{
"cells": [
{
"cell_type": "markdown",
"id": "75de44d3",
"metadata": {},
"source": [
"# Quantitative Economics with Julia\n",
"\n",
"This website presents a set of lectures on quantitative economic modeling."
]
},
{
"cell_type": "markdown",
"id": "e7c73ffc",
"metadata": {},
"source": [
"# Getting Started with Julia\n",
"\n",
"- [Setting up Your Julia Environment](https://julia.quantecon.org/getting_started_julia/getting_started.html)\n",
"- [Introductory Examples](https://julia.quantecon.org/getting_started_julia/julia_by_example.html)\n",
"- [Julia Essentials](https://julia.quantecon.org/getting_started_julia/julia_essentials.html)\n",
"- [Arrays, Tuples, Ranges, and Other Fundamental Types](https://julia.quantecon.org/getting_started_julia/fundamental_types.html)\n",
"- [Introduction to Types and Generic Programming](https://julia.quantecon.org/getting_started_julia/introduction_to_types.html)"
]
},
{
"cell_type": "markdown",
"id": "eac10ccb",
"metadata": {},
"source": [
"# Package Ecosystem\n",
"\n",
"- [Generic Programming](https://julia.quantecon.org/more_julia/generic_programming.html)\n",
"- [Automatic Differentiation](https://julia.quantecon.org/more_julia/auto_differentiation.html)\n",
"- [Quadrature and Interpolation](https://julia.quantecon.org/more_julia/quadrature_interpolation.html)\n",
"- [General, Data, and Statistics Packages](https://julia.quantecon.org/more_julia/data_statistical_packages.html)\n",
"- [Solvers, Optimizers](https://julia.quantecon.org/more_julia/optimization_solver_packages.html)"
]
},
{
"cell_type": "markdown",
"id": "c11ff745",
"metadata": {},
"source": [
"# Software Engineering\n",
"\n",
"- [Visual Studio Code and Other Tools](https://julia.quantecon.org/software_engineering/tools_editors.html)\n",
"- [GitHub, Version Control and Collaboration](https://julia.quantecon.org/software_engineering/version_control.html)\n",
"- [Packages, Testing, and Continuous Integration](https://julia.quantecon.org/software_engineering/testing.html)\n",
"- [The Need for Speed](https://julia.quantecon.org/software_engineering/need_for_speed.html)"
]
},
{
"cell_type": "markdown",
"id": "58884736",
"metadata": {},
"source": [
"# Tools and Techniques\n",
"\n",
"- [Geometric Series for Elementary Economics](https://julia.quantecon.org/tools_and_techniques/geom_series.html)\n",
"- [Linear Algebra](https://julia.quantecon.org/tools_and_techniques/linear_algebra.html)\n",
"- [Orthogonal Projections and Their Applications](https://julia.quantecon.org/tools_and_techniques/orth_proj.html)\n",
"- [LLN and CLT](https://julia.quantecon.org/tools_and_techniques/lln_clt.html)\n",
"- [Continuous State Markov Chains](https://julia.quantecon.org/tools_and_techniques/stationary_densities.html)\n",
"- [Numerical Linear Algebra and Factorizations](https://julia.quantecon.org/tools_and_techniques/numerical_linear_algebra.html)\n",
"- [Krylov Methods and Matrix Conditioning](https://julia.quantecon.org/tools_and_techniques/iterative_methods_sparsity.html)"
]
},
{
"cell_type": "markdown",
"id": "bff4ed49",
"metadata": {},
"source": [
"# Introduction to Dynamics\n",
"\n",
"- [Dynamics in One Dimension](https://julia.quantecon.org/introduction_dynamics/scalar_dynam.html)\n",
"- [AR1 Processes](https://julia.quantecon.org/introduction_dynamics/ar1_processes.html)\n",
"- [Finite Markov Chains](https://julia.quantecon.org/introduction_dynamics/finite_markov.html)\n",
"- [Linear State Space Models](https://julia.quantecon.org/introduction_dynamics/linear_models.html)\n",
"- [Wealth Distribution Dynamics](https://julia.quantecon.org/introduction_dynamics/wealth_dynamics.html)\n",
"- [A First Look at the Kalman Filter](https://julia.quantecon.org/introduction_dynamics/kalman.html)\n",
"- [Shortest Paths](https://julia.quantecon.org/introduction_dynamics/short_path.html)"
]
},
{
"cell_type": "markdown",
"id": "648036a0",
"metadata": {},
"source": [
"# Dynamic Programming\n",
