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   "cell_type": "markdown",
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   "metadata": {},
   "source": [
    "# Effective sample size (R)\n",
    "\n",
    ":::{include} ess.md\n",
    ":start-after: intro-start \n",
    ":end-before: intro-end\n",
    ":::"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 1,
   "id": "39de80af",
   "metadata": {},
   "outputs": [
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "This is posterior version 0.1.3\n",
      "\n"
     ]
    },
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       "[1] 1277.47"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "library(\"posterior\")\n",
    "eight_schools_array <- example_draws(\"eight_schools\")\n",
    "ess_bulk(eight_schools_array)"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "6df7d868",
   "metadata": {},
   "source": [
    ":::{include} ess.md\n",
    ":start-after: tail-note-start\n",
    ":end-before: tail-note-end\n",
    ":::"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 2,
   "id": "107555d1",
   "metadata": {},
   "outputs": [
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       "[1] 1547.546"
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     "metadata": {},
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   ],
   "source": [
    "ess_tail(eight_schools_array)"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "0488dd8f",
   "metadata": {},
   "source": [
    ":::{include} ess.md\n",
    ":start-after: conclusion-start\n",
    ":end-before: conclusion-end\n",
    ":::"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "id": "dbd2489c",
   "metadata": {},
   "outputs": [],
   "source": []
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