factor: $\\widehat{R} \\equiv \\sqrt{\\frac{\\widehat{\\mathrm{var}}^+}{\\widehat{\\mathrm{var}}^-}}$\n",
"* Test: $\\widehat{R} \\rightarrow 1$ as $n \\rightarrow \\infty$"
]
},
{
"cell_type": "code",
"execution_count": 22,
"id": "a7b5e4ed-78d2-467a-920c-580f98e75b29",
"metadata": {},
"outputs": [],
"source": [
"def gelman_rubin(chain):\n",
" # between chains variance\n",
" Psi_dotj = np.mean(chain, axis=1)\n",
" Psi_dotdot = np.mean(Psi_dotj, axis=0)\n",
" m = chain.shape[0]\n",
" n = chain.shape[1]\n",
" B = n / (m - 1.) * np.sum((Psi_dotj - Psi_dotdot)**2, axis=0)\n",
" \n",
" # within chains variance\n",
" sj2 = np.var(chain, axis=1, ddof=1)\n",
" W = np.mean(sj2, axis=0)\n",
" \n",
" # estimators\n",
" var_minus = W\n",
" var_plus = (n - 1.) / n * W + 1. / n * B\n",
" R_hat = np.sqrt(var_plus / var_minus)\n",
" return R_hat\n",
"\n",
"# The input array must have dimensions (nchains, nsamp, npars) = (m, n, npars)."
]
},
{
"cell_type": "code",
"execution_count": 23,
"id": "558a1814-6d1b-4f57-af77-c8d297d41a86",
"metadata": {},
"outputs": [
{
"data": {
"text/plain": [
"array([1.00010273, 1.00116675, 1.01472867, 1.01219264])"
]
},
"execution_count": 23,
"metadata": {},
"output_type": "execute_result"
}
],
"source": [
"gelman_rubin(chain_dx_II)"
]
},
{
"cell_type": "markdown",
"id": "cff23837-9420-4d3a-a286-c6cb3265895a",
"metadata": {},
"source": [
"## Likelihood surface"
]
},
{
"cell_type": "code",
"execution_count": 24,
"id": "dece5636-b218-4034-b33b-2a3facf73995",
"metadata": {},
"outputs": [],
"source": [
"# Remove burn-in phase\n",
"chain_dx_II_burn = np.array([chains_dx_II[j][1][Nburnin:] for j in range(Nchains)])\n",
"chain_dx_II_burn_flat = np.concatenate(chain_dx_II_burn, axis=0)"
]
},
{
"cell_type": "code",
"execution_count": 25,
"id": "92b35fb6-5d3d-43bf-b4b7-8986f15ba97d",
"metadata": {},
"outputs": [
{
"data": {
"text/plain": [
"array([ 2.21274596, 0.14546414, -0.10294555, 0.2467706 ])"
]
},
"execution_count": 25,
"metadata": {},
"output_type": "execute_result"
}
],
"source": [
"# Means of parameters (alpha, a, b, c)\n",
"chain_dx_II_burn.mean(axis=(0,1))"
]
},
{
"cell_type": "code",
"execution_count": 26,
"id": "50a3f2bb-a874-4284-ab76-16fc45aefb7f",
"metadata": {},
"outputs": [
{
"data": {
"text/plain": [
"array([0.88682913, 0.04556606, 0.02903384, 0.02093263])"
]
},
"execution_count": 26,
"metadata": {},
"output_type": "execute_result"
}
],
"source": [
"# Marginal standard deviations of parameters (alpha, a, b, c)\n",
"chain_dx_II_burn.std(axis=(0,1))"
]
},
{
"cell_type": "code",
"execution_count": 27,
"id": "6656371f-694b-4bce-967c-c8dea8f744eb",
"metadata": {},
"outputs": [
{
"data": {
"text/plain": [
"array([[ 7.86493733e-01, -3.11913471e-02, 9.67890826e-03,\n",
" 4.59158279e-03],\n",
" [-3.11913471e-02, 2.07633923e-03, -7.20143274e-04,\n",
" -3.04753140e-04],\n",
" [ 9.67890826e-03, -7.20143274e-04, 8.42993590e-04,\n",
" -3.91585523e-05],\n",
" [ 4.59158279e-03, -3.04753140e-04, -3.91585523e-05,\n",
" 4.38190310e-04]])"
]
},
"execution_count": 27,
"metadata": {},
"output_type": "execute_result"
}
],
"source": [
"# Covariance matrix of parameters (alpha, a, b, c)\n",
"np.cov(chain_dx_II_burn_flat.T)"
]
},
{
"cell_type": "code",
"execution_count": 28,
"id": "39758764-bec8-4614-b0a2-51406bc3909a",
"metadata": {},
"outputs": [
{
"data": {
"image/png": 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\n",