"\n",
"- [Job Search I: The McCall Search Model](https://julia.quantecon.org/dynamic_programming/mccall_model.html)\n",
"- [Job Search II: Search and Separation](https://julia.quantecon.org/dynamic_programming/mccall_model_with_separation.html)\n",
"- [A Problem that Stumped Milton Friedman](https://julia.quantecon.org/dynamic_programming/wald_friedman.html)\n",
"- [Job Search III: Search with Learning](https://julia.quantecon.org/dynamic_programming/odu.html)\n",
"- [Job Search IV: Modeling Career Choice](https://julia.quantecon.org/dynamic_programming/career.html)\n",
"- [Job Search V: On-the-Job Search](https://julia.quantecon.org/dynamic_programming/jv.html)\n",
"- [Optimal Growth I: The Stochastic Optimal Growth Model](https://julia.quantecon.org/dynamic_programming/optgrowth.html)\n",
"- [Optimal Growth II: Time Iteration](https://julia.quantecon.org/dynamic_programming/coleman_policy_iter.html)\n",
"- [Optimal Growth III: The Endogenous Grid Method](https://julia.quantecon.org/dynamic_programming/egm_policy_iter.html)\n",
"- [LQ Dynamic Programming Problems](https://julia.quantecon.org/dynamic_programming/lqcontrol.html)\n",
"- [Optimal Savings I: The Permanent Income Model](https://julia.quantecon.org/dynamic_programming/perm_income.html)\n",
"- [Optimal Savings II: LQ Techniques](https://julia.quantecon.org/dynamic_programming/perm_income_cons.html)\n",
"- [Consumption and Tax Smoothing with Complete and Incomplete Markets](https://julia.quantecon.org/dynamic_programming/smoothing.html)\n",
"- [Optimal Savings III: Occasionally Binding Constraints](https://julia.quantecon.org/dynamic_programming/ifp.html)\n",
"- [Robustness](https://julia.quantecon.org/dynamic_programming/robustness.html)\n",
"- [Discrete State Dynamic Programming](https://julia.quantecon.org/dynamic_programming/discrete_dp.html)"
]
},
{
"cell_type": "markdown",
"id": "1487b66e",
"metadata": {},
"source": [
"# Modeling in Continuous Time\n",
"\n",
"- [Modeling COVID 19 with Differential Equations](https://julia.quantecon.org/continuous_time/seir_model.html)\n",
"- [Modeling Shocks in COVID 19 with Stochastic Differential Equations](https://julia.quantecon.org/continuous_time/covid_sde.html)"
]
},
{
"cell_type": "markdown",
"id": "6e84b275",
"metadata": {},
"source": [
"# Multiple Agent Models\n",
"\n",
"- [Schelling’s Segregation Model](https://julia.quantecon.org/multi_agent_models/schelling.html)\n",
"- [A Lake Model of Employment and Unemployment](https://julia.quantecon.org/multi_agent_models/lake_model.html)\n",
"- [Rational Expectations Equilibrium](https://julia.quantecon.org/multi_agent_models/rational_expectations.html)\n",
"- [Markov Perfect Equilibrium](https://julia.quantecon.org/multi_agent_models/markov_perf.html)\n",
"- [Asset Pricing I: Finite State Models](https://julia.quantecon.org/multi_agent_models/markov_asset.html)\n",
"- [Asset Pricing II: The Lucas Asset Pricing Model](https://julia.quantecon.org/multi_agent_models/lucas_model.html)\n",
"- [Asset Pricing III: Incomplete Markets](https://julia.quantecon.org/multi_agent_models/harrison_kreps.html)\n",
"- [Uncertainty Traps](https://julia.quantecon.org/multi_agent_models/uncertainty_traps.html)\n",
"- [The Aiyagari Model](https://julia.quantecon.org/multi_agent_models/aiyagari.html)\n",
"- [Default Risk and Income Fluctuations](https://julia.quantecon.org/multi_agent_models/arellano.html)\n",
"- [Globalization and Cycles](https://julia.quantecon.org/multi_agent_models/matsuyama.html)"
]
},
{
"cell_type": "markdown",
"id": "b99cfcc9",
"metadata": {},
"source": [
"# Other\n",
"\n",
"- [About these Lectures](https://julia.quantecon.org/about_lectures.html)\n",
"- [Troubleshooting](https://julia.quantecon.org/troubleshooting.html)\n",
"- [References](https://julia.quantecon.org/zreferences.html)\n",
"- [Execution Statistics](https://julia.quantecon.org/status.html)"
]
}
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