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    "$$\n",
    "\\newcommand{\\argmax}{arg\\,max}\n",
    "\\newcommand{\\argmin}{arg\\,min}\n",
    "\\newcommand{\\col}{col}\n",
    "\\newcommand{\\Span}{span}\n",
    "\\newcommand{\\epsilon}{\\varepsilon}\n",
    "\\newcommand{\\EE}{\\mathbb{E}}\n",
    "\\newcommand{\\PP}{\\mathbb{P}}\n",
    "\\newcommand{\\RR}{\\mathbb{R}}\n",
    "\\newcommand{\\NN}{\\mathbb{N}}\n",
    "\\newcommand{\\ZZ}{\\mathbb{Z}}\n",
    "\\newcommand{\\aA}{\\mathcal{A}}\n",
    "\\newcommand{\\bB}{\\mathcal{B}}\n",
    "\\newcommand{\\cC}{\\mathcal{C}}\n",
    "\\newcommand{\\dD}{\\mathcal{D}}\n",
    "\\newcommand{\\eE}{\\mathcal{E}}\n",
    "\\newcommand{\\fF}{\\mathcal{F}}\n",
    "\\newcommand{\\gG}{\\mathcal{G}}\n",
    "\\newcommand{\\hH}{\\mathcal{H}}\n",
    "$$"
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  {
   "cell_type": "markdown",
   "id": "67a5fb70",
   "metadata": {},
   "source": [
    "# Advanced Quantitative Economics with Python\n",
    "\n",
    "This website presents a set of advanced lectures on quantitative economic modeling."
   ]
  },
  {
   "cell_type": "markdown",
   "id": "079169e6",
   "metadata": {},
   "source": [
    "# Tools and Techniques\n",
    "\n",
    "- [Orthogonal Projections and Their Applications](https://python-advanced.quantecon.org/orth_proj.html)\n",
    "- [Continuous State Markov Chains](https://python-advanced.quantecon.org/stationary_densities.html)\n",
    "- [Reverse Engineering a la Muth](https://python-advanced.quantecon.org/muth_kalman.html)\n",
    "- [Discrete State Dynamic Programming](https://python-advanced.quantecon.org/discrete_dp.html)"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "b816d1bc",
   "metadata": {},
   "source": [
    "# LQ Control\n",
    "\n",
    "- [Information and Consumption Smoothing](https://python-advanced.quantecon.org/cons_news.html)\n",
    "- [Consumption Smoothing with Complete and Incomplete Markets](https://python-advanced.quantecon.org/smoothing.html)\n",
    "- [Tax Smoothing with Complete and Incomplete Markets](https://python-advanced.quantecon.org/smoothing_tax.html)\n",
    "- [Markov Jump Linear Quadratic Dynamic Programming](https://python-advanced.quantecon.org/markov_jump_lq.html)\n",
    "- [How to Pay for a War: Part 1](https://python-advanced.quantecon.org/tax_smoothing_1.html)\n",
    "- [How to Pay for a War: Part 2](https://python-advanced.quantecon.org/tax_smoothing_2.html)\n",
    "- [How to Pay for a War: Part 3](https://python-advanced.quantecon.org/tax_smoothing_3.html)\n",
    "- [Optimal Taxation in an LQ Economy](https://python-advanced.quantecon.org/lqramsey.html)"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "e5d49ca2",
   "metadata": {},
   "source": [
    "# Multiple Agent Models\n",
    "\n",
    "- [Default Risk and Income Fluctuations](https://python-advanced.quantecon.org/arellano.html)\n",
    "- [Globalization and Cycles](https://python-advanced.quantecon.org/matsuyama.html)\n",
    "- [Coase’s Theory of the Firm](https://python-advanced.quantecon.org/coase.html)\n",
    "- [Composite Sorting](https://python-advanced.quantecon.org/match_transport.html)"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "17e9112c",
   "metadata": {},
   "source": [
    "# Dynamic Linear Economies\n",
    "\n",
    "- [Recursive Models of Dynamic Linear Economies](https://python-advanced.quantecon.org/hs_recursive_models.html)\n",
    "- [Growth in Dynamic Linear Economies](https://python-advanced.quantecon.org/growth_in_dles.html)\n",
    "- [Lucas Asset Pricing Using DLE](https://python-advanced.quantecon.org/lucas_asset_pricing_dles.html)\n",
    "- [IRFs in Hall Models](https://python-advanced.quantecon.org/irfs_in_hall_model.html)\n",
    "- [Permanent Income Model using the DLE Class](https://python-advanced.quantecon.org/permanent_income_dles.html)\n",
    "- [Gorman Aggregation](https://python-advanced.quantecon.org/gorman_heterogeneous_households.html)\n",