"text/plain": [
""
]
},
"metadata": {
"needs_background": "light"
},
"output_type": "display_data"
}
],
"source": [
"fig = plt.figure(figsize=(20,20))\n",
"\n",
"# Plot 1d marginal distributions\n",
"ax0 = fig.add_subplot(4,4,1)\n",
"pdf_alpha = get_marginal(chain_dx_II_burn_flat.T[0])\n",
"ax0.fill_between(pdf_alpha[0],pdf_alpha[1], 0, color='#52aae7', alpha=0.4)\n",
"ax0.set_ylim(0.,pdf_alpha[1].max()*1.05)\n",
"ax0.axvline(alpha_GR,color='black',linestyle='--')\n",
"ax0.axvline(alpha_Newton,color='black',linestyle='--')\n",
"ax0.set_xlabel(\"$\\\\alpha$\")\n",
"\n",
"ax1 = fig.add_subplot(4,4,6)\n",
"pdf_a = get_marginal(chain_dx_II_burn_flat.T[1])\n",
"ax1.fill_between(pdf_a[0],pdf_a[1], 0, color='#52aae7', alpha=0.4)\n",
"ax1.set_ylim(0.,pdf_a[1].max()*1.05)\n",
"ax1.set_xlabel(\"$a$\")\n",
"\n",
"ax2 = fig.add_subplot(4,4,11)\n",
"pdf_b = get_marginal(chain_dx_II_burn_flat.T[2])\n",
"ax2.fill_between(pdf_b[0],pdf_a[1], 0, color='#52aae7', alpha=0.4)\n",
"ax2.set_ylim(0.,pdf_b[1].max()*1.05)\n",
"ax2.set_xlabel(\"$b$\")\n",
"\n",
"ax3 = fig.add_subplot(4,4,16)\n",
"pdf_c = get_marginal(chain_dx_II_burn_flat.T[3])\n",
"ax3.fill_between(pdf_c[0],pdf_c[1], 0, color='#52aae7', alpha=0.4)\n",
"ax3.set_ylim(0.,pdf_c[1].max()*1.05)\n",
"ax3.set_xlabel(\"$c$\")\n",
"\n",
"# Plot 2d contours\n",
"ax0a = fig.add_subplot(4,4,5)\n",
"ax0a.scatter(chain_dx_II_burn_flat.T[0], chain_dx_II_burn_flat.T[1], color=\"black\", s=2)\n",
"xbins, ybins, contours, chainLevels = get_contours(chain_dx_II_burn_flat.T[0], chain_dx_II_burn_flat.T[1])\n",
"ax0a.contourf(xbins, ybins, contours, levels=chainLevels,\n",
" colors=('#85ddff','#52aae7','#1f77b4'), alpha=0.5)\n",
"ax0a.contour(xbins, ybins, contours, levels=chainLevels,\n",
" colors=('#85ddff','#52aae7','#1f77b4'), linewidths=2)\n",
"ax0a.axvline(alpha_GR,color='black',linestyle='--')\n",
"ax0a.axvline(alpha_Newton,color='black',linestyle='--')\n",
"ax0a.set_xlabel(\"$\\\\alpha$\")\n",
"ax0a.set_ylabel(\"$a$\")\n",
"\n",
"ax1a = fig.add_subplot(4,4,9)\n",
"ax1a.scatter(chain_dx_II_burn_flat.T[0], chain_dx_II_burn_flat.T[2], color=\"black\", s=2)\n",
"xbins, ybins, contours, chainLevels = get_contours(chain_dx_II_burn_flat.T[0], chain_dx_II_burn_flat.T[2])\n",
"ax1a.contourf(xbins, ybins, contours, levels=chainLevels,\n",
" colors=('#85ddff','#52aae7','#1f77b4'), alpha=0.5)\n",
"ax1a.contour(xbins, ybins, contours, levels=chainLevels,\n",
" colors=('#85ddff','#52aae7','#1f77b4'), linewidths=2)\n",
"ax1a.axvline(alpha_GR,color='black',linestyle='--')\n",
"ax1a.axvline(alpha_Newton,color='black',linestyle='--')\n",
"ax1a.set_xlabel(\"$\\\\alpha$\")\n",
"ax1a.set_ylabel(\"$b$\")\n",
"\n",
"ax1b = fig.add_subplot(4,4,10)\n",
"ax1b.scatter(chain_dx_II_burn_flat.T[1], chain_dx_II_burn_flat.T[2], color=\"black\", s=2)\n",
"xbins, ybins, contours, chainLevels = get_contours(chain_dx_II_burn_flat.T[1], chain_dx_II_burn_flat.T[2])\n",
"ax1b.contourf(xbins, ybins, contours, levels=chainLevels,\n",
" colors=('#85ddff','#52aae7','#1f77b4'), alpha=0.5)\n",
"ax1b.contour(xbins, ybins, contours, levels=chainLevels,\n",
" colors=('#85ddff','#52aae7','#1f77b4'), linewidths=2)\n",
"ax1b.set_xlabel(\"$a$\")\n",
"\n",
"ax2a = fig.add_subplot(4,4,13)\n",
"ax2a.scatter(chain_dx_II_burn_flat.T[0], chain_dx_II_burn_flat.T[3], color=\"black\", s=2)\n",
"xbins, ybins, contours, chainLevels = get_contours(chain_dx_II_burn_flat.T[0], chain_dx_II_burn_flat.T[3])\n",
"ax2a.contourf(xbins, ybins, contours, levels=chainLevels,\n",
" colors=('#85ddff','#52aae7','#1f77b4'), alpha=0.5)\n",
"ax2a.contour(xbins, ybins, contours, levels=chainLevels,\n",
" colors=('#85ddff','#52aae7','#1f77b4'), linewidths=2)\n",
"ax2a.axvline(alpha_GR,color='black',linestyle='--')\n",
"ax2a.axvline(alpha_Newton,color='black',linestyle='--')\n",
"ax2a.set_xlabel(\"$\\\\alpha$\")\n",
"ax2a.set_ylabel(\"$c$\")\n",
"\n",
"ax2b = fig.add_subplot(4,4,14)\n",
"ax2b.scatter(chain_dx_II_burn_flat.T[1], chain_dx_II_burn_flat.T[3], color=\"black\", s=2)\n",
"xbins, ybins, contours, chainLevels = get_contours(chain_dx_II_burn_flat.T[1], chain_dx_II_burn_flat.T[3])\n",
"ax2b.contourf(xbins, ybins, contours, levels=chainLevels,\n",
" colors=('#85ddff','#52aae7','#1f77b4'), alpha=0.5)\n",
"ax2b.contour(xbins, ybins, contours, levels=chainLevels,\n",
" colors=('#85ddff','#52aae7','#1f77b4'), linewidths=2)\n",
"ax2b.set_xlabel(\"$a$\")\n",
"\n",
"ax2c = fig.add_subplot(4,4,15)\n",
"ax2c.scatter(chain_dx_II_burn_flat.T[2], chain_dx_II_burn_flat.T[3], color=\"black\", s=2)\n",
"xbins, ybins, contours, chainLevels = get_contours(chain_dx_II_burn_flat.T[2], chain_dx_II_burn_flat.T[3])\n",
"ax2c.contourf(xbins, ybins, contours, levels=chainLevels,\n",
" colors=('#85ddff','#52aae7','#1f77b4'), alpha=0.5)\n",
"ax2c.contour(xbins, ybins, contours, levels=chainLevels,\n",
" colors=('#85ddff','#52aae7','#1f77b4'), linewidths=2)\n",
"ax2c.set_xlabel(\"$b$\")\n",
"\n",
"plt.show()"
]
},
{
"cell_type": "markdown",
"id": "56127ba7-36d7-4d9a-a234-23931df50881",
"metadata": {},
"source": [
"## Effect of nuisance parameters"
]
},
{
"cell_type": "code",
"execution_count": 29,
"id": "1d2c69f8-c170-4cb9-a2d6-7734ac38014f",
"metadata": {},
"outputs": [],
"source": [
"# We now include a strong prior that nuisance parameters are close to zero\n",
"def prior_logpdf(theta):\n",
" alpha,a,b,c = theta[0],theta[1],theta[2],theta[3]\n",
" return ss.multivariate_normal([0.,0.,0.],np.diag(np.array([1e-2,1e-2,1e-2])**2)).logpdf([a,b,c])\n",
"\n",
"def target_logpdf(theta,data,sigma_d):\n",
" return prior_logpdf(theta) + lh_platex_logpdf(theta,data,sigma_d)"
]
},
{
"cell_type": "code",
"execution_count": 30,
"id": "12905175-151f-49de-a323-a402e0920d62",
"metadata": {},
"outputs": [],
"source": [
"Ntries3=5000\n",
"Nburnin=100\n",
"proposal_sigma=np.array([8e-1,1e-2,1e-2,1e-2])\n",
"proposal_cov=np.diag(proposal_sigma**2)\n",
"Nchains=5"
]
},
{
"cell_type": "code",
"execution_count": 31,
"id": "b9e6a8f4-7dfc-41a4-8449-6a6a645d22d5",
"metadata": {},
"outputs": [],
"source": [
"# Run Nchains different chains starting at different positions in parameter space\n",
"chains_nuisance = [MH_sampler(Ntries3,theta_start,[dx_II],sigma_d,proposal_cov)\n",
" for theta_start in np.stack((np.linspace(0.,3.,Nchains),\n",
" np.linspace(-1e-2,1e-2,Nchains),\n",
" np.linspace(-1e-2,1e-2,Nchains),\n",
" np.linspace(-1e-2,1e-2,Nchains)),axis=1)]\n",
"chain_nuisance = np.array([chains_nuisance[j][1] for j in range(Nchains)])"
]
},
{
"cell_type": "code",
"execution_count": 32,
"id": "9e41844b-58eb-4380-93e9-0ad76a0aef1d",
"metadata": {},
"outputs": [
{
"data": {
"text/plain": [
""
]
},
"execution_count": 32,
"metadata": {},
"output_type": "execute_result"
},
{
"data": {
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