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   "source": [
    "# E3. To be completed after lesson 11\n",
    "\n",
    "<hr />"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "## Exercise 3.1\n",
    "\n",
    "**a)** Explain in words why being able to sample out of a probability distribution is useful.\n",
    "\n",
    "**b)** Explain in words the basic idea behind Markov chain Monte Carlo."
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "<br/>"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "## Exercise 3.2\n",
    "\n",
    "Why is it important to warm up a sampler?"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "<br />"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "## Exercise 3.3\n",
    "\n",
    "What does it mean for a model to be nonidentifiable?"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "<br />"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "## Exercise 3.4\n",
    "\n",
    "Write down any questions you may have."
   ]
  }
 ],
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