    "- [Rosen Schooling Model](https://python-advanced.quantecon.org/rosen_schooling_model.html)\n",
    "- [Cattle Cycles](https://python-advanced.quantecon.org/cattle_cycles.html)\n",
    "- [Shock Non Invertibility](https://python-advanced.quantecon.org/hs_invertibility_example.html)"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "c1643bf9",
   "metadata": {},
   "source": [
    "# Risk, Model Uncertainty, and Robustness\n",
    "\n",
    "- [Risk and Model Uncertainty](https://python-advanced.quantecon.org/five_preferences.html)\n",
    "- [Etymology of Entropy](https://python-advanced.quantecon.org/entropy.html)\n",
    "- [Robustness](https://python-advanced.quantecon.org/robustness.html)\n",
    "- [Robust Markov Perfect Equilibrium](https://python-advanced.quantecon.org/rob_markov_perf.html)"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "46c5e467",
   "metadata": {},
   "source": [
    "# Time Series Models\n",
    "\n",
    "- [Covariance Stationary Processes](https://python-advanced.quantecon.org/arma.html)\n",
    "- [Estimation of Spectra](https://python-advanced.quantecon.org/estspec.html)\n",
    "- [Additive and Multiplicative Functionals](https://python-advanced.quantecon.org/additive_functionals.html)\n",
    "- [Classical Control with Linear Algebra](https://python-advanced.quantecon.org/lu_tricks.html)\n",
    "- [Classical Prediction and Filtering With Linear Algebra](https://python-advanced.quantecon.org/classical_filtering.html)\n",
    "- [Knowing the Forecasts of Others](https://python-advanced.quantecon.org/knowing_forecasts_of_others.html)"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "dcd506f0",
   "metadata": {},
   "source": [
    "# Asset Pricing and Finance\n",
    "\n",
    "- [Asset Pricing II: The Lucas Asset Pricing Model](https://python-advanced.quantecon.org/lucas_model.html)\n",
    "- [Elementary Asset Pricing Theory](https://python-advanced.quantecon.org/asset_pricing_lph.html)\n",
    "- [Two Modifications of Mean-Variance Portfolio Theory](https://python-advanced.quantecon.org/black_litterman.html)\n",
    "- [Irrelevance of Capital Structures with Complete Markets](https://python-advanced.quantecon.org/BCG_complete_mkts.html)\n",
    "- [Equilibrium Capital Structures with Incomplete Markets](https://python-advanced.quantecon.org/BCG_incomplete_mkts.html)"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "78eb773f",
   "metadata": {},
   "source": [
    "# Dynamic Programming Squared\n",
    "\n",
    "- [Optimal Unemployment Insurance](https://python-advanced.quantecon.org/un_insure.html)\n",
    "- [Stackelberg Plans](https://python-advanced.quantecon.org/dyn_stack.html)\n",
    "- [Machine Learning a Ramsey Plan](https://python-advanced.quantecon.org/calvo_machine_learn.html)\n",
    "- [Time Inconsistency of Ramsey Plans](https://python-advanced.quantecon.org/calvo.html)\n",
    "- [Sustainable Plans for a Calvo Model](https://python-advanced.quantecon.org/calvo_abreu.html)\n",
    "- [Optimal Taxation with State-Contingent Debt](https://python-advanced.quantecon.org/opt_tax_recur.html)\n",
    "- [Optimal Taxation without State-Contingent Debt](https://python-advanced.quantecon.org/amss.html)\n",
    "- [Fluctuating Interest Rates Deliver Fiscal Insurance](https://python-advanced.quantecon.org/amss2.html)\n",
    "- [Fiscal Risk and Government Debt](https://python-advanced.quantecon.org/amss3.html)\n",
    "- [Competitive Equilibria of a Model of Chang](https://python-advanced.quantecon.org/chang_ramsey.html)\n",
    "- [Credible Government Policies in a Model of Chang](https://python-advanced.quantecon.org/chang_credible.html)"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "a96a9189",
   "metadata": {},
   "source": [
    "# Other\n",
    "\n",
    "- [Troubleshooting](https://python-advanced.quantecon.org/troubleshooting.html)\n",
    "- [References](https://python-advanced.quantecon.org/zreferences.html)\n",
    "- [Execution Statistics](https://python-advanced.quantecon.org/status.html)"
   ]
  }
